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All Rights Reserved.Palatino is a trademark of Linotype AG and/or its subsidiaries.) readonly def +/FullName (Palatino Bold) readonly def +/FamilyName (Palatino) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +/UnderlinePosition -100 def +/UnderlineThickness 50 def +/Weight (Bold) def +/BaseFontName (Palatino-Bold) def +end def +/Encoding StandardEncoding def +currentdict end +currentfile eexec +jnЮ@/e܌ | KuDY~z +s=zаUd-]0ǰ_]5NSLK/O'g-8$݇.ĘaUC}\u7Cd ƪxȵm?jgKfF@XlOv*DO|5*R!Y'W/g+ӳDcիOI/ xA=DE+ϿoˇN jy<_)gc2 *!2lOYO%Ȳ-9EȍwAh[MRH)0C˰ ")w==G-Kǔ؋"Jw>zf8iֹ8ߡP)E])/ ߷۰'䜅Q#?PW WZfF_h-6`kҧ@D" `]-G%+a)Fm7ޮMzdޅ%l<lJ>g; ArJB4g:GsM܄&` s;|^%Ux "+{2yWn/6>kVWz$~{6@N (_gBVAr7Q\@n2CczTK"+)ѕ0uh*;*{.p B\j6UOfHo,w}u_ϱssthj~^-Lۈ%uei +;Z:9-D, *z-uٽ+([E?ܙ>=gheƣpw~ ͘PP:zƸxȿB58V,ǒ|XQPŅ$[+ɘx fw"HdA."ba=40涣v4a^NRD$M=Zk_$`dGeyѼW*J +[W ekЎdEY[>w{϶WXHtYd>bԂLOWƕ( HCk j222NK~Rzw + W א=yi7 IԮ ++]D-7o]/- F-r5^ + ܁U9ʮ6=Pn;PѸ(UZ\wV$]DI$n)σgjbzo +}vB>gӓ.̬֚t_ ҝI!i'C^鼁˽vzڴUf^NsBC_%Aaǐ: +$'yUEFҢNi9va*}A is;U.݁ҢWiAL_0~ }ۚLy_Ϲˆ"Wi~aLMg%i\J2x/ڼ _jBC|RwmG`֮wҹWgFm:th(lYsY w vm<$~9}*\D :ϐU'ygX}#83lo4C }8 |J +2<'։0\zHd6Ǯa3D:„p 4ۅON1')jOIyWHZ:G0~IGA;CO@RΚ750S%y]RŶj(gK n'XO/ t©{]\zi\w] 7A( JFWtÍywvwd;M9!`dl9gFvhEc{7(%eiQmZ\kRn@XR߉O0;LLB)a-RNcQ%_Ĭ ߭|OӺKkAzъnvr$E7*"ٴŏzNF=傏d_)+AEFXS y>bstIA^|Cky-빕R\[bf~ OvcӋUpT_I12\VdtSτM` gnRi4)Bzh~)xVRztJSKL݌^A,] +oͯ_&hpe"\՜UpRp1Q{,Ս;4lfZS^/P{'PC`6v +.ܙ+tb"}8(|EK˜~5gE{ݟчU:e$2J.hlH\Wo-vlSO_0-&x}aadKe| vh TT+뿍srcd1uY_ʞ# +F۔mcV.T'+ƙO{qmaeiNÂ4EK""=CK'A]V1qT78_:'M4z5f FjqQK/# +\_8pie}: _4}?5is.QmbAan|+7Ӡ,Eݛ^J +8Ⱥ]ʅ["flaL kH67GɢNJ t̉!Ņu/)ȾDi){HRx(YQK>`'og>0`y>+Ξ !u]}e \A 1b1yW<5xVcB%31m HJa?߅,10'5<\4xs?K.iEŠ3d$+p"A~{+sGFxɯi>J_RG&Bxp)I, +DKI!qfTwv0/?詢!4}{8 aXb5pBY8uQXx[ I(*"vam+8 ov2W5Hy3uw<[( B)WVdz@0 1AX`c\7WpT)f@ڬ]J]8;cU59Ɉśsl>|ٍ4 J~oF_BT)w7Ǭ>ܩ}A*d(Xj v O2{RKz#'Ad0։Y6F 8twpZoa +|t ar'gCQmJ3$gc~m$+_/ci||;]uL@$= Ӕ?F)4tB]0X\6; ߶ՒkHu93EY*AFpb T K. 5ԕMpqXTCpCӁ0isV9d#G10@A\G$4ަ6jtM}٤vDz +_I)v;lm&0ŴPG\4 e d\̣c;Z )'*l~H0]͖Żb@Yuey.Dʎ㟭J w:F?Xe-lR ;AI-D',bUɣP<Ҙt'Jg Iqi ./:yj%)oDK_@;a|r m]|kE'3? 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ΏnWzowe<dζWI*XkEJ +\k##x< ztzZp=aY9$,#DIC}ݗ#9~{_"bݼߤD${c{f!5]l:IwxZZ{uYF89Z3"xH;HiQ$MoFޡAD',ͩAiyvc7A)(Y{ W`^><3>Sb@A!DcDySxz2`Rj_ k{|"I$M?.[Q4ԡ2ü)2~+(OmȠ8eoTƁ +ڵ_EtKiݣ[7In`9d<)6z"ȈkvmA"Z),L۱b Sm 6 +{Bt0^VJnSYV5ܩgzƹOhI#eqe}-& b$^ 0"H +'h1%J='+IR*hjijҋKRRS=x=T!Q[_29~ٸ +}w)z+_apaAfyZ SPXlQ.Ԁ4k6j> ]S;0Ll ު;}fe2&&K`*2u=oDTe`^v?+׉`/Xċ,8P:g_TlV0!֦(KuOkڦTs6e}އo XKe2Mf!^[FF֟KTMG31 <4S`@U7i`ƽ;i8s$4[ 2q3Or oKԷ".n!VFK~2SzxCޤod%zmv AWTIJab&!'/@;h}Xė 9voO"^3_ptDІۺS)bl| +˾(KF}ŠDo'~V3g}HɌ:+tK/; +ӜT!OUu?xv&n\SU#yaB#8ieE0u2Hғ䆶;"h +*>-TE&.'Q-4EFT9{na^Ƙ}*G7B%@:*vǮLTѾc ϟC3/=c;Ȼ=K VppW-5a{od4x?B&|xL\+5':7^t>ܰITv3ش³>+?=Ň\nj~cҡfZýC-OH9p:)kZ|ѸIͱm*͓ PeҽSPeC2nt0 A'$j)zũrq-v +*oᲡVSiwr ?Dg 1$hh0r[r!OF-&$*q#a-)ZtxUU $&^$4^O900÷`55.qTZ.ic#G`Z.=Yxs sE:F]# #qV +1LOպ۷ +**VО8(6v% +'y3獾 >:02vM>7Яr^ (EE͢xz#^UNL`D<*efԦkdiFh:Ov.D""`:b5Z/Kj"TLZE6j!pBM$)P.j~QpE,i]VF}ڨu@%4d6"b)!vw=) 4O[zlt궈 +YfS\{Aɣ\yox)3_Īјtf9"`?Ԧ NK91} 9 '|j4o9$~9?@~>MJHZf|@lvgLɼ ~wCRՂ@?tv8/i@LlsXJW "R#Lo/,[URqF&2:V*|IۍO +endstream +endobj +426 0 obj +<< /Length 43159 /Length1 745 /Length2 42412 /Length3 0 >> +stream +%!FontType1-1.0: Palatino-Italic 1 +13 dict begin +/FontName /Palatino-Italic def +/FontType 1 def +/FontBBox {-170 -276 1010 918} readonly def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/PaintType 0 def +/FontInfo 12 dict dup begin +/version (001.005) readonly def +/Notice (Copyright (c) 1985, 1987, 1989, 1990 Adobe Systems Incorporated. All Rights Reserved.Palatino is a trademark of Linotype AG and/or its subsidiaries.) readonly def +/FullName (Palatino Italic) readonly def +/FamilyName (Palatino) readonly def +/ItalicAngle -10 def +/isFixedPitch false def +/UnderlinePosition -100 def +/UnderlineThickness 50 def +/Weight (Medium) def +/BaseFontName (Palatino-Italic) def +end def +/Encoding StandardEncoding def +currentdict end +currentfile eexec +jnЮ@/e܌ | KuDY~z +s=zаUd-]0ǰ_]5NSLK/O'g-8$݇.ĘaUC}\u7C耞xwFyiqvbJLiN9e('qOITGNʍ=#^ƖGt + X2_UNYIRۚ7e!y1#YgGia،B0 U0 IJ%=cF,cX`k>#]9JP܄2bL$g1x!6E ih*1_ݴ HYrAIY3/ou+x7hg:qU%F~iʞ\nѩz]Xz?cF%Zc,AdrЫuiT[F[ +kXU%ݝ-`TU%So$r=yDJ2I"ٍ,!Dw'fzb6\Gt,7_cO4?\sӯH\[T箚xc8%G˻PE#-G,\N\ p薑7>njE{?`'D3S^R5f a!MɖOj# +g TӾf|Uv ݐ@YrB &/Ѡ-Mx6.\ +B ~rZaWش$zs#͑=9t~u"&ޑE~X`X +hZg ѧ2a #˄ ?s$zW(}-c(z}&>7CzL{RS!hNO 9Vo2F^*h7a (gwUc=u΅m`ҷDw{_ xuJI@K"K \Z[/B1a>L/ @uEf9,|v6نL\Tx^sSn4Uw:Ή"[!ōAVPd+(O4?G5 %V6 "7T`z1 RVaQE7̈'wsa8o7}g|k(C& ,}&Ď8n^ >n;^ `'@~R 3 fAuzpwL+4"n e&ija25mS,kSg|ޚ#'5b SHSDx7p4e=\vz&tSz6t=kp@DibSc NT~cX]HyiR>*R@ GW>s+L:0ry|C'vj#q_N}Hb+q1<3PJ1dT|z^jhR0AUӶ۟=ԁ#yN`e\8B伄~{^ +q/VAK{k +ъ8NMPk +;Z#I{l+2R1:'e3FR!}SqYJdmJ5(*uPԪh]4ڍd]'*M7 +%o6.B7$L2ڵ{p+LK|z|jS,PFP,>lk~EZE/ԣ캫H(OI)\?)4PV4~@m/wqlXi{!6 ,Fr6b Wl3: ^w!zsk\ ƺl&9kQ(X)wEkZ>@G3R0Hu'O$JCZʛ=>2g#dKmPJmPKGF$M:P:Qi.HMȯK}UajU ~r:p7$zo2oZ1qiۭ:O30cQGnC\ Y1izflTN\yX +Hʹ1w6m0q3`3R'GQ{G s$#͏7 V5Ii˺F&ާoTeILP 4O 8}5+MCUF,Ή +~6{)Dx4TС\=x5:pebnebo,kWg8X\\ Eo&lˍ Z2ow;[:a$~Y} |a~<j E7cD=^s!XЃ!aI1 } $"e]%laä|_dDo'`Iˇ*MYf}Dm݉9"lX$yJLj=͛Ve 6x]MGTB ;eLHϓ z"=myBA`:[tO~PeO$&|1F؝Oi>w[^mK@q O-l3!'%iT~ 0k-ˈu +$zi~ĢٮmMdQFs"Wٮ[_;6MC7.P\%QۻiSr X*)=U}^ԏB *ah*S47y_n#= +I m]TI= p$6ح]f|ءȏ-2gFR"Caƹ.uD(o-@=A8?l@R贼7"QY>1'6.Lxz$ݹNWvRQ9{ňL<:XJ~IBEMwq,jQ8GZF@\z2U*Zc/6,?dAoA.ѡhMuU| <9%׿fs :!5A|maק&P1ˇND2R_ VcWenIWDvOQ~xJ^6@M}lCKd0@f ͌v:?+>q06A^7fvP_ċRgheGU^xXu7ci'us- 9"3V<&/LrVG&H ic&cSNc 9(+# "N1jySIú03 Wl_t8o4d&R+]YY10T0gdzI&qN`mϰr'$H"PQ9#K!]Cv!E~rNV^rI*N& !oWqb}Go`Z9d\~7F3J4?%}&Chg҆׸m7%HR;D5ā0K G3t4=>U2?|m>ӪֵjP-\V}UɬORmD}@#Y <ȾJ3*7տr`_*kF'f~m +n%چ&&7.f׿BupN˱2'؉b_3K>ffF8w}pP b秶O$qB3 K~̆*-$\(!f0ꭖjD0i6.ؘMY!:ª:)%vg .Kj͊Q82=>d C8YQ!#@xIcl Yaz+/#XSpQmfQt{o<~1Ce}6N|.ʕЂ0U{o? »*QFф! +>2W*@a;oLyjG'Ke` Bz^)QC-JS,=`Qk&_\ZHemTR~\Gf o`U%lP$kMAO1f$E=?8`7i,1hE<6nSJFi[W?_Yxꭑit˺2 Az.#.Z. +?!җrPvt:ӯ`+Ȥ_]Ѽ'gs (J;W$ ;p#FE|Jf@,ҿF4 +O]@ռ"FOtp1ݽĨSa_PQ_]ځ;t8&e*nR$-ׁ}t4,f~zό[ZZCs}Y;q̸9=Jl(OI4VA +t/[. $Y"lOpa[G[ymyb!)YDY.^PV2ߦp(f{Uo8 ~{7j/Dďvep gS"W1|K=kd]}amS܄(S:Kx_ٯC)8N ڢαRӒ{ 7"Pst`qJG8"yfR$5pOdmv~,ŏ[uI%w8]nL='~5,,MZ@ZvNȂ*S)~-')ڷ5+7g$M-DX1E8>ݵ؀4UfivWe.2nYoƪzNwб@Rǥ.'-d (⏼"rk8`=Z [0ً, kFO ݨ +mv`1-3#"Gk]A|uj?Ywʚ$c(gOcA!viR+܃\o?;q$)x,=n|@Xx93MqͬWnԥ%F&HҴwdD͂|m#8Dlw@Z{M@xo'M&` *" '*OT/-`1E(4}[~=Sl +54/#H—[D[:Hy<|6w~ErTd!BgY22Dv +O+T "y1`??w_$F,+b,ɷ7CE:6& 0əg#"UEz +- Yl>ʫR{H,+%rڕ_df&ʑ(LuB%0O1uP+&#pAuKb=H)3~QBRpFYdϥBZ:ͥ; vn<Ά0}4b :cѴ,/xtP[ ;7_ؾ\6T_;$6θ<{ukz۷ k/ ޘ.l Ię8-_j0(X⺱]QK&^p yTuT ОA%/|ڼfQy7he#`-djKLit~Ỷ3)ʺq2fdFX0zpέ:}@y~5>Z'kᥔ쐷ObDHA:vR΍"8!Z?7NVJґG O-rٴr^ÐzKrs159ܫeG<O O:56( XqaŽm9Mo0 %xg,"ڞXu⣝CJ>C$8KK6xg$&ȦRnE?{@$T2u+*<6Ct9ޣ}8Oa/uS(lc@1V,0!}bp6ܔFa1v@z{aC2vRǏ"~7VFE !2Vqf$&9Խ#`6#N@[neF8I<=*-3~I1C$vU):M֡:YTƧn.%aTōs \^XBTBT$AWfCзgeʧboG 4ߢIQ9_s$mpJWr$a|IҳrŬKTu.7+~!D*pr|9\_kv= ᢿX| 97ƕh"%.)dTm3,i\At YnB-#Vr f!R?uՇ +)&]K{Z>~;ǪK7Tϖ2C$z1[+yJ*ˇ'*=E~-?1Hv)ǟ>s|G Ցy_kRg1|'T(dl& ҦFnQLe9X6`-Nt 7GS A,&Y0'H۶-ɍzmjCbeF g+R-."6jM6+8=jf%# s]>cv"Yz~_-r[YV;= GL>%5< z&XAڸw~G0EEobrk=w`B۬'IUOae0SfフOga!sD2{#F]]1~<nCZMopMU(s4Gw6UncB[Q C9Tpm}) Ń O^oMfdOXu'`bELi\Lz(ӗZ-kb}&?9*\p9O!MHBvQu!4<R/RoS#{7m 9l ImWڀ=$^im-u&U]0WkZzz\U ٝ!&"qUP܅!Uobm4yYQ,.}{:R䶕`'ϸ1_"/&\kY:R;oMitHiK7( +(ï\ ssRL6[H[h;y* QsN[c~\CU+Y<-fsW*o |Ate ^l}z( :)kJfDwл! !ts^ኛ̜c]3GAMǙ]Kڃznz}['/yd=#U)Qo%Ľ-H= VW% aޭԜZ_$3][;ո"JG0fl`3c sj~]A&h4ޣGXHº3g&Z3?3t]35|vCTo:;ho.GGN@ҹg`uG +q7vCHK? s7P"thޢAKUVP,⟒٘ntHiK7Hԙ6/{t+)Od0nW?2fT+ n <ؽP’lF+$KB}!!2 ]N*v 5Gf-!b9R 09N 6J΢?b?~IUUE|wWȽ%@ 2Ab&[NdCz!c1b;uiGJp f<ܟ"\ع;Z]DL;Oň}߱BOL;2l8u[NIFں>UQ9`yֹ?03}hm uηQwmntpqp&W9V>8˟)fSu1P6\U>Dp_ jj^{И"-j" ^êa@#za"nƤ VNק#/ -w5.|xG]g2M&<q킧cXb\/03s~*w(6)CO3+ jh37V5;[j,$Gm0jLq x{xla-0Th2a!{(0&7ċm>9Qf# 6SHN~L ^d7F+1&֍[na?Ȱ47iޢ\=<_ +Z*bx&5 ml\9=2׉oGh,=}2PdNbԫRp]dL>~- cM@lmQoAKA* U~FۏY!P"qA6x!5j n]f,.,E ɭeso5~p=Jv+Z^ 9+MJ)f HY5R-.DWhų3 &dK[:ZCEXs+(p&gu==d|PwD,lwl ޤfC]=aw,F0'o4߁G3{ D]yQC l_%PTphMt;Lxj]Z@%T!dF6XX|0Bk: or-9=zL&|L(T~0 R|ih;q7he$Y"4{f-bH7 p?Yy;PCSbi 5$Q VukSKǮuXWBj8=NM ٛ;0j\!E.i +8PLG͸VګBHD&)+Z&㚋{fso-"`BD'_>>&}tJ7yw1jIڌ³ܶ,HENv&zD_ +Y_9PK<7i@* +5^!l1~=G!( vaW Sn3e" +z%2sHT8E U +M@<>T+ '3CҺh/HBmcj +qh`)w*#~>xz}Y[ae$+.]*ُ +@}=כ|ytfYA"LulO:0G+ J,p{e0hN&9No[d޴Яm{zpϳ׻ %Vȳ qPy=M/:Fx Ƥ,Y&0-e:pWPhT{$oJ9~p^GU1Kt ϦVr=yn#{=Zs/XN݌0hnwCD9UGYٕшS7F@%5Ed7{"'Vba.vD8iC|( Da +D2pp:"RwOҠ)4,=E1UƔE }+ zm8p-DP@Ȗ)xY`/"XCE'&ʠL;:x/nuF[&/pL|J'1 Y]վs==U]G}zg@;P_r1eMbg!8<ˍ~҄ %S]D- ka`nЭV96|Pf<ϩ&f@C [Xv&xlhLU;fNhD,P|*M}}9H<Ъ0᫣}L^[;5usvW+!A~}B)*LQBbMq =fk n;߃]=ZڇW'$YSaM$qIOWPp-+szp / +g1H?o L ybO!kۺot0(F5g#<*f\Yk!9 )Jsj(D A媍qs+9Tt}? 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All rights reserved.) readonly def +/FullName (Mono New Roman) readonly def +/FamilyName (MonoNew) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +/UnderlinePosition -100 def +/UnderlineThickness 50 def +/Weight (Normal) def +/BaseFontName (Mono-NewRoman) def +end def +/Encoding StandardEncoding def +currentdict end +currentfile eexec +jnЮ@/e܌ | KuDY~z +s=zаUd-]0ǰ_]5NSLK/O'g-8$݇.ĘaUC}\u7Cd ƪx +3qmSGA塟ie>la=3fƒ' +8GFX(~1?5!dE+,߰HATꄁF-[ʀb.ɯT!%#}OV`/ 2ŶdߨuxtJ. |jRfTrkI~JJ Ju~_P9J+]reBf,U<{Go7@\ix\ΫWɲ["3`Yapn![e:[*P*J?/+hkr_2Sk^@njC0ըIa.c}jYi+1D2H>0?.ߣ)7.b,5"@wؤGG6n +, YQ& 7SHw_x +Q8aFNl)瞠W$pY7y\=lH S;슌p +$SljqGUCp<o[LȞgAb /%RWkդâNk Nʦ1|逑{bHCuv2;5on&Lg 9du~f1Lmoۭ@GGh$Gf D_lNj/A)Hi[N e~1OFbwg(K\F=ʀY'X!y7|AL;,M +([Nja$$ePvЊ ϮoAPu(,dvҔ\ao:$b΄-1~Ufg}vc7#RԈَ"CJ$!8qX5FjqCӻV?)ڼ-M%4鎂Jhq~ +.B7۴6(3_7?CY0! +H: +S_2w VOo1te=[Y7H}c)) +( 3i`H'4g2fm8gW8M]ܣY173ar%D`5%HPO?ɠp3%D6ί$yƢёO#F|7DZa P +Zc6v#ODQP PaӮ/ Sm-/",}D;yv}ϴl7g7fC6=7LZ)^3vPhbL5l)`t7ox@5 =Cف h^.G#_N8*~a)bZ5)*c^E<n<6 V!jNGDb RJߋy=|#MM)ꙩ (kƝʸ },yJ >U*FǣBG):Z;6vrV ⭷Z۵ ”lkQS|%E =~;jMoW-.)wż-`C$|0D1;3-I/8Q8d>zk +hѬ_)p]5Y{RxԖoIo-JցL'S<ԝ!ŔP#@n +D`Cuօ3hrRjtP+9^)S)bc -yh +˒pWp7t AP 颫54U7.,mz95Brw?)t +C`&e"iQy6p9bY*:D]g-&. 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(pI}{uMK]kgYA5qfZ_Fó +dBO:Y^NҐ{=뽏+xziUn߄ FRAaٸg3("v{(%U)~RL c +㟢mFXmQg!A1 _.uBhz@MjQ.ieZ}cRX@e +ю)wcvIwcQKz+2[x}DF΀?Pfļ*9[t'VC<#$?Z\ #P̣dKRz^Q=蝂ʴʢ$_ =M;\jIJސ"5 g,CDHy2=$Rɔ7P~]Emp蘔~'WV4Z1<AfXA3ggjYg6@?2:OidIui=Zz`Oη;yU#w +GNfv݈uQj}(YԐ! +endstream +endobj +428 0 obj +<< +/Count 13 +/First 431 0 R +/Last 236 0 R +>> +endobj +429 0 obj +<< +/Type /Catalog +/Pages 338 0 R +/Outlines 428 0 R +/OpenAction [ 2 0 R /FitBH -32768 ] +/PageMode /UseOutlines +>> +endobj +430 2 obj +<< +/Title (Symbols - D) +/Dest [ 235 0 R /XYZ -81 708 0 ] +/Parent 236 0 R +/Next 452 0 R +>> +endobj +431 0 obj +<< +/Title (MAIN MENU) +/A 416 1 R +/Next 432 0 R +/Parent 428 0 R +>> +endobj +432 0 obj +<< +/Title (READER TIPS) +/Next 4 0 R +/Prev 431 0 R +/Parent 428 0 R +/A 418 1 R +>> +endobj +436 0 obj +<< +/Type /Font +/Subtype /Type1 +/Name /F3 +/BaseFont /Helvetica-Narrow-Bold +/FirstChar 32 +/LastChar 255 +/Widths [ 228 273 389 456 456 729 592 195 273 273 319 479 228 273 228 228 456 +456 456 456 456 456 456 456 456 456 273 273 479 479 479 501 800 +592 592 592 592 547 501 638 592 228 456 592 501 683 592 638 547 +638 592 547 501 592 547 774 547 547 501 273 228 273 479 456 273 +456 501 456 501 456 273 501 501 228 228 456 228 729 501 501 501 +501 319 456 273 501 456 638 456 456 410 319 230 319 479 287 287 +287 228 456 410 820 456 456 273 820 547 273 820 287 287 287 287 +228 228 410 410 287 456 820 273 820 456 273 774 287 287 547 228 +273 456 456 456 456 230 456 273 604 303 456 479 273 604 273 328 +479 273 273 273 501 456 228 273 273 299 456 684 684 684 501 592 +592 592 592 592 592 820 592 547 547 547 547 228 228 228 228 592 +592 638 638 638 638 638 479 638 592 592 592 592 547 547 501 456 +456 456 456 456 456 729 456 456 456 456 456 228 228 228 228 501 +501 501 501 501 501 501 479 501 501 501 501 501 456 501 456 ] +/Encoding /WinAnsiEncoding +/FontDescriptor 437 0 R +>> +endobj +437 0 obj +<< +/Type /FontDescriptor +/FontName /Helvetica-Narrow-Bold +/Flags 16416 +/FontBBox [ -170 -228 1003 962 ] +/MissingWidth 287 +/StemV 140 +/StemH 118 +/ItalicAngle 0 +/CapHeight 718 +/XHeight 532 +/Ascent 718 +/Descent -207 +/Leading 190 +/MaxWidth 820 +/AvgWidth 455 +/FontFile 438 0 R +>> +endobj +438 0 obj +<< /Length 442 0 R /Length1 441 0 R /Length2 440 0 R /Length3 439 0 R >> +stream +%!PS-AdobeFont-1.0: Helvetica-Narrow-Bold 001.007 %%CreationDate: Thu Mar 15 11:47:17 1990 %%VMusage: 7614 43068 %% The digitally encoded machine readable outline data for producing the %% Typefaces licensed to you is copyrighted (c) 1981 Linotype AG and/or its %% subsidiaries. All Rights Reserved. This data is the property of Linotype AG %% and/or its subsidiaries and may not be reproduced, used, displayed, %% modified, disclosed or transferred without the express written approval of %% Linotype AG and/or its subsidiaries. %% Helvetica is a trademark of Linotype AG and/or its subsidiaries. 11 dict begin /FontInfo 10 dict dup begin /version (001.007) readonly def /Notice (Copyright (c) 1985, 1987, 1989, 1990 Adobe Systems Incorporated. All Rights Reserved.Helvetica is a trademark of Linotype AG and/or its subsidiaries.) readonly def /Copyright ( The digitally encoded machine readable outline data for producing the Typefaces licensed to you is copyrighted (c) 1981 Linotype AG and/or its subsidiaries. All Rights Reserved. This data is the property of Linotype AG and/or its subsidiaries and may not be reproduced, used, displayed, modified, disclosed or transferred without the express written approval of Linotype AG and/or its subsidiaries. ) readonly def /FullName (Helvetica Narrow Bold) readonly def /FamilyName (Helvetica) readonly def /Weight (Bold) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /Helvetica-Narrow-Bold def /Encoding StandardEncoding def /PaintType 0 def /FontType 1 def /FontMatrix [0.00082 0 0 0.001 0 0] readonly def /UniqueID 28398 def /FontBBox{-170 -228 1003 962}readonly def currentdict end currentfile eexec x2<(ʞH/ayB (/&hU9σU#>Gr̡7!Bʅ4άIFEݼ Sʾ+GK',:5@S  3CXG%(i&hpt>?:c_ؿRN8~ tgcOv7iYO3x׻!W<3+iDPڏ[YΛy я ]|VC 4f"zl1 ,3gCi|":Bئ%G8oGiomO%sY4{)n48"o[wFE/ Phx&8`Pn:DMr xQ TQLp!6$_;Q|9SFn3[Y 9\Oh&#"jX~T\dWYU +QOؙA<$BاNI8?kpiy^eH Hч-/p$+F(n$'q.'鎈1w4U'<+oĺ409 +O>j4ZdK6!xfpKKy<ٯa;[lΫ l&+<=pƁM~1-`jrR>M !0kۊyJr,Ы£,WhI~iM&囲^s*[A%y4lR*eZ +0^}atT\ +C |4@ Bn ev HԲ>Xds IsVTf~jR 6)fP1+p?ҫҽCd`3#pי^+jnΈ]q>_igu0VЗ"ys܌?kXZμP]COQalLFyDhILĢG !ayZy@M/Oloiyz [Vw>zxnmo\-\h{؇"tZFG V?7?~T]^{4QΑON΅룖#NT냹!n0B_dWQWhy=Y +_@ F^BZ(EC'K_ۻJϢMscE΃neVЅ|-~HW.wv Q$H@_db K8ǍQ⾩J`ul}a|0zd?)WjAΓ}-`[HB3r=S%39jnzl  mQLDkn&T'V-b*[U +9PC a`Qژ0?k#zu?kX,IKDnnb\9 *lǮ;hdr֫OʭNނl puRÊ*Δﺥ4ςz7P͈r<ڌ`>9Tɀ(WLlq$Mւ㴴6?Cϥsd[ų̌h^o@ړJR:ש;r󻫄1I~rkjt~$t' ן@c٥4C櫧#~ 8*ԋ|VX?ޤK.[Ԕ 47Q3[C<;v;wb1 4d- tOK:wy_5,B<\W3fL$s^b(yVvF{r =ŮjH/ +kzl|~Fr<} Oo@[t?S+01:*Q<PJ_+ݤfB"GE <ŝXA&Ԅ'Փ1džʢ,Lp[.c4CH>mvwY7Zrf(я/[R*whv4Q.)FiCZͷ#}rU{Υm5]| uf4&ۍr4jT&x{?x6FO&JcY£SB^rY#T#_ 80;ܯL4JkRlCs EIsm E/7|9θym  ,ϼx~覼0s\;hש5Z^6=;ۡ*D/%q1S6ɾ %;4ȡ`ѫ+ǂ.-(`5Yʵ1=g#}\Hَԡ*|2vyvK#Ϳюv(|)EXmq},9# Eg!]-3OO(B(+yot8J:BFk.M:_Jxm%]? 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O8BvyϱKLrמ(_G>yeE3̹[e#%-rؚAJJ5b%\)Rᎃh?(֩]9!adH (* +a{AzCRFVmgDPP@>"^8γ~GFz/Q9T"1EW-vG؅Ru!H(E_,N +{6 9 "e 90000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 cleartomark endstream +endobj +439 0 obj +532 +endobj +440 0 obj +36260 +endobj +441 0 obj +1760 +endobj +442 0 obj +38552 +endobj +443 0 obj +<< +/Type /Font +/Subtype /Type1 +/Name /F2 +/BaseFont /Helvetica-Bold +/Encoding /WinAnsiEncoding +>> +endobj +444 0 obj +<< +/Type /Font +/Subtype /Type1 +/Name /F1 +/BaseFont /Palatino-Roman +/FirstChar 32 +/LastChar 255 +/Widths [ 250 278 371 500 500 840 778 208 333 333 389 606 250 333 250 606 500 +500 500 500 500 500 500 500 500 500 250 250 606 606 606 444 747 +778 611 709 774 611 556 763 832 337 333 726 611 946 831 786 604 +786 668 525 613 778 722 1000 667 667 667 333 606 333 606 500 333 +500 553 444 611 479 333 556 582 291 234 556 291 883 582 546 601 +560 395 424 326 603 565 834 516 556 500 333 606 333 606 606 606 +606 278 500 500 1000 500 500 333 1144 525 331 998 606 606 606 606 +278 278 500 500 606 500 1000 333 979 424 331 827 606 606 667 250 +278 500 500 500 500 606 500 333 747 333 500 606 333 747 333 400 +606 300 300 333 603 628 250 333 300 333 500 750 750 750 444 778 +778 778 778 778 778 944 709 611 611 611 611 337 337 337 337 774 +831 786 786 786 786 786 606 833 778 778 778 778 667 604 556 500 +500 500 500 500 500 758 444 479 479 479 479 287 287 287 287 546 +582 546 546 546 546 546 606 556 603 603 603 603 556 601 556 ] +/Encoding /WinAnsiEncoding +/FontDescriptor 420 0 R +>> +endobj +445 0 obj +<< +/Type /Font +/Subtype /Type1 +/Name /F0 +/BaseFont /Helvetica-Narrow +/FirstChar 32 +/LastChar 255 +/Widths [ 228 228 291 456 456 729 547 157 273 273 319 479 228 273 228 228 456 +456 456 456 456 456 456 456 456 456 228 228 479 479 479 456 832 +547 547 592 592 547 501 638 592 228 410 547 456 683 592 638 547 +638 592 547 501 592 547 774 547 547 501 228 228 228 385 456 273 +456 456 410 456 456 228 456 456 182 182 410 182 683 456 456 456 +456 273 410 228 456 410 592 410 410 410 274 213 274 479 287 287 +287 182 456 273 820 456 456 273 820 547 273 820 287 287 287 287 +182 182 273 273 287 456 820 273 820 410 273 774 287 287 547 228 +273 456 456 456 456 213 456 273 604 303 456 479 273 604 273 328 +479 273 273 273 456 440 228 273 273 299 456 684 684 684 501 547 +547 547 547 547 547 820 592 547 547 547 547 228 228 228 228 592 +592 638 638 638 638 638 479 638 592 592 592 592 547 547 501 456 +456 456 456 456 456 729 410 456 456 456 456 228 228 228 228 456 +456 456 456 456 456 456 479 501 456 456 456 456 410 456 410 ] +/Encoding /WinAnsiEncoding +/FontDescriptor 446 0 R +>> +endobj +446 0 obj +<< +/Type /FontDescriptor +/FontName /Helvetica-Narrow +/Flags 32 +/FontBBox [ -166 -225 1000 931 ] +/MissingWidth 287 +/StemV 88 +/StemH 76 +/ItalicAngle 0 +/CapHeight 718 +/XHeight 523 +/Ascent 718 +/Descent -207 +/Leading 156 +/MaxWidth 832 +/AvgWidth 440 +/FontFile 447 0 R +>> +endobj +447 0 obj +<< /Length 451 0 R /Length1 450 0 R /Length2 449 0 R /Length3 448 0 R >> +stream +%!PS-AdobeFont-1.0: Helvetica-Narrow 001.006 %%CreationDate: Thu Mar 15 11:04:47 1990 %%VMusage: 7572 42473 %% The digitally encoded machine readable outline data for producing the %% Typefaces licensed to you is copyrighted (c) 1981 Linotype AG and/or its %% subsidiaries. All Rights Reserved. This data is the property of Linotype %% AG and/or its subsidiaries and may not be reproduced, used, displayed, %% modified, disclosed or transferred without the express written approval of %% Linotype AG and/or its subsidiaries. %% Helvetica is a trademark of Linotype AG and/or its subsidiaries. 11 dict begin /FontInfo 10 dict dup begin /version (001.006) readonly def /Notice (Copyright (c) 1985, 1987, 1989, 1990 Adobe Systems Incorporated. All rights reserved.Helvetica is a trademark of Linotype AG and/or its subsidiaries.) readonly def /Copyright ( The digitally encoded machine readable outline data for producing the Typefaces licensed to you is copyrighted (c) 1981 Linotype AG and/or its subsidiaries. All Rights Reserved. This data is the property of Linotype AG and/or its subsidiaries and may not be reproduced, used, displayed, modified, disclosed or transferred without the express written approval of Linotype AG and/or its subsidiaries. ) readonly def /FullName (Helvetica Narrow) readonly def /FamilyName (Helvetica) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /Helvetica-Narrow def /Encoding StandardEncoding def /PaintType 0 def /FontType 1 def /FontMatrix [0.00082 0 0 0.001 0 0] readonly def /UniqueID 28380 def /FontBBox{-166 -225 1000 931}readonly def currentdict end currentfile eexec .Q l}b:AM!c3dD%}TM:MSoßksŊCQu` +?HR S<:_9_;eFDozJ}eAamIhE[1CW&t'[f ?#];yf{BjNV~T gz&9ۀ&+HLwC= /*z7呴&)FSV 8Lw~ *3L#~W#'=\Z#^j W:]bh8A[ޘ hSF}Ϧ[XX#~C&6(+nKJiQ{5Qr\td1{݀*14 !e:49?]vѡxYUsWw7i(s1 +:u (̦vpS| eݲh !`F^d@j>b1nE!I]DLA8 u h{QM~/7窗K椓d·z)d $ +clwʯ{G鶆V:N8<Wb"qĎͯzl>?ih! ^7m1b>>5aiWM3>}~\mho/40gQ]`Fb/q5ϜŽ`ؠr6WE|feL Es6t+qq& g\9U[Z#=D}NV{o\,zT!fu +]wFɏ +~C  GY\8f-AYTmt̎uo_tfF3D)bzAl!Y"`ɵ +h*/7=u}aW~|T8|M#EMu/0*%jIfRO VcZOI͊~.$7&5 nD8ylÎqNM t+5*y2 >h8kO[Wc}X~s߀r&HPw9E@>FkYֶwT,D8# J'(N~YڐG Jh WugƏ0dMdxO *JEi4"-OiI[/Okephd`iƒ!jf`9Ra9v}y6 X @r¯?l؛H&1WtQuezbu\h굆teSCHUKѧ;}]Y ׫mD|9/P5LU'7t=ez-W-nv9 ^ +PPFml3A:pJ%*I׋`6-[AZ|oM^)qE{oddYyѿ;gdqY㶔?mF7'Vx\@X6#\q +ѻsTkLJwt A&!2uM|Ol{Z0P#&@(K橥aL~fز?BX}PtDu?!"ؕߟJg&VT^w5|$!+a_ָw2YM lJ~t6Li~]WxP1y  uWek4[K&Ew )CTtY$Zd7D<#Gnl`J{Ytы LV a +}? ^%k/ih9Df?Q<ȶ .A" L6an ߯o0iA Ú9]45Pd\Egٖ{{LU}IZ[zd4#=+̳[͖4uUAkWՂ&ax4'xQ=&,2қ9v]'1#Dԧ!-"OO>%CRInp +8Pѡ7ҩzfTIddynP]V/zP,`׌||}<{oƿ]FKv>$ l:Q7|6j>$ޙJ9 z;v3ăBwTvaXVd _ %"*5gl)N6a>GZ u +-Uŀ}&=) AҦ{\28;pcB-%̹Yjct`ϱyuSMGMV/N$xD(yY7\e\fk3THe E*ln2x%N%ցJ\fq2ZF^(=mA Ʀ0lQLKnIu%Jfn1yBk n4ө ~Q|-a6@Ge KfƩg\()WGYJb4ڸNkjf ȶc7lZwi UP{DX(N_f!ʺ]l\Q])(kOgv*UavÜXʨ<_£,N.CӾi s{RyEFRv.=Y hI,J K,n\Kb=(3sBr={Vn V 1!ơ^Z^p?`[[qVTDo׭L0݉|Qı'@q<*FG+̍]\]`LlB6Rťvw2=3^c1 + +f(XZM ʛgܧ!H0e|9×yǎN]d{ֆ9Ѷc-B~a-'X-i'3"?ɱo힅_2R[ˋnPj5?}y0Dw1a] e.4;HYpଡKo»K4媴)34T`<&CY'}bOX2 + +>Cړ;s6$x"hYD֟KG y`<w-f^L#lM8ס: Vj VK `{l߲!0wuOY\ܰ+j6DIgRnzpZ$rSU_Mm +}HFHs&h^XD~Y"]n=Fbw9# Gm;< J힥C'B2V+#􄵮 ̱aYn.C +9Qg1+Y0|NX~ƃKA9lW%i[{A;Bԑ;y^{(C hj>t:e"TEgƍ~A?RJ ?=H4Rmhb^Un{m E.-B1t0~- *Je@4*1!nPFvdR (X{(+r:;|$z^qWORPW:=L5 uNf GЌٻ1ZP=AzrT&_J$IFȌl.nGvVMW}酟nU!^ %J F{ӁAѵqwwaM!Bh}|=|0 B;;KPWFUV`䲁:ArWÈ. 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Ws-8Q?!Əݥ@E;7)(C C1RZH _y] `rqigyaP%"oI0 $PH~ͥXM[gi큅']+ @K"XhbjgܓJjր&ff5ޖ0%Òĩ]DlVWDrTPؼ;S-%1*ڹd1i$n ìcx#3 Y4@Vy4ܷ:+> endobj 362 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 363 0 obj<>stream +HWM۸R<M|Iuֱw7ZU98)cU*bpE3J {W/~*|>/ۺc9tUtUz\گ"ѴQv'3(#b~̏á$Ka!cϻuMi T;a6**Π N`tXx~V#\Ldh@džAt[TLpb&$ 7PNBM=f>rXBWءXCkr'e,5=ޮRb> )wFB讫~ 4lHJ5a bw~lHHw^.6'R3u#5j(ɱҟʢk6.u|& n"oAyӴ/Tc_NJ-IꅴO06PU9fXX,9l\$uq"b2(dHlQ=eLˇ܍pW>c=*<Q6eު%un|%-EҚz(i1v* >ɰ]ӈmw4򦠕 RltSF!۔4}1y<\ZP.E#m ,\d-NLM +:E{7v] m,=D, \p$\ XF ̽v=2ƉzyfX` xRAvUC>P[Y4wM!C WzcXȈk3)"4;A7񸵬-ra!q쳻I><朠=lny >( )4ͻm5tywgSѶ5e.~YiFWMa \0rW!$ 'W, [X$y WOSqt7L9mO2SN9us`TLͲmga7W0.@& `̈NÝ'2/4$s~k*Otl ˜BSDߗ$L>6vc͡ꗢ$YXm>6O3ۗ Ns(5Z:<}_mYR-Tڱj.CDbb0%Y=#]s2(G6V$ M3KBL bŔiq7]x V&uCJfXАWL# G/SLNX9D(MRP]>:fKl}eD=;q:V2nV+XW%9{n tptwpQY}QyPyG݂ +1u ˃/< /KI3/yꞂ .ͮ[)hD]evu[Bcl~rz$H Pgfؒ'AmwglT*Btq&d\xv&Bdylrwj6dxmnj{h;UaQ:A۞Wuۻ*)YW +'RU&Bi`a %JH40Hq_uRWc +pn1Idxt +c#{ظr~̐8/ +#6v^Ejj~fL-~0  \j4ם,/Io_( ҭu:zQE,YGR9+wHB-fSjB HIr:~W] + +endstream endobj 364 0 obj<> endobj 365 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 366 0 obj<>stream +HWێ}K}ded#@6p<03V3"54ؗ:ŻMgڮЕEЕ?ny/^i% bOEL1h8eq# +-a"a\ .doH?.?]|X/bo h>, >f01"hXWIP1KTPXjڐ)lP2t`?W t-S@a"5}r#qI#.܅h4C8,Dz)çvP[?=l }۪| ǑΔC_]:9-݅+ҟSQSm晓wAٍ_~7z_R+4$> +YU٘Ə:Bn{CI -6 ]48@|z%0aa r,*%x#1^: w?XP*CyWvGv$Ի˻v-Ol]?5)m8wcm̯MW`][Vs+r7Xiؓ[= *T`^UKlp;\R?5_N5`(4H8i+,Wi+,sIVn DA7i6{v&$$(u}5Ţ-=R-Hv+>cLVLJTlm+%|wG.|F a0dcX@IF5ZIeiMoT?"{$p|@3P 2 quu0eRkU=⮂"HHT.K0!4S*8$.|͗Y` 5RWdλ~ dP޵T@1R.53Ɩ?+(Yu Fe۫$umCWv`3o:qUcm[n=ƀq)#b6,[DKB+͒(z.Jǩހg^Ie"CB+>^5:%+,xi۲zΫߎs!W(u ;78|gvϵne +X~*[BRUvrRٸ,35lWF aχ ;Crik}K"c*Йz7 dcDWpo+ 7yxUew=Jj=l<<'1i]k7,RRp)}>/`zfck7xBFo/ -ʿԛS8=x-Kc$SC-54T6CKj"KT2v[h +XLz}šdUB~ey +O<4jr8窽龬*wuK$%/?t})ft7/ҿ prl + +endstream endobj 367 0 obj<>stream +Hbd`ab`ddv 44f!"Ћ9?!>]B Ln>E% +Κ + +Eɉy +%%@NBp~rfjIcNBHGBPjqjQYj +j ac`:aߏ} ~-9{9ܽps-1ԴzuNՅr>--]voxP.;=;s\3ͫO6GfBڎӺ{I}b_ٽs\Y)8s\ +ꞌ?2s[h r+dK76v7@ն!nJ:G_Cwgo-F 75pvɗ]Z\$WYYR*0{'.}f={r3-;1iRTk+]~!o r +pnzy@ + +endstream endobj 368 0 obj<> endobj 369 0 obj<>stream +HTn > endobj 371 0 obj<> endobj 372 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 373 0 obj<>stream +HWv]xǯ8$"1B `rd}D%@=҂~Vsmysc#FEf?̥4Uog739 2KϷ3kefgYn3)7mpbϳٻw3\c)t潶Qt̗O3 #|avX+Cfl!re5oǹɂ:)dJ]lXL- =i*ȁQC;3:a^i2כl<7d;Ӫ8AZ %?'u:?^n,2$wm-wǢΉT˿nUdKG:h>JUl>\R.4p䏐 e;mob"b:OntS4U>6,jW<ǺSx"uCrTq;VRT8̲g#qjUooziUPx>%nթ EVMN4lm}~[M>g@UnqJas\wS$#@jftM*kFX +b|!U^ߚ,ZA|3s@Zt@KQ M'Ȃ:KPѦ+}DP۠ď }'唳JH0;KW-&NjV)wjl\Oa;kDC ܦ::5i!TpKi^L 3yo&pҾW$+3=732gZ{DfƂ޻C]|̄_?136\b)F[QOlװQYD=Z4)>p)N}g.:7ݮsf_zLdNkY`rA6X GE +RW NfW7X 4( epϟG=X3>6()_Y Z儔Oe;5/h+qimRnc0,mZ0U.E|̔k6i҅ +mP4B)y5ٴi,b4g2Pg]4l7f>}ʂ'hd]tkҫ5N'a{E*ʍ-Δ[&3vdzyLAgr5 ?'r}e̅Q:* Qa7w&Ka)}+hSGu7[e8'rGHݒZkz,h{{r}f NMM.5귧&mxm%JG3E=v|:]o48D1rH9_ytB5>#:a(ЯP=:ůӪdVT4nQʦ)ICAZ<͹.Ͼn;rys/6 ؿ- UtX +uj0kr04,%5׭iR54Bh}%} / +ʜH ޘa% pJ/OQVՂfUf,B~x6?av~{³>~Zty Wvʹ r㥑WSE&YW-Hqghvlvj=缉[nVğ`åwu y=ݕ,r y@3ć2L~Ju\_1.nYbh;#t>FP 䯌 2#&1v4 7i+dijbJW#^+#w*ڥ=6pczU]0>5,BfT-fvlC_bkɶ7< )xrږcÇuU4z+LvKcHNoj5j/LFcol5ȦSkZ1jSp' _)ûKٖIC`Bd TуF]"T+'O߱oCsQH1T+J> endobj 375 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 376 0 obj<>stream +HWr=̍_#Q+ +:8{šDBAB-?1HR\A寓7,b[}*mꦭ嶭ӶN齚wwɛ.&^Ιi +Vi&3.֓tz?IROKZB d3rEM].lλ9HǕRB;bLkKWof҈n|Ȣ2#Y HU.u R-l0J3~١hh/ +iU>x\ņM-`jsWm"c]۬;Ukd:tC`A \up (d.)[؅ Qf \*rcʜ*s0'\jyٜg˓ʥp ++ېqFF8lV/SԚ4?%EY],)؎/!i+* 4CGABzD7sg`dCl郊 5--!W4=eUf7@"2>̒JʙgsEdՔM'x^&Rq?? 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I0dY3~<_] %Y]邋{O^)EW+uSʮfӦN^^M^rS1=dinrǥ&B.j§ +!l9,91Ʀ~zyDe.۷Ϸ )SŲ_~=r;=Wt9rT.9K-E88yUzJjR ޲N<3H)Ͳ6jVDckxs##i_>':I,tk.r mfuY6= bEuֆ=}׋Wc*D:)\bRJ +CV4ٯhV^nG*;= l83G۰KP."C:lN*%:ّ#+Ař|ؑVG<'#A]٬\QZKoRyGēy|ٞ)N"Hk)5*f] NCߏwbtv*>D .ĎdOfϕm)6 z8LE# 29ZdβTꨌSNsLG;JLE ;qZ샚LbIxzr񫘈rDc[:~'q}oF{.;$o]VQ,?3̗]~:C w\FQD]#ZI ׇ\glzP25$!*T5Ϟ5Le=Q2o[ʮɏf_ؽ\l piɏ 746g0l؃M+2wox Lxi:@m@9SE6!x;aCL1OB NDk ۸y*=2n8n$}  OM`>G߼If]񂤦IH9ާ|ss;a>TOhRrݿČ^mJ(Awxm:Hi- bمPޝ9fDHrlTuSuw%y5c7Yb*Au]a+K7չsݮ-!wydlV߬IaE]Q b`) Z VaKͲ6jVhzV]DAUJT׋.F?^ҫD- gg>{_6˒.67X6MٶZz Cknmc!ƣV-"| 1>uXzg7MS]OXmX:ݒqmj`\]i˺,13*PnZ_K(kS\p8ƘGh-3*pGkpNKAPn_g@⋽!T c.4'g?d춤_K爧&筷[TmX;6+~Ɋe[ʢ2ޚKf3}dR]ޅU=e*G + F(mI Y,C@)dWu8i$?e1IJ)mHʲ\:ᬚLJ&ϡ z}*^/G$BA밣eW+=xKid*LmW x: +Q8$OO*1Vİv!is1iUf>eUb0aGZ @'p +wݢ?!veגg{8wk0<)%G/9L}~n} +*N(8)`PY(w(ug"`qJ|Q +8hۉ'݊=$QwϐpbYP긅 ix%X˫bƥ$(]&&̞8Wmݎ k^_6p7 rQb/ܟ½RK]E1GJ}WxX)0@ (uti!<W 2_1yuP7_XVlp04u"B=)\};;E?#|bޙ-:~FVÆuuy ږE%P+U2a{KssA0kst[=ڽE&S ){^ ¢S}>R1Gze +䆰(9.E۞v.3sN= Fם˓+w5o B(x,_t̃al9к9 tuQ2ރ쓭A\W +,zgM”@8y%>|-MN8uhC[`1%Xv[ ngEMY8UOʌad89&,_t:F/Uao51"tܖr9Ŝ,Wf\H S6م땝zyl0#HH<"Z/InN遡SX/Bũ2[xVDQ9^9b% + +endstream endobj 576 0 obj<> endobj 577 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 578 0 obj<>stream +HWrJrS|$?تǛخ]"A 0z@ Z 3_ջHcW.k|=ߋm=;E1jI5smDZ_fvGs9Z욹lDJ +"o7-"~Z|޽_|컫Ye?a=~Ǒis=9of|j$ԁߵ·7z^ෲthe'3I U{r Fi`BDҀ8`+d#kmaYҖ`CKntK#Jve eM'8kzr +} eoC%k : 'q+ @ _#(²q +e܂'wi ~XuVtK/ݧ5UE^V#MNց͟ʴ475d9JYc ٌ'GF\Y҅췴2wEx5 +ϽYp~* Ƨp![zW[w!&{"%piYu(2w3UrkR` RDZq5xb^ %%}Ng,NĘҲɪ@ƈJ@A⿞8ܪinEh>&)"9 χ(:v`'ː. _\vj2T~-Y%$'EJ"-jր,4˴)&oR7np0:26l:uYgUC~lnv{x1= rӾ8jHV|$Gpn^Jk%a7ۼKŔ6K{ѩuډŻMnoEwk {aq}`# ;#XM'+:+yyu _ pP-:^d,r$' +#EWA+ ,V?nE#IPA&,GD׺Vz%01}!@8{G [T!뵭 +Vm:ȋ;K҃@<0,'I#(Q!$]-D2^۝"dzbZpH!1Y22UR5Q ~XK"RJ򾐑  +G6m^ +A='c$f>a1fDb Fz)Io ˾:rhIi A] +9S*EMUI[(CũG;ӜT!ZD4X79$V퀛-MVipX, #o++8êJ˺:?BAlseuݧUu<28Ȉ°(p9H2 FMlx5}pvCoPWAW#(<'[tf9Z@w}46=v.8qe">YY _)iq:ybe{7l) HZ aȺ'āk0[:L%ư5$Fed.WY$D[~̅ؓq~ +)0o+Tl( KmRnЅ 1IH?~kVu[6x W.qd|R}/!%^:13ȓl硅Y fj:\jO1Kp pnI,T݋q#Q!Gvn? Wb Dn9|%5f.2]5#|F:e_e0}O(*(qڟ%)w?~o9B93!y $Dª^u64G])'|NrS$Η,m('?%SVajۏܸ]mt#k˳L.M#}pIkź.:ڙ< k) +v`%/!Q1HRX19Ic;dcțW(Րᎍ@=M(_wI."k $_`yDI,FT *A +ՅiU^ iR-e%m؞kJ怷m!SCT'ʋ" ~XP&8ʓ{E̡쓏7.LF;A-8K?"J#>Wqѿu Zv RӧhPPD1PnVGKbdG& +uDV :drx RYIĨU FV++~qV;?Is*Wr9)/ _] (d-}fBo]((pES=MbY%\U.+/爐.R1yp"@*15[S',>K7,/*Þ)v#viYBrhkD9H3ZH^$A,h*l" +r*pZ;݆A x-_bUmb0&zX#"U?Y0Nf/^}X9[UVߝ{)Ctw6xoJTaU9{0SQޔvn  +W@50MTaԑ"&G9e2'_Onws E%͘p:;LSyh?&NKSASxWs%qV:ʶK@7DeU}egl|o> endobj 580 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 581 0 obj<>stream +HW[~( +OṓZM&)-WZ%rCQ^?OE͹P@:᜙momջռ/R_g}f1jJθ[n,r7gY9vw%S% u?^>,T:,O@~rWX}O ݜgW|=sjLL4nL9d'[ܝhmM8q:jF|7F~18S+7WlMX&?TVH=9N@@z מxJ Vb'/Fkz[@_I3_P#|E_Ȝw .4;FC|\lUt"ʹz.mAJzɰ ImGRL*/7C/L +NkR;IWl"LZULti}6bN/nv[JWITWS4Eqݚj-YpFL#fsd*;TŽ>O_&}y|^81*l1_C?nιȢWɫ4C4*wx;ܔ{r1%tyH@> G<]'x62i7̈\aJUp)EFX߹D*cVq-o>( &@ѼyЯP~{Q~:"&ƓLơ(3Dž"7(FO槁d+)) +UL(L,n)f91lW*>PBMvR9%~t+CDMS^K(< WR\4[,ʆKw}t(y>ՑU]dt:tI m릺wr6njOb,ǥTߵIU? y!{/e)p2|d8XdӏA (OXNf dOnY쪞xn Ȟ ^uWuWYEGNe)z<\MNWUq}Uq&X,2rH2\I>̽_E@ƀG&eNv".n7/"xIڦ3xE'r164sc X29SD' +{W +XTxj?gOXjbMgxpы7dd%A'i@.]; + +endstream endobj 582 0 obj<> endobj 583 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 584 0 obj<>stream +HWK6zh +6֊OQ EI4ͺ!AR=I&@~A;䐲} +LÙf'2닏lڢXmN~`e7q1;9O,63J 4 IDZ,.gqD)b !|8Q3."JzlOOZG +u "O&/^_/fgYlmW $X +hy mF;.UP9U2(\$(c R(X×rgbr$[ \`P(èF% cW`Oiԅ jFd.ރ\'٧]u8gIirl6ǯ ǜtE+$Rh6,. /۬l emo*P$T}ڵy7Ɉ9xS~v`q f0[9RoB&zSƆq׬Rtlb׫"Wg/Մ1fP˾/.k D(KQo;ݥ3K Kf +8W[J+pȘ [ǡ0vmэd_3'Z-(r 9qtkqR<"o~%]YXizjЖs:ܕE1S$k$lmjP\Ahmři aPTtݮi{\(}Q"דbߺQ0X.Q(f +^+iҦ_+L¹&U\ipY߅ .Vi; 2 9fŒ ") +(PHQ|K<K|djbE=63g仉 +*W$Dy6UN Z/iSGj CT?jrXh?)uH+R"eFqaڰlڛ(?i'VgR}_ jɣmI{DG)>x;߷ph*GHGS;6Aȣ!.X44  Q-hhvi 14M,GwM}aOj)m0<}e dVXaiD-rQ6 N%2HoA0t7h@A{ӂcjg9Yg7Vϥ1:u桙[oq8N]c + ;x9]!5,eؐ ZJ\Wp"uQk$ndC% qgib_7>@w*f0TՆM˸y3@TZ v hTˇþ+:->h#vo4;'Q(aØgvorJCbx e]ŀ`@\p}TvL߷`OI)np'tB}۬CzYԄ(\=dF8 #M\N|߈ilŘJ5x/!R'vHȞ_Gv-bNxߐ[<4ovQûxs@$M-+x͋y8YvMBGP)93)MV bC-=Tkgm,' +ǞC&1K?Z9UrάoԾUs05lO >)aKB?YD]GL-201q'=13LXw@onK*XtC% bA8*??PÜMs1X6knԡdSCDW&ؓ0D6b6` + +endstream endobj 585 0 obj<> endobj 586 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 587 0 obj<>stream +HW˒]dJ*$vRreq$aFC&;n>8@R]ݧ~|6f_NC}:ڤ[X}_4ѩHEN?~Ȣq#"DeT4"j7ZDivM4Q^fI 毻͇ +p{ڈ"dVr$n-RdDBE6i&E;N=Uɗ[zW,Q)r^,Dөy-i|Ei"G:N ^ {_ӖLڦae|0x]F{S"B$Y\,l3 A.4e$v䵊>l*cm@z:*lkNu\As`tX|㏰#Tn|gDPCfؚ۟uTD(Pa/X~*m?N.ZW;X%('[u{hwDZ}= }"hI + >w=KVh٨pghK7Jɧf_udBqͷx+NHl@[vFtYbzN?|JX@_1"4i?[L{np,2 [Dy9DJ6D t2~rE~ayp%]=s\O&P3xi&vwexd_@v!T#dA*J.)`.EĖzvF~|ɁC pKl eZaA/#op{E +R6+ﺗBhܿK +i˺gJH{)@k>b=Xzm; %%*\ +`:P=+l!oZ)X5A닑/,Jt|i *U O#`Oqƀxd4B=F}۽όc0 +<'z,{/߹7%^] R R:}=$? &3z]\HKsR*t^Rg&5d K=02@3R:R}B0iӸ^mte.ǝѬ}$÷SߨtʐGࡻ~ ĩkJ{ P\>@:([%G E]@fϨʐKmq/\#uz.h)4f!l^$8_(/w6Xhx + +endstream endobj 588 0 obj<> endobj 589 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 590 0 obj<>stream +HW͒>䦧БJp IW٬uz*9}$ΈkIq%y| Px.9 t7śOUS/ջz_z7?R-ny\8g =iXYe$IjH$VJku^:5ч\ve8]}{.N~Z$ͧEGA}2-[dd]%΋XkX}X9ld'9qʧf+i;〈2s'Z|X6Г:u5pu;E39d|R6zۘ踫HдO;rD2%Z6ڗ-˞}wjuמwakfMg_"hE--ۻեI Ltu,$ێ +'WBfl7 Ewq'⤩< +[Nꫛ&u78aC;npgXWnr4 +uTͮ<Ix=zp+o0RLTn;(ʧryJi.N ܠyG#tɑԆ:Vh]4I7$*ʰԮ Ew" 7& nMX=ieӈ*jΛ!PZcl2m o6aoAv^+a!",-MITyRL!Yrᝳ\.PTf{ |RHH$ l1_n!,y<58MZBk .A]f)5)tWM S mYqaPa<إ喗XjBZ3E;ӼTC +bt8QVg+u!u{oZ˩(ϵjw܈f*j]؇5j% +4 Lm_3 UUH\BEp$D ˜s]KSiW=.A3KH߆cya"ZUܲf{`,ٵQ}d+E:o=Ne $ܰ7$\}#MQ;ɖ'~|Np͠ƆOŎ>~&r/17;Sfg/upiLu6 o~_59>GILsMuvoS+Z?203|ϲ> +D_zdq_&R ѿ'(gJ +bfJ<ָudr,nFN898gf%^*rȞR>q +\]C{gR/_KeMSm$鶒{d$C&ÒԬe^SF#&I\LS1M @f\ 4>S66 WLNa>󯣋ົP)Mr>?Iph/o&K }ńUŮ B@&G?zgM4I<|VI8併b6'<^@K*) |.=g˙+l=Kx"ӊ^z4UFjQ4U!Оހ*V'9ק'=Ac?YQ2d9z:nky簾sS-Is2/zh;c-!_1Üe N9mr;;{$yO#LhDhB,l+{BB.M2xly:s̀șr.Wa{&/U9tE`)f5?{2KOőtd_e)y^~ +'f|aC:B3}򄬇#B٘e<9K{43[;늓A큸+ 9) l"%}'sp c]+|E󤹧UyM]J&_CŐ9;HSl"lĤ~⁔)ܫ:Lgs0LN P|+^QíE\/G$fy2Y+?PS v8F8*e6|eّGowtܻ%ODa^,c9\1{'gwf'7v#j~a?~9\J>|WxY<Ɓ^fBv[h?5eAAhi5EH|X%2A>|&#w3=*+)(_'AA )Sk~k=&&r^DVLSۗQx *?$ؤ)ڊBD̅bEtDIfVӗ9A¤@0oh/7nViAC|(M9*< [r|'T W3;ѹö cX;CӅM7c㛆RJj@oZIL| [MyvL.?[.TaO#&$V276)$ HrC8c-aqO9v{dP@=~g͙45Tz/}ʸђk0yղ&=bcx䖕mQV!ƻ#a {f^kc-u1pY` +0P*i7 m' +(1u'0,*.BܔOw 'شL}/e@}12sK'qMƐZk21`vl~!f3 C[~Aאo(2fu / #"7"+SJT][ǖ]@Ie7lLλbW.u셹~X("& C;@ \@m5O*97;ȍ Z +Lyl} G4-k\[SW.9-7sw$#欗{ݵ&-Ao;Fq&jbWb2m$,1YmWG]B/Ib-IX2o|Yyt1Xˆ[ʽOK5`0a;WAqn3U`U|s'䤹^ӏ.qگO+Ap_)x u?5pQw6 +6mP|ڄ*{LJ{]6*,P`Yz¯)afߡ霨NsF#(Xߓ> endobj 592 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 593 0 obj<>stream +HWKo t-aXm91"kr~^.WL⁃~_ڕ}z욶W}[o_|JFoHDE(/"KM,ITG"ni"Pzu\$z2&"~/{?|\)u| DE^џ41`4s4.DAM!@iFD@ÎL +)Dp4~O)#L6S"O2)Md31l V-L 2I|[v$ӉBv5 TϞ1P'/3;d LHmEڌY\AĿcK|Y:2&C|?lo~oM 5fT9 +дI=SkǥM|9{?e(W'/K"$F\\-]$ϴC'+R9]3er}P4PIen`sNY&骞h<u:w!0x;ߘ|Z 55ktH/ ZK*{pzUR'IZaS;T1Kkb=T!`YxBT!Ql?gAXMGmuyNİa3j.MB~bE#3EnT\o p/I|d>ve_/q}} Ha]gҡN<&!术l7˰kъ_f$%M?7a;~{+IRWyH0%xnIvL@IʑW995V"f#M9g)"&+AJ'[8Zgl__N0Jj1Uzp< +wVGmD}7`.aݦX4'.J@Gs̠\+d PDj+%[(LMwa\W^Q +)6%* OcP9[jĨLݺBpy5G/քqS=D ƜB{0*G2agxj a2(iᇢhx4XZ6 cExkP6c]&lx#S)u:)ڒj~JI@m2CHi#jÍ@_.q1J•~$96gןCo%vŸ⥉a> +yŶr%JJNg 3oGjR*"$9 M 'l>KI›qZ9(EA6CP'(CYEY!L5U^@$H  ],p _M;BTPY [H~;Ni/OTy(o`r;ʂ#bEn0?2ղ6[H`'1Rn{r,#XB#?ꞇ=vU.6t:i#@ژ%+#+%-o`XrPTY{ˢ@RyK>MR1gҍxSqԣ6aK/UXyb{[>ꅲ|=^G"bZQ8 +.Y9v5n\\ZNzZi}RQ֍<>. |>`ư]Ih3웜CplA<~k(F߽ۀɥDt,aujLttboj'Hu 2q?e&ťd[D{(){P g]P'((/Kqg2&FWiマb~~F$)"nN3<=IkyRP/'}#e3(tdFlT=`?GVS]Lr8OXy]-DޞL s;+(PUsCrOj@'i?믴N$ SF.up(废Юؿܲ[\)ힻxAZ7_Rh̞%d2G ɹL1Hy=So%%FyX':vAJF_ + +endstream endobj 594 0 obj<> endobj 595 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 596 0 obj<>stream +HWKs>$' +OÔcހ|֮7Gl&$삀-olpg@"Eک=ӏ?&/?Uޕ_7MլUѭE.?覝}>yyn#ͯ'i~~k#m$ILsO xO.X6bt&Tw$Ēqjɻ$q*yXߢ$֠>ISt9i wmUx2FG>+KiV>j. =-\ >QL4J;RHkA1|Pȅ1 8c4aLsVL|uWgVM[7DzpQyy{D8> aK-<HYP7\}S=x[JvPvT9_*2A Pw>Ξ{sGF=*ٻh62᪷uY,̙7;3 ݅p5mR̵\xaYH$XsM$[0lb*(F}j,|,8џ|:L'`b]YxktKen, w M-Pj]{uԋp/F)׬b![^"4$'Tk:HaE7@ uܙ\Ⴅ&VYj_w17/.)0:lPY_g"*dnCJi䃒]O,.xE#r<{; J@aTǚӽ]9&,$#76Jw-nMH ,QXjd dewl]}`A!_sWtP6&h;/VTEY",aWSAfnhjJx@| "rY,I^upLMKšj^/G U|YlMfpe_U}5$Z&?G'ব 7Ix릪Rs?hEWᬪilЧP'^ɞA0$A.4H + n=SCm+k,'obfJ4P2<ھMA^)`ouRFBnhɘ*Dicn +<\m}G " \㭫w֖^,DJꐂ$4?2L4HM)5% ^ozSO1Ǚ?"b붣]tUu;'܊ u"P$s% +nTu\V#?@jap1`#3"#Ķrq&<|KN +%~9涂Fȯ%| >h(m5 uh̛= ;); 2.sP+))z5ā9ysykUw+ThF33v=\'h!x0ܥ.E$;p?!M) +%r;=24S\4N8`V9ߐ*9G9}_6 nz?G4Daǚ`Ӹ_Ƅ}p5$|k ZRUѬ˱MUZ7`܈#<_t;"F7^>sFcsȯ{lg.&`9pra#=>|߸$$SL +p-phji*T[怪)0A/y+)-{SeF1x>OE}`)n{0}X˿kɦElPG3"BmO=?}s9 k"[eIۙ@ߒ +QB8klh^LO1)O!HkG5"*[<$k{-8 Arh8hK> MZKFRz6߽rc^}uMƙ4䶋\)Œ6=c7%CBZ]?yttGsVMw{z7V ZU;S +&٠/meevH?Ż1e0yXP*_/`z;tmOk#?OGɇ΅ۼ |]}fhqGiJ~gr4InR Rc=LgXg.}R{ٶ +恸LSv +i)N;~ + +endstream endobj 597 0 obj<> endobj 598 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 599 0 obj<>stream +HWMs=$' +N`"=SIkoljS+I @eU_  n%[:hzً2߭?n֛b׬WQf/m;{xk#-ofi"nDr0TXt;c \D~-gqBk|!T|￙s/F%iÜ?R*gs|q~f9cjDG]x$ʤ@ŒfL8/%$}ڸ5VwkR5eqSluuMQJ FnN;??Rҿj™d߁#ˁq?Mh*ޮv7a; 4E 1Wn,3z_]\֏Uy",޿^]5EQWd|nepW65wU]횺S>=B2GHɐ%*P-q ,Qc[ωÜ s΅I=HIkN@2MS5 "cŬ/GHŮ+Ann)x] ;<ÇWo?`AH +mYeNzsR? 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ZtF\mB#Y/k=_h'c2pw4/a|%ǖƏ:g/ +>< O5d"&BWƥ0$WAA%?ԗ=o0 6$RKv/Э@;痒?"ɒ-NGRU13m*\LQ Q||LN:nt)L}C1#C"%ZU!6u͉D"lt-0B|<"tkej޾\S+K\zsP75;h09lsQfdLy-WT[ v(D2@hhQ qs=esW:y [B9`'~ĒE{6jfKeij=*M;2CNqOd6I>y~Z(O=Cҝ¿Fee, -,ib‡v-W~IZJQg*s +5`$F7-{I-Cxe̓-e8f~ŠÒx$l))Srr|͸ΙYh$59z$9SDj` ++u6CX[AR (;?[}eGXLE-p2Pi|7]t&s|˦4ݨO\ukTi?_ yq@ +wOH +C0o\ęAUJJ{T-+X0'*W, M$yzM^:~/Z0 + +endstream endobj 681 0 obj<> endobj 682 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 683 0 obj<>stream +HWr>*%xlLD<',9'Z$LH@G/7(QS⁍^}~Pl\To]SM9#_ًjN˙4?i'L*ND̗Y2%1_k|-og+Bị,ȯ7тks;D, @+/Y+ + _m2i2|u73:6SR&N|74;,;R߱wŐqbY,[!~ 4Ԛ\f`NcawU>f7ՙ$(پZwemuy.(ak?IZx#c0r,(wrIEDI >&eSٝJ۲팢0$%: op验Jȑ^ ||_xJ/`Smy5DSNx*m'[1F܆$.ڬ8%uj+#v!ֶU+6_o&F߳ :qw]ooULdޖ-H2iuՖoEg2=hv.7ڷVes }_T}y,(ձb :N^!j̝"tB\Z0WpJ'FZ[:МӁP9?QYQ96CD&N`3F14 ,,` MH8F~OlJ0waEv g7b25i ++IO7iT-&7KF"CR! "o#NjC&|a*ϗVdSK~a4qЁlpD/Ȟ-))=eB:`⌦jhI( wwJ98ϲJx`$0> O,<'|@§8:|]dvdAޖfQ*0WΙYcf}r$IUG\?%t3cDy - +˹i,lo*x#j +z#2n$p`Ȗ˺f?>tA]W~YDf  +A@!Ò. 7Y\V|45 h <*V4MnI_TCXbFAz!Lt`/ kt&$!L?!1N%d.IR_nݺa+*3Dy!-YecJ1>S̲pfC%U xFvdHSA+9 /&*D@̔1Mg¦jegX p(i^QyOM{θիI`¡hųqP))\ڂ-e{)1EڬT/om]u+[ݣA0& SsUFU7Gus/ia] x,CX&Ivy^qrUKkdV@B1eϦ`B{#en61+~m^6.08*}3c?/6ݯعܛF %6(wV=]'AimJ̱#M "#5X9Ͷ8 Gi:Q#Rgl㽚 M_ZRC +ӃB.y)kmo6>mQՠ<)hH&eZ݊qZ3 ,j9˳뵸#|?@ f8MxrEj؜vMFQkTl`*+qBF=a4:mBOFϨKp@lùLa *O/И(Eqg%Mgffb`R\jo벨.LA8m:ZBR35qHP<%cJnĊ\;&Wž-LBJJ'bf)q|,߹%Lš״D;[R$uU_]~U4u,#( E`AL&tn# GDWKg8N1Vl<Gu跛&z'vLr>B{4#m~4"V7K[o3sQ58~g;8{o0B)k.}L7D7+{,R&a<\y"M9F ƴWu +׸8 +'M$$YcᏲZgT~߸yYo |uef}v=K!U%Ym zhO=@?E.{ϡAY(Q8 q!Vl%r88f9M0}ХwB%3PfTsYa؀rON0[2!?ȦphD?pM0C2<Fn2xWиaY8Q\΄66TN]WuVQx>Oinb|wFwt#;)29,:Ӊ4rML >O$Vf7R)ا.qwrx|:=n'1pKLO/D͗nMPN]F ++Yl $S0Z'dpM֪PT8RR)*7o<.H*B1" B}S;/7+%*]&` ]^:P"^z@;#I+#H E^y`I| u8[ה0*қЕ4(VJB,cojWd +S&2L,mW `0݄O.:jVq4SLxQo.lgoG긊;ҡRLXlU˦U:^=68ɎoUH6?`:pb"c1])-|&xͻ6ot¢`ߗRth=դ4; sgͦ)> endobj 685 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 686 0 obj<>stream +HWI>8@Ѝ^U僵XY.I(fhX) ׯ@GRGզ/?Oi]ѷ6jhv'ţuĢ¤V)eKR1i,D-v.fjdϙ?#ǥby r=9Wx,AzrR`O/X`+}wN +j+ >U{P͕\<y'dVfHP2%KcB^t$5ЈN50 yi6)vj`HsIVݻ.@+)Ni-ɔLKr)E~94*K ]L7LH,%-m|ӴTqn u tMx[v +n5測bo|W' G7>s<>C ͍U860Rwe}^;6(.έeUoݾ-m8ɇ@e4)<<~rʮX:myZTAu"ИxA~p?awŧk@C>l zapZBuYpr6p^jʄ>„A4o7=lhf0Li&i W6D LPQB$^? c/'$|6C45vs90>12h|Q%wXC, tv7m<^d:QVnwLS]\N6;%Iu04&ʹ&6iYАwN!`yI@)Mo_ŇNsA\1a%@fBIp +H B,Ww !C\jc'90K|.*ιʱnܰ<0?[В0J .C,_B҈Pc[iw!s +c:qv%h;({\SK @ˡPo& >:T3&WbeGAlfrZ"R0 *h{}_N +64Ȼ$s `t#PA}5Pm& +-LY5աwcfl4|Ƈr` *g`p -cMf&3j؛?B:|fV+hg)+^bDT +!L\ +yȶ͡+4nXAng(N;g@(]p[`70<32޾oJ4w"i]x匠[@:#5~"nY}s芪0qSd? ÅݮAgMupP&D|M"ۢ|x[ E?tgI~-g,uS 2蝉PC5* Doȯ"F_%8D +_ @_'@>0.9L3pِpX"uŇ "v#|s ^ʭzBr=~{ H0A&|wÂ[욽 k/l؂\|oyrh Lv눇ڭǖ=אp}_\=^7Msc׍wqZOgNTp$.U\pU%oh%@ٮ/6a{W' ꜆6]t% $B)i[* +^"kݾ*S}nSZ~85íJE&>nA/K&򰣭_WD/ڷRm~.f_ +biƘ ~&u pԙ4 dMh9TrO1UX6zpmA2.*Y2o1n/eX.-c1ć\dVt6u -}R+Vbr3 hOtfH4ë 90 1 +cmqcĖ^tpAE8@H*-ϕî4a$@kMu=| P".j8QfNk1hE _]PPPdd`pP-,!;Op#&z(QF@D pN5>{H_U6 Cܡ)bٖn;'qu]AHItvbIE|/tc1WZ3_e[ױ}DHCzgA ~֢wp%-'~ǽܨj h[Qf&9KoL>fr# +hh}]?Ip F]&Jq ohqyaRsHF(f4$O˴jn}ق1n4*%E΍ ])5 D^V)sz緗oJx ;4^&WC}Gu +h9x=Т(yA> endobj 688 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 689 0 obj<>stream +HWY~H + +=Rňb tbLֆ&~5/{](&N0.g_ɋ*kwժurZɋW|^Otq?1UJL %'6Uʩ:%b=!Ӈ I)|Xb7M(Ml.L7͹)Oo7lʒ7ogҦ6y̒dqsΈH H+~bBdtwX_$ nJdz7SPNT(B3]O$)} +vXju;R*w'츻21OFj#yZ`+3,VLa)6_l3'9y6[OB3UV?IOY+Qh9eNЫ܋N0B]I)HsĪ{/zT4)qR'c+0?L6k.~Z=9*js2ct7Ɋ:͙$`]>⚢qW0uZBy2M)SR +qzc _>`#3YV2sLt@4U2 x32\=e>aM_t.ݔHA y$\nTkpSJA<)GE?]tSoe u1 8r Wy3 qޑ;<:e yeIۺtO6Ƈ)Ltv}Y7u#HA{aɪh>%YGEZˢ!,RzC>JO;//9a@ See?~o/z@,{;BYlG{bR(lz>=P8R {D@0r~O)tX(Yv1u/.RbzP%_$1/AXF΄tbT#Z틨FV6+/mn!MKRWy%P<_y=*Ɵ/$ER(LבAg筄D!;ߪ9Wv=JͅPc3L!YpD ؈tж~g3֫U3V^ps \gOXt6i6fhl0y)jXHWN4#T2ʟ +!4r$*d9m9}pm__i֘Vw!tk 3) *(G>ϲ P\sw(qYkafXHn\{#JC6_a]7os^4iA?%)qNE聩hb-M/x+x7N_;bg߻bPdv! EA@Q_Y4῜kt&Kjkr +t*~)<ƣH}\zaEU9pp-ذh0lh@̫Lʜ݌:70IҝzO`|@_Y%l4e<2ڄY$t?8w0Jۺ@Ej]ֿsuBuᆄLN<[>Fv^t>ĉ물Õ=bӃ+GV~L_(<0֏Eac"j{4cy],8Qm:k:>$rG Uq CpEBi6"%.iE, >Q\JeSRUC 8_q3fLCٷD h~UD(AC ȕ!Ui >3%VZӼM4m:=B80ʼn6I]6$`2P +=cD:1 6,\) !Q gV5zeTDg`  +,Lj'"6eJޢhyJ^#g ?qD̀q2|9o* { ij4}7ЎKd\Gᆆ2u.Y\My-mQ'Poԩ4jtAb::a9^t/{FU,0JJɢ +:<x^Ά aNP=6;֨eM&E7uɃyR6mV.LLe-;5:@UR ``yKDA$ H P@,CKAr%z4ب"wWt(sSU RKL\5>:DSp!CmC]V3P>jAުz4dġ)OJ˲Fr;ԂK.x:F7e;jlRuP ̀fp=âk(~u]8{~ 0RNf+o/Gz>bY )WpiX=KJ&Ky=>KfanN"[4{ ^T{ɻ0efIq +t'GYҌK!{[fVI %يD,5}$XVgC5&+T^aSV~ogej5H +BQux[O&9]J *cF#{S!y5ݦW]TmG(bquQ6И΢?k#ЕFS#+SȂmuϏ-?7CT!'&|Ltʪg#WX,+[1[yz^4n:@Ȝ5,4bԉ0Vmb6PO[s4jf?ٹ + +endstream endobj 690 0 obj<> endobj 691 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 692 0 obj<>stream +HW[s~Ӳք3L;m&$ADB2RP@REc.@EvF3bws?ywMeS5myUr=oWv.櫋K2c9_\jd\6ᜧՌ/g<Bj쌉6dӉ`X,sIʾ|󗋔 Β_/]Y}3{q/oioϿL̡)!ε_uR%yEߩ wS#T3Me+L2 Mq)It +;'hFk|[l`uSJ@*q9B0 O[; Kyֆm`tmSݔeKnnKsJ9󪸂)#!ir¥aYָ-M _X^y]wPBr]5KIhwe1_Ҷf&砭_lH\}.h#S2v opU2:}b\&.8ttT˃U-MwO ]]w$7[,'4Q)`g_e!YCΌnbnp0_:k8ꈑ,Rţw#*!xل)KuꭎKD +qJ?(UΊD#ёZ D$/#KNuW<(f̔eC*/5Fpj;- XA9m,?.l+R"R!]QyyU!=ž^SYeP]Lui@zn܌ۅ6&^p6:ƅ;]*׾uJ‰U3l"S54X*NkPЏ|I.Ol˾]m^mMv9Ù琣%(Dja#LŀdϞ (.^^OQ.~7!S upF ߿~68Yh66R-`>:&9Qj.II>K\2Av;v4QS DTf&;Hp|B1ja%kE <9d2w1`{Q_dQG&Tp.Y* H CGz:;8Wn<%wHn'C;5<DbD8TKN81rGTW#at2#Zk1t+:&٤- 0NGL+CtLY !J"O$e(Jd0:ÙaE4jS'__ڌ~<HJ|D'tz>BA3gRZgnMl;oe7˝GtZ}<=ci%S($>UPI'}r{2c{ qo0<caJeZM FRp 2l }W{tauim'F8Dp>^Ksi65]UfT1/(t KOv +17 ~KKPToPԞX-u^]ईg42cWSFR+D-ڷE~?9,e@t4o˪8!d1']=Ga=AfO8LX(E"R r01&Tb腏 :0zиh?$= I[C^AT1e$"/6`/ +.F`1"{^3'1xtFXCоߠ 蓮) +S9As@4ɬω.ZBcz8^EA!/^:±Wqz%&z3:vHy~ +I 4SM'6QK1D#<֡t*QM҃쏧R͡$@l$d9iTEnӅjEyU\=߄.5zL5gMMM.uiJC"l{O*mG%"eQ *msA)JHD~Gxߛ1Jir0؃={/4 +$eE/5x +p2 $N]I\UKFc-e9/UwThX. m;}RgG3`'ٴ@olrʳ9֕e)v_OYRdQKM蟪]@Z Trd?|H͆L#ttGxm>v݁JȟrXֲ|kOکUý%橺] .b/nA8O$ M%'Ub> endobj 694 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 695 0 obj<>stream +HWrJv +.)'&ۚ$xc35@P$8(Y1sn7%hBf}{f>dEw۲(|5UΫ|>{r~[ެf~s1_mfQsKpaV؀s݌og<B*~vńbi 凷xqT<6fbbV?.W3_ +~.gb0aCxh;2p;ƄLΚLbb|wak0"E +bmw]zZȶ~3YXJqR"˻ (>I(p-ǪmMV-j! b.>.~>1.{"Ӊ-f].Bvd,i%$u['a 6'Ų0,<W?U>vBH7.iR^-}.8޹MK%Bx5"濳~#bۏf/(A +UySd;ʰb5-$3fMٯCy<ʾb_<[Ұ4.brX0Pw\~ȨnͭI2-w7z M>C)PcKHN%fZAQ WdyuHlپQ` B5j_U0j86 Y7UR=tX|qsuuV}yAà%Ak&C2 >CP<{Um2%L: 0hFov)yX͗ ݔc90 ӢZP:< G 瞘fPߍAu,?nڶ[d8&, SqQ3-aEkkHt@rlYǙ]Mc.<0!dxf'5BfB/PID5B܌-| To`}ߔ4+)4)<01?5d\aƽl +Y+ +2maEo?C/r]MkE'ܾ<61}!y4.F:A4'KM&?HCEx,R?kW{$JDڱr{?,jǛ9b)ڊ;VݸK+v%5˶cv/@&x7`}b.S^zq矙Iqbt-܄MN3n3zlgpJ/?K 5ېfn~! kv*:˧pniHC73jU#[,XCWjX(qh#vo;mtӴ7Y8/=sF^2֜ Bft{1'2Du(hxbqh +Of7cX^I8ٗC5|­<܉, pT |6Jc|0&JNi'7~x &RqTAlSca <}%UҡEI0+B 1[.kWmAŹr +c!w7YcgQ4]Ѵj+'_-C? C5y]b_tXЀ%ޱh}Ń?b|jX#haF;{=UC?`ƌɆFrdgIS x/i1ERu\i +m"]9_=¿[:,}CۧUԎ;DDQÀ+N'4Z +c? iGɴ\;L%=Z3MTI#MԆCwhڐߢ&q2ʵo$TOB=yx50Fb0/<7S&?G3^µ#d!S~c1?TmL)_<2fL4'EQzDw$ C{_2x{ ^+̒DP˕",1T 1$g!\\/EH + +endstream endobj 696 0 obj<> endobj 697 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 698 0 obj<>stream +HWKoF>AecmdwF@N4EL(R%n_?ܙ}Д, (īo;ţ߫7]L:YgX=˄QTrp`zg"<QrFsfB+MQNBPód +"qE lj{ W ni.Em k!92Wf2ՂQMV%쭮,cէKa3Sũ%"}z +jtP\h1MDc*jR} U*y]4;dds8,'\YspOOmVьvi%w]Y4$&kcH4S0l*&j گs2v5.,Yr*2xշB1"njrM9kWѡ9q%ȏ*Gj,tNGٵ[>ZSU^#j;n;#!2so%QP.SV +#=]螅*uJuޱquaLfaƏPS|[w$_^# + +endstream endobj 699 0 obj<> endobj 700 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 701 0 obj<>stream +Hr_#`syU '-'VMr}.,,T>! 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Otu '< a;o K +3裆Ȍ jD|f)3QnT`Br xEB9HN&>yܗ!i(6-rV4f56V!^퉊vф1sh҅'C9y;jOL5SX{!1cþbd%!j u +ibiKkEZ]St8f/. -zwr= Ym|SfǩB-m$e3 +q jq6@z8+.A7!GxKY::"c/8R`lN]ߔWMs6_BǡCin΅T)j<} PiI,깋LlgIdvG1Eg俗iB _p_:ҤfN6U:ur BvW3 +\yv0=n&+on@NrSs~Qӄ>r+P 'yGt)RKp4!3W}[1]F2ߖT Tծ ;oB `*+ *+i9ϚC39XmL(]'kܓ!xS8QƍXY,F/dnEJs ~(KOB~-F#7y2+q2UY 9W +'ZsɾMk!3.d1 eDw Q-u>NKX(F9-[ +uVh2*\d"80}ϯ3Fߐ1\d!^'_ww!Nׯ#N;6i2tƖ:հDcs4R1{1ok`#)~Y&W>GG?+{*4e}rR?i=_ENZ L$0RmDgRڔob~kbKXՒ%% uBBn%!*j*ߊ(/SyTHi + v@T4Mb 㜊wVd7Χ-$+ +hmD O/hښz]*%L/ +ni ?^BT$'Ht겺~Z] swhe<# A9^qC%r^s0Gtg4=W ʦڟ:0v]:Uie) M=“|I!TcG1$MM@U"Ufb>9{q$usz`5_fHf"~zJgNǛ֏CΏK~:@L:iu%k bN@LU 5.v\zzQŏk(#ȧ( +~h#"ם\`Ms`T$0Dt_>\p} + +endstream endobj 732 0 obj<> endobj 733 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 734 0 obj<>stream +HW[s~L+< ~(HBB +FV2vR(uGZ.vϞwί?ˬ.~˿)eU*QUD߾af+hv11UJD͒*)DN !"&$Rʣf7yLY2O%SnLj^Lp?J+IE?x% D<}7lBF4'VasDR Un"J;OhJ2PO&*,R˨ߑR3͎?+3FHZm{bDZ8gj6KXd`V K߂8-E\Nn%6lΫDsiy6jSs'@;92q}2HꖗUI.rﯫ|)u{ xLZ0oY2y +0>bmՉ2  i SS 4e*/%K S~;'?[M6l^wڻv#ͱ4`@VZFJ# @ 'Aͯ۬J$s6p:m_UKr +[NN-Rv qW_Ỉy{>@&cso +ݙj *?`ƾHjIv>G ES'|)221?5wm(Nqх)OA)K QCD +uq>؃qL2Ʀ4hR(PZ@ߩuy㤏|jFM/I}QNr?uI/,RA;]䔥3q'a>s\oʭ+aƋmU3]qje~84vN$hozȦTXƠ4i,5e{yؖؾ.L% E?:hԪieLyV.޶Xg}YmOuK^%@KǺY!ڮK4&u1] ݕ4>p;jBϧdxkpB`Zh}Ze{xHxY'C++T 2lBըwI2R(+7_s.'ցv2,Jj亭cBeբ9^_Uygyqi㋼ +P:ǞݢVM` "o` cXT9#4 +867NBy hrQ(j4طckcLcPR6+]o9ӖV>G5. +ԍN~.-\VVX<.9]GwG&$s9ۿvzn=CsB= GmWB<[Ċs^uu`QIa&gf#::r<ʎ!wp͑*+v?6gݰ9JW|oΉ +QL0UTP:y&)ؙߠ;FF<(כnzӣOL)x>C8al66$\aYIR֋p}P)H ^)8,rΟnw'^%ֶvz`S-%#uS樍bHٞ>iE=GŘg EE1l03ͮ2]݆3MWf*WRq*p5i imdLBCt 46Yd@.oCaNQGzcT]cZ 4hR:VRnouꘃXzOaL.F/IHD +=;;fS'S ]c5m,AfF.'y aAfh 4A> 37GQ`'0E32P((<0\=6ܗE0#㬎mU1  S nK Ksh;TqMx&!>>wjRoXaPAJx'ȓg'r+i>S25=}OɝWANӞ<OӹMK"FR6&A#RESP~(kx f[0ub,|]Us`&uO_tɹ6&4\ojY~QVHnS( 󊓨jzbgQo6u^A*?O۝Kė:q4: 821Q+5ydW nFԻ)KFu +8 Nq_}0㛫r㒖KpM{.6n]SedUuY^_*./UD.ZU+@A@Y{)?3t]`@ΫƩb $ 9:Qs)o ̵1s`ڱ@i(321Գ00A5N%6< uP,@$"@`܄Ki1P6e#b)4ՀH439;\C; + +endstream endobj 735 0 obj<> endobj 736 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 737 0 obj<>stream +HWَ}K_!~(-Nd ,ĝfEGeF*"یzikusO՟M_*ySYU^}]g8{&Y;k_46v\Y"sg3>%9[0l4WXGs!D,/c)[47ǂ}(W,XW%ذНo + 쫋3ߡ-Zϰaxg31SKaٶ*60!)&m1=3C`z8㻀 ¢{6ϦhGuvd%i95">:,+6۲ _eU0`ؾ*We>iWUYu]qg~ھʖMϻ9–:; DÆv+/iSlWyպ{ZꪬS<[$òժhrM0"Y]^?<}Ǿ]Xw{;_ZAjBOb Tݮ] +mB:3]( +ֶ5%""qػpI2"r +{\γ& ZRlFHV7E.* 4ਜ਼X! v&j|"ow "F(-3"yZ" nCwHȠ! +S,(rZ$9._?Ȅ*=ds%ǂ<)d:]؆Y f _-!XͥP)̟-ɦhR)ndvug9u[O D pBvB|'|~ȮD@L7u#{OFs< QwNd{'n&"%jio"i +UNH۶#(p5?:v L(#o"J^),݇1ǰ66ҙI:M$I| pW_Gox>]aa=_E©SȋSCM Px=$Y8JzG;d}.' >o_8p 0B}x$+gFVnS{^V&:E+&hGUSkN#.^M#+MڦqN,YMDmI_ލM"BIF;0[5U1 + ,|PBuB& Tsɦ/MKu tYTWTC!<=KAZj900# ǩ~'1-e/'R:F20GVI9;Sd`3 +EjtRb]\kEQz˲!krGcEm*f Ug(.z[zMZV6>d|+#a):V\ѳW uSˆ$|Ks?]BiMY XGI'0&%lWWeݔrƎ]0X]wxf@TXw͊c߮aCcUe[-NxX65˂m*);+>MrV Nqm bZ``gSƖ| ^M3w׹Cæq<)T 8Q-B-òlw\E$ ~'<5 XU9>>ln\s̉P +R2"RߗuI3(;1aR^Ue>g"& o6HpIJ +0:\N=Nv + ?Ň.XVutQw=D+R/Y)_'"uq:D̢j*_L ljO0v=QΒRy/C.u6aeB3O= +X xlx}@%g A?uCRcBS/`=@xk%y43j +kK!Ri;H>HFꆵ˷vIG +LI`2RVaGJZ9wㆦnQL tA?, {cn&Ĩؼv-;ׂ|9 7yeӎeobyjyZdVa + +endstream endobj 738 0 obj<> endobj 739 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 740 0 obj<>stream +HWKF  +[Ɉf? dw 6H +P#)R&)1{Erq͞YWϿ˺)vy)ٳ^辝e9{"htlQ?\22Ji'I"nD$h,62?|ۗOss:iv%`kC}hzDw3JBi$uL2S1pB0jOT?wŐÌKЎ' +dg&Re z <6"M*~^H2Nt }F[fz@"N9JQK(gq"ؘ+6X}7K8%͜X|5o[g/ +i eHz/ME4U@.ﲢlq U}p#cE9m{$+ue˛Q$ܒ ^Mϛ{ +7W[G0z~cL6*Z~:Xv,n)L1?f}Lz]e +D@zo$3w2뷠}vEuHN A +.-ލ¹QLޢ0Ӫ52Jqs{N e򂒟L"nkׄ؉F EP2fP$zStHb.(bAx㝰ArCn}kY8[׻}o4 srƹ7(!_E^uG\;8 +ZHL5蘳Mncê-(W8xC% +  G%cYȃc֐+rq "GF'Cѫ0%BR(1TA,Cx/6`c.8Xպ wBCW*M]sx ZWMx`Hܽ64/ϳ6x}(n +Vk*\n3C79PE>=l(qʘd%HPq>P ܠ=I';(O>qFg͔L'I4EJ#yCQ<Ϗ +^hq90vMM( +Gɵ~^x4ƄW7GgΞjP)Mfd&M"8CDN੢H +Oxƀ!yRmqy0bC] @IKBv _nbAsmK.G D UX`PɛlUTJ}P(Gr},/p CNc<%m/,FI>a}nabR NC_@) +RG#q&-%|;);TŏmTTnv)~8ՌY?K'}^8Mt,;H~ID ̘˟FEhqoN t-8" Nt( :֕ל" +XH=V|&FV%E Dy +<,4:(bB@=8+S$ASr1[ + +rj&R].cPYƄFK6neF y ̡\X/9"缩j?*Γ0pW{&졓c]gP~T6}a ݡ}~VXW}aPA !`K#~T=4V VR?L {X|{suK + +endstream endobj 741 0 obj<> endobj 742 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 743 0 obj<>stream +HVMo6=K +0C?"iZeg^GQR$::qPԆ\88|3G?7~Wvݭ.nuJv+R}B8z yYVnh, \csM˂ էXP|Y),YY !_gVVs&裴G_a&`4)+oy ӴOzIxTZ1zkK{C'? 'g &%º.֐u]-0.L$#FW?ǫtA0IĦgHI^]Yb$AԾ L86 =>.1V6eZi {Ғ쭔s[ZL9)여w[:XUB3eaWZ#H.dۇ㐿"6t󘺲t{v!Di,ͫfW +l#;Hɼ nҎ!ǸqUfyszmb½ +:Bd>ʹhwo9m{fjM { hHV+'OV;I+EJc2x\47PB:jL(9x0L aC5δܧ@8zhY!~@|/iF3`:\dY6j˲$4Q+2$d5 ƙ.nOd?aŒbcc' +QBH\W +B@\WB2%yR5H_+֬)ZNK7,*GI݀3V΋嘖a +Ի{JJw_11YNÛ MP*łFed{mη;<8"+`K9z-oXz\؎^5if{Lso/4~m?z/'> endobj 745 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 746 0 obj<>stream +HWIs6WDfr蒴M&Ɂi$:$W=$ۑҴ]@OVI~(VEӨ̣ ǣ_No#F5SuY[tE?e50*G3꘍9Uw7ӔXPaF50|?<~nAb-uRA̙JA*;eMehzrFerUgt&lL5Sũ%rfFNhPS4fNE0VYR|s$Y:|(rUN%Ŕ+eF8Ji/9Tl)w ;#l3^%{@Bgw$]g]|S6.eO;ϒB}[&IAIn +A$[; oƱh10Tcj5J.ZIP%p@WtSy ר0m ѽ ZҼKMe5n9**b'M`" $WW<;o &Kp>ExL|}Uu%u.7m.B@G#uй- )2L8vIƼ@mh*_盤l*UD8X0I٦C)2rH``9b)%ܔk_zИ,d׌‘ŪN˴X_+H *$94 tI(H }CÒ1d5^ǂUֆFҜf EkOoQ +bl/@q+4cg=C9JĞ$AĦste, +>7\g/e=[nYVO q]h}La4Drs y.4,RȆޣ RmCIic܌d0jV6D X O^h0/HC;nǑ0XjI#DN%VN=ѱw:>l;`펎:Mk0zAoȡ,0{3x HX˿,:>3D8b#z'L9'>6GSh :wfuvFպ,mMM&,xH܌J#Sd砸~q!Hbc#G 챧p׉GUr.ruƴE1!] +cتpuHۤa)qJpވ;#.% 7PN0Q`fpῘ ;պpX?&=YpŰq}rzz$J[N U4džNA +Mb_c+k|S@xrK! [Aa{)l>}@ + +endstream endobj 747 0 obj<> endobj 748 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 749 0 obj<>stream +HWrF>l̮"F"'tEW޽}Re)^?,qo_2rxW~< ^dd9)!΍oobaͼo,phlةfTs+z|[Ij% K)e,޳3V0ۺ+K5:*~4ZjGzoꪪR6ztXt&FMUw]T-\]OK p/U]v.:6Q޶p InOG + hh/xxm_&i%|.2|r_2כ MmAO$z+~!6uSZGh_;a{')][-U{D]Nm +"pCQU&=s{]x#h [򅠨h +Q/Gr^ͨ-oW<@ +B27L*E0D -Zr F|3d|dLplB%"R=>.lII*A @'u AhPӆ!IޔÕ:쪮#5_}`\\0/Iuz +*d qW0๓g]`@Vo d}ZYVL.NG\%a)86r[S{m٠yr $68W: +Ŝ5 Jzww*p}$džnrixlH=KX .K xp !1]uUBt~r0Vͦh H oj/1$X +xbXTYGl2DPC#o8\z(itD~cL ;x%$gNrGcr#-ף4w}H/T 8S7͍U&py6\Pi;X|7# w_k>W7&\ +M#Pg P_b/;1S +e0A`쩆ViH&"TG 毡Ą2%ޜ3B6'dLzq*àMku"mMXsEOk1YRAi+>YVUP@OPFХD(imZ=-(=zr"CPWxUbѷ~xSqEFs, 2A%ʷr/_N̳z]J6|.TT⨏-Q9פ4&&-|UIj9P摑4P ]0C]1u8o(+c+̷嚄a$9:RiRչ藨)cBuiO B!}bE>(ʅQV4H8zJuSC'wԗ+AC;, Go*Qmrd ~U˷RPcճ.g<:H8MxnFJ$oTԐ ߠV+HwmWKJt$VTI`H)цޏSO8}+)C Vu?2\C[oB{AgdU6]O& $`./'XCW<. rCYLI>ڎ/ǶY]/ЮeD0O2Qو/Q+7m>p'ZμhMy< $u212-o覩79?",%9x.nnvՄOA5UWɣh#X`cb#M]U5N\L&֐ z#s0͋A#;R,MȘ͐ d\P/&fMW6(3:jx6H#*t=R e +ZGcQEt^UtJ4Wi4:@+r%g]@iiݹ.8,eE>`^9%#ywtԺQ4]$ea Wx"=Zf汀x4Z^G}+3.Us(;$$KqPΆ^Uk(vnV^sH?akdfZb!xD?DÔ&~7cYВY; gP-vɔE|TisHv!ٟRAJG攋7ȅjQ՞ev>UP*'͝=zvns(zL;39E#0bp\%tӒ,Y/m OaIe]=.0f33f6vv}}$%[vvքy`_ E`S@йodhx9=ݟVe73|͌nvpSJ.dx^R*4{]R2P39Pg" AiBo)*Q^E +bfca}"*6JIR0_IRHYXWBMf5-e<惦5HklJ ՛ϑSP:]u)NAh&FRy)if%ƒO`-:6[Jcԇʺ?OÅ(ߴgO7Els}|UODT36ܧ1Лo Ig=ꧦwPoza}n0u|+9%:ZI JJP"\}ˡ <6 _p;B*8*s +p;p8.ϯUPkVj4k}WYIvSQbs늨.H%9Ie,[w> + +endstream endobj 750 0 obj<> endobj 751 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 752 0 obj<>stream +HW[o~S+H1ù!&6QjH/)1\(R# +p̙s?eoUSmMzX|Z<m6+IȬ.dbay&Y˓K ֙Rm](.2`ggnb9hUrFɬ0ń[o! + BH[ Uy=~^\d5FvZϪ_*ХL:֞͟{rÒ Q.rs1#1Jy]./t@*ğILuDuZ M&ӾmM6o.&28*(eUd*c۾+Jw7UoO%repxR'^\cL @e$ ՟^#60o>(i ryBO§W\on$qtfd4i,c)*1qWеBgY, =7]bJuV}4KJ%,9QƓvsaDzYV#Jtkvmcܕd$e,l'\Mٶ=*XWKlS ttl۾]]9kJ)AF>][%,InI(lzIZ[9 +]WN~z$ΓY:ܪoFN.q[0p׻Mo8Sԕʾ7L-wL*{mt{ܬ%C@*i.0aX$>0I9BXo8%crQ/`ozs!g!G)w~\ 8!r'l6u|Mͽ=m4y=b9ھs8brNX-rk,_Ȃ}QyI)w~&!GOddPQл$C%l+_ }gX>/6Q ji(Pkl^dS!|/F@Ef9ST̞dAy JFq @gl: 6⇝\ MȴLZZzOEMw.eԦsR>/O%T_ +8fꨪrԴkv[P8r0>''}ĵ`U5Gu7Ϣ ]8 + B+'0HwnBrZvki<,Ь\U@J]=Z]}'$@Bߞ.҆\S>nlLSLcs"w5idǭMN +D]ӀDz<>t@v3 +`mXIV۵h )oo "LgZqXY".'#Ag*Zt !x)Üt r\0`zɋy#WYrKx6<6>^wnS3"`[F ui 8(`0s:$+Adib8\~vί g%O`2 3* հCQvD +}_>m$]hU{YM/=j!n󚧨G:W,eE(_\DdqA"*@vD)Ɲfv +ajB\<Wm: )aa}k sc5x$n fm|k&xK>NR u{r8I#xtcTA(>`Cd_(1 qL0&R73}9@4z9@_Q4һ+fj>/ɏ PLg1 +=M }2(Yz4@BSg +eXfsoo#0wvZ + /;W9+ϰ5fcmA+D>$-jhD9e%#`M'*"2n?v`uKn+ru2:Jl~ќlfh.QuO_ X+:yj+fwL΍4b>˥BfJ\rkɖ?d(sθ3zDS<,rYt8ˡ*=(/Dk +\\J]}*󂳒75vSb g};~e{͊"؝\ 6$Q>VJ f"1 7lӣ祍ƅT>^NE`+6z7ICpv{k;qz 9n=? 9EgxWp-3^dh#S,}8fۧGw|O5uhx~l!.WeUg{ՠ7Mـ3T3~vqC(œqaWU,YRcǮ:0͐[ty R QT涧A^?Yh7nnG6P>Ph!saNcv<$SK=nu}{o]n6“ 6"fi3}%w0i YOeȝYBNw9 VU3zEu޺m**}Z`s_>'VA1í>BuEVo +(Zg3 'Me +Ǚo[xswS + +endstream endobj 753 0 obj<> endobj 754 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 755 0 obj<>stream +HWr}WH0 +LNob;e3/"A UoG(Jv]g0>Ň̺sbwMY6r⇏|y.^/^'K\id~tdb K8r_E1rl} XኛTE,ˏ߽yCicM?D&xÇo??\|^V+F?b2^]xvyS.j!֕^9jY\&nCؠR:|)T3-8xGg%TVB?GB=b7_d L*d6WDu4MWU`mʷ;wɂCS+r ꝵک(QA{L$~)krZ?#axj4]U쳲\ +>ӿ<--$ 0'!*+ZҘ, +]E׺kdm>C&I5x2nrwDnAbŬFđʜ5ͪ_tfP V Bar6.i( +?g H1klO[pXXh JV5s-4~!#Jȡ wsrDByRD:S&da9e}]laGD3Il"~tSJtN6 WnWy㱒xwlĐ+΢T!L>XAĒ>淄|,n'F7`$%Mv|TNO]u>ayh2լ_='~ԯ)ʼnsZQ2 %A#D${HBU+R&;.% mg+ћGZ)3=uC) 㬁erz.tp̚DM@](grcEBJq|;g&{#ss y00+&Kp@X<á qx.@JSUyq--X=_g|ȳf$H3Ͻ@(VMq +K'b0ýƦ|OT$ +r>8x*KåyŒp$qaz &"#- !(IM`/Mʇ9qژ/}2fe=E^#*eqS-H*uv鞞p@slD>G?u ]NhBEu'_Uc⍨?!VVxZۺr U}?nnhLE^BZcnb}ѭ>nI 1J;#z;pw 4ovr"']_d :oGP.=4Aܒ; 2;w*n\Yp R*ZL0s`v9-(rT s %O bܧ`[;}O'"eVݱVC*x1h:v1)Ld6I>[6ߡS'5ND?iIgT5+{pI럨 NH/BF-u|#gW#,ʶ )wYˣ& :aBNz,O0аX M`GEWfcNMtOCIͽ&+#cn +P7*ePRVÑQox[kXc_e|xԳ/8g)\pEڱACh[T(USToYp=\OO qss[-QJ_45;dx.D 6 A,CՓhл@ ӻ<E4ZAG'^u +"䂬,42V]B5kPf+3ӓg&%Cơx~pTI5&_B*y(XS!&~)<'&j3ȁ|ۯe^]]=ETSBYL[%p>II4(G8_f 0n`U"3rr iӇ>%T#v9subwX䷾`7 }7A>O}3O1{4_(!-cdF3q u#*8G +QKRBc)%&"<."L/Ȝ IZS8mD\ZU6wz]d,$mᔋ{<Qjϑv G J.ܜ|(4$AZn5f'7i(:gEmAXؒ&j=iYz:gjW#T#&kesFN̒^@_YWI<=@-PtҋkkZN|GofHITȍ8hf޼7jy=]7Ш&X+~N:AwEt:idcW:" R Ihx-c|<)g(Idj2]o+?v<Qc6jTV8>*OZ0mjzO5O)T4@(22oL:~!%ӈCJ CUKI偗r!aQ_;\iYwn%"p)K7?9l傟bߦ] 2SS+ gՌo]H)keA1bUE.7%@RP;x4ܵYEʹIz`xnyh0y2w/3 +?c7Zi4Lչ=sQ7Ooȫf\BƑrZ4%]`dPh->595yDdD{_؈Ml /'2 [ + +kfݩ ~Sibz-cqdC3?xm2C,xZΌXwCTA#Fb] +nqC04aNO5o{XyQMi?͉BQke}sBZÄB]^Gv:3i)j( 7QNϖInr1d @n1u6T"ݑe  ZT1hbkE kF%W iZggWA\b4Ts? xha585 .K,X5yQ~|4Y> 5Cqӕq ^X=vdX&X%sRjY)ҘjQY}c e8]+IbϢ|&| ݥOB!&UR>ۥv[o.lڼt~N 9KDTTLd:%zR> 'i7(?q̥N6-u +v +WP+uS@7KUCaA{WXA>5,*>ms, ׹)Ah\Reؔ_BV> endobj 757 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 758 0 obj<>stream +HWK>6BG*q/cu >p$ %)OA~BrW]M+{^64϶ۓ_/%l +Mߐw?U'hv+4I6oaCTQPG5e +Sʼ4hl-7n"|&37tձ~P8&i& e ZXR';Y]QΒ G%6hă\%Pe*s9I!-Tx0bIzbs!=?yqs{UkVFNG8l$<ٵv˹CZ{SYƛ[>r8"\H6=7CD|U'cpӑ= h}MސXuo/;ψa!ϰVw3'ۋsMNGI }"UnJংߟnmzϟ ' F +fMg}xi9dPdVBoy z>,h]\w2F?::5#˚sn=u[^W}( .B*nQ}P r?HJw/iЌ Xʏ 1錍(}ֱƧd'&]>@^ΛfVH،p~볎VIJ8>t74zG&L%Oٻ5#T)ߊC)&9HgkuV$wW9 +t zfXX3@;ͻݡ/b1-m%.O4KҾXJ_>7η whupS7sGu95 + z}D̢t%15]iW&aKQ^ "mo 9zm1oOr4D%F̈|Jz+P {`a?&q꽅te*0Wwz"LVCx# cRr"*j)/=mHIZާM8b +82ĄvSs(٦ŢY"ojGE_~1LC5Rځ"ksHOLIAFcNYi *|h+$< % +hO>ǓL wvW@Mс1Y),& m0;OJAwbMd2o;Վ d7Qzw*n\٨$ȜH[9b9˛*KJ8LOओG FՃ"3RGtp>(w[J,:M#U5ұбp @d sB)f=ƶ'MXM7 qO_ψXyK0TLU;Wc 荃ޅh"85uKax<ڿ7[! )`ș"=Sl$X:pLs5yOp[$Fwԑu2Mbl\4]vdw}VQR>3lLg$GYo-kgfFm4@x${hFK6(ZcYїLs138]x3yS`=HOd*2_DT;eCyO2xY{Oj*#t6Hp=wy(ϫwPYDf)^W( b][v6n#;\}U'>;:^R8`UGjq= ; ioHz%qS"&N4%z81 Jʷ)M3Da +LRee=r[g}H YƱ)&1 +`&><6i}=0!=RBtE+rD FI~WdvGc4TYxӱqW*7,_U- BPb&wE`wt +PVQS:a$`D4݁\w D[ t(Er\;gX!Nh%)xė17@(@'?_n 73|qbK$7$#2 +Ϟ0#.\wy0.yuUcvlrs,3 +R2TB}y +m@P) @&2IZ !10}|9.s{^FFr#EpB걀s/;{Y zHKˑKWibzCKʃLkVsKAL dBՆ_A YUmJjVd¼Ab` +o?slp<BK߫Cyص4' +B;4hi(9 +=kf ޯ1{YoEg{gd^9aJ-$pعjJziC=J!{F}trkZ wnS o=J3 r ?^KhUv*Փ \OuPl}$6,Lt/x<}jR[[1".izxySOaNQh(2 4r3,|dnd6Z+mgYto0rXVA0MrXn zA@ +ހw2nz{[W)@][ }:~@D> 0)u@Kqi| +a+%%K(0oZ°B:.^>7wNHV%"VArmf"-}$f5oWy_U;eQNDé/|n&|lM,דڰ&7,?(RHsecmnh&OvD&lڄ}F_"ѱ!lZip{a/`Ƞ{ަjbv֥Ǫ'ԕ)O9N +ITӵf($0&;'lSN<ma1oDlTMrL&S\@tY.VЬ}0'Ƶ8n`Fi1cRLDWf&1?naH,U: (Y"22n3.* +->GX0B"%s)peL36 򍡡I;PBRij-_(زrFzik(@ys)`T.Iv= ʢӽs`5hc),A@#,n2C!!`VzJ|$RJ7zթǮi,w7-vX + +endstream endobj 759 0 obj<> endobj 760 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 761 0 obj<>stream +HWM]h>1T ']S撕XE4zNW )+Wx~ً7*k_򿗫*ySyUg/~+7_ٹ%sڥIbDž[acι߬g|~c!,t8e"‹X1_KX7_|WUj?\7/x˛6wX}Os8|G>_׀)adEb+z6lHy F'oV3CWs-zm ^Doa*TʸME 苬#}UzҘX LPKqAc\NÏΫ8aeدp!ğSy#?=}㕠XZ53}@^b=MZrua6-">@'lğH/3瑭 +EdeˆBidF +bw!a-tTMVw=u{Y柗M}o,VYvKhd+WhkDȯS =Z^X]|5,w~<YXydimbRU^ޑ{I*xr1+ +P Ѓ7րE&sGs7^g~sđbW*t6} Vo%Lحb_}Z}1B1Շ d]оͪe7 rX0E ϫ N?^ d 7 P""b 璋+rK }l]$Ev5l36HN"iޫos=$[p_+ Wy8ATPAT$Y*.&85Tp!]Ĩ 6pć&mO1g$;E2ci:B{]8VP֢'ôؔ;U}BUZ򪅧-pfۀv`_nJAolO/ʇ>d/3>V~4%K|$\'}$*u*Գ`AѹbݲzdJ^M J0Y.O#6k8/0ޛ^=F>E#NSntX'ftOTH*0f:ctcC= +L3sW:(=%Y3D; #5UOi f|yx +Xcr0C=vSG|=uF{ pUU[՞NX6'hj;`=-wH"{-ev08/t+᜗ܽ".Ǐys'W;]!:NbgCˮAŮM{t| +}DQ)EC{ |}<\Skui[ !" oV8! g-ƛEXHq4d .`x,nP $v7Jij;f +LJٮX5ĵ[md U< +`xRfIgO!N)cDRu&LbkPAUԡJTtO)Rr+ [d=HMMA︐++@ǂ_un+zguGIWzwODZEgGR5jeBP |h԰"0R2gFDj@BLhJ`!ؾz{ Z;Cb.㉳Ry>2bXa z_ǬFS ]5@l+El=o&l[͛Hq@&mx!I"]7i8>[(#G1+ո!C|]BN,R[fp3`ِ ӧ*a:84ŗ5{Frth)EIђ_~۱mqcF_8l?_A?IoMb~0ʦ=pr"("pgXB {狯m9$?wZAl艇 Ϋr-AD4GwpUiX6KyK,PV4Л"0u?JָOd=JqI[\}v-AﭶJ'!^_4 GYkCCu[p1 {Z5pMx04z+ +uQj<2k!kR7T+ K|b0 9jc1s8HXhX*Զm Y +<ʊ":o}| + +endstream endobj 762 0 obj<> endobj 763 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 764 0 obj<>stream +HWrs|@Yl1U^df=LU̬d/( +0+i[n( -gJ 5}o{FY,fCzޖb-m9=9~_tc1ތ< 1_T^0ɝ;\q&P_ӏL(f1?_~';f +X՛|D-LeowףNG<㟰zկc n8|;>1찖i끏3x92R1;)3NIrɸ}Ӏ@eх<$6 3>F\/~]ө|,!zÜ)8קQAd!!L-Ӕǻ ƴxZ\{[3+0gKːB{VH@uF%>c#PNJeju\$0W V>1=tz2=| #l5Ĝ#g= X&Uba&xLTJ0TߧiiTe`觲lwdÓI}7t:>S^`,*x?QbNJΜ!OrMTwO]-ùۤ )$6^k&zo8SyhGp*wuPއy;!Xw~J zjz*n6mQU?x0U.^-_^ ==Ѧ:pV)l^.YN;r 7}8&4:xdz3vIՍAI5+SH&y:? Qq0fPi:W߮XΥ^'% ⴛnCcp$L!l7p!ըݶ䩬YlQVj([2}pAW"[w4mQ|W\ӎc*ۭl~yUl\@l=z1P];[NME +tw`^} 8 $0i`dZGeМ9Rfh$J]fuޓYۢ2_!)& 5Ak@ռ,]2\NSTP6+wI'^orIy^(?Zݮ#շrb𳲨&)XiSYxGR͐DL`fx{$2&dR"*'"5g*/Yd) 2hU\4u:crQy3H9\nÉC"$ݵa7x艨7qC}^ #R(ROt>LNi_o:<㢍R͒R[m5}hip MH9q@4\I `f+uL)} 9!:ևbQ,)hȧmI +]S'>xqw8Ror +TKx4'0<ѵNxS/cAg]Bs8XT%H;f4pPPx Es![Q_OKFS7zA< oN La0 3DCo]廜mMtrVQvIhx[š wK":,)Wb74zD'8 ؇Ɯ Z<xQvxzn`"1Z|`BʬTр =$=ir_GY5 RG0v#&@SY^BiǏ{UNq +PhgUhzRǣИf'v<:u]e'& > endobj 766 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 767 0 obj<>stream +HWKfr4|Eel$DbE8\rZm+ӍH H.u*o=z>[U%z.*yR"\^OG/nLGzcT4qXn)cL%ӛK>d:hF:$7NSN޿yݯ?v<Ы~⇧X{ɻ_a|9yf:b<~ vK8K~If,F`\r%~+&8`Vܶg9x4ߙkdBQi + bN%1j!L  j98"?g<L`JAab7 YˬZ AyYF̲0,ȧl E u3h  e yYO)\B'8@FhyeXոjx1ݞs +.Y[LXX j1ւd_̚ WrM5nG2#bݺ2m~-Gě5Nf 4E~櫫ͼk4Y߮EVe2pG3Au&xH⾌x$ښ`.}$ʫ4(Ѓ`5Ux{k8:ІR]o-0!𪙥@råӿ1%\=\_fdȑZ yoX֠7Z)y11@ْu;n<-ێb}UmMCKH4z +h܊cPKTj.􎱦\#ZJo}mj"Ȍ7x< _EVn~q"&@?; 5c+ I%bcn2ൠ[bC{1x!JB>BN;=Ȏzxw0SC8WɏANv- y\BgzIm=/pYPucAbX(Z`[BӐ՘ }(N[T~`%Ɗk@1k{P,OcxS\Rct@m ![]]㨹γ*L|ug_bbړqj𕷑U\wP=@0TD{یT'$?ѕk#+NVj;FB ^ުA  ǂIU1UQP@BCdgއKkj=G{ RF|xȬ yh0lnʭюwYB V'Ռt3inndV{+Nʾ+|ܦU& m7V풼*C''ߊ + |/}/B턝 20e/;pR)מPQvުw'TCB7wDEyq>=C悾d::}F P n<]74H Ҡ-V)MՋlBح! +=*8ЧB6Ȝ2dcF.ZG|:;OWWM>e5E- )?^nt9#`I XRںJC!e~/"|*rVZכ"4bYYV(ڔrJ8swh ^] M4<2xDpB@[f`6,B>zCn'ˈ|V";I(dnf +pƻdƫe'b{L%͕;7N͊fT nډ=8Dt9IYuTE0W rJ i mC8*!J L%{\Wh>U8yt_K"Q|7?e,w / zq]7g]zMgfޜ3UN!bW. 0}5@"и![KyUZjb+lтZɝW6 Hb]'[& ~a6,00Y7Dpm WE/e{1cW + +endstream endobj 768 0 obj<> endobj 769 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 770 0 obj<>stream +HWKo8>e_GM1@2c/6Dv$ulbqIX`5z_}8zTC1{lz^-zq짷rqُn!Ge SYSxNs#:B.NW U1__iyʲo{ t(%/{ϰp[nNxH,~_/ r|zq/.жeyQr92R>4" /E\m㙴ϚtS1F8I6Q5zaKY(Ȏ ]Ki +>.a[Z (-r^-9k Na5 J..,= du{U^C6m5"8x.NjWuh(lsCmmn(% 3+xVWUQic +\Խm>=w. <2"Zy-;+:Rɤ_il=^`gsSTo3 l)JJBy{(꨿Q(w39vg=|ޏ#~Ow_|)+eʋ S<XH鵳X5 'BP"lL/Aȝ.{UHz]5QEAN(&o&P%ivK$95F y&}ǬTH<4}mȜa$~=)YSd11Yʬ*cvGݰᗄ7J$Km8Wm]N;guws 73v?nᲜ64>9/EQ;> V+Rr.8Ue,>25uDn2D뒷-M=2̡@]Dl#Da%N`i眐83 b ȆV-AqѶcv +QJ1v?;IcDGMUPgn5NR~=*qԸWU[e:~ͣBe&~ijd{@fkEusqB!.n\yWr#U iF0~I>j<]=J?TݸkcvD㌹ZWׄȥAWRb]K0eIh̀ b[dsa fS[ /B +G"ܷuV,)+:Yp +SxυMf$fVRoabt<k)E&0qNoäs"Va!:ztP%6n\ +m誆 mL|6On΁VQRFvcEU•/ +*Pz% 1` +ۛl)]Tq8Ԓ,PvM5)蜛e1}#o!Ïu+pTPPTaRv7Uw\Ci.07} +W8# & r4i#vPT'06+|9OH|pXP{3c:2"5v:g&=bmt +90Q=(m=̐?J9rBr>2qy)؟؋c_qZt੨5sߜB,&=8_}7H>uzOޫqW蠍 kzȱ޲{plg׀v6(W73Lr$EopfTn- EzrixHb~fdq8>'8ASՔ.EHMw2L:R=?}`#=|(4EY=%[%=ʟ^t:v^Q-/HDlj G1xcXS0 .gAB,4CYJD $EױMSi~?a4V%d e|,"#,>s a揫l,ʠ +HU62 "$n_ £h 8;BD)_?BH{e3%vV1Sv{́))!W +δ`kuUDSԙr=Ym^dsߏ瑤mLh|LY/=t[1*BC:h =E*x&{lCx@&&?qF2+_%B^cJoz s@U2fruoA7Dl $Of'2 S[Y(R[rzg :9FՁ lR5wz{=Ǹ>P_NAV]Zj]V􁊨lzW5j&ܫKA`tʏHӇ?;C1 + +endstream endobj 771 0 obj<> endobj 772 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 773 0 obj<>stream +HWr]d..fIf<3SRY^(aBWs PD +(`}Od5/O߳UWIqG_혏ϖ#G1jPϸ[n)cLϮFl|1bs.g <}DUn2i^{ׯ&S,>ͿƒD{ɛWo_ng#V~31g_dzl|>cE{~rǫl >ݛH|c +ljxeIhMfzlKchʪ-|I>%&)}QtiT 3j]ːdrۃ.!rM[rQ UE^ ʌb7me̴$ښhʬ%,1" U4_<ԺNŞHؗG)r .Ά\A̯W=.TmstZ*E3m;_ZN=b)@cDK;jX$B:pUܹJwNe8@B )sX8}U U}!6C +Eq;Va9Q𓑦f-R\hSZ܂5cgvOa3rd_zqT3[ +Gɴ7텇$56Շ\'e I\';  Vmu >アiPltUt}]iД\^geI;4(x`1 R?yX5NQ-r{ ?q3Fb@%z U:0'!m{y,6:~cSq8v `DMy6E%.%(.HT4PڳǣpZ8q* iK dZVkvc5 2@CNs`ARVZ5kΟL$dy9Qe]ű'%83ʻ"ƻΓ봤׈`6dV0bPXESIJqX%~ȋ)BV,4o|.x-_Թݰmvܹ1O}^Q%u{JfPD [TY/gm9ʱѺ8^˱Z:*c +Ӥ<* )mESc8XcScȪO/!QZպjrw䲕;Vk/3ؼJ 0[jp`+ J@3I]!ޡLD* eFm .O.<#EF\f!7Y=lX!q څS|GntNBCGk0i"5{|yVdQ1x#-ZuV$al4:9WS>ϢBoi,ȢW`Bsy:Duۏ9‰ HΊrHd1h^0u&82EW +jL|lbX\f]}=ԤJzfXS4::dHVrXp@տdCx!HM7Ǭz4>\C$ДNJv !C 3AFc`:!B=⣐c֨j-!!0y([ExM?w@ܾJS-L,&3/(Qs*A}Sҋ开HyFeRW馈0#G?y5 Y;k(6Εd zB"kay>aUySd;b{]͋d{_Uk JlC;gh+?'_if">CJnKh!'ҢFcq'I~9.-Y%݇*A +`N8$[ ҖNjR)zį\m WY+%ːtO.RԘ'_"]D!>0( .w+W<.H #[EY&t nS$!sJm̆g]"-vƟ!6`  +cQqTZ4rG\ +R\w9 ^K(oM5,Ie]}e_J#<`ӻ=w20ղ6 d5D="@-z*Pd[" ps; m)T$"rwfH4YC߄ h#_eA>9HAK!pΉK$ JUޮacœɪByѝnOM(-Ȧ 99Wn(܆G&&7xPA$i9J v$)Q 2ÆgDV!,zƳJn2Eg(X-Hhl:miwUM1YhML0b3 g$_z2OT ֥ =\6F318sWPPn+1=_\w#:e9);zy +ro"5d*h$ρ0z*M\7E&v%~i$0yU]$YN_h@__B=9!'i0b{J"_:&/`4@ {Lm_/%ĎZ^ +|Lm2s ?FȵUpl,Txe8'n2>AH\yTx+9MlN!x WGq3< k/")N7z/^k,ch?[#pFPu|a;0C,>AN%/ϻ + +endstream endobj 774 0 obj<> endobj 775 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 776 0 obj<>stream +HWrF}ؗF>W탽ǕZsELAbP^n @ɩ-WYLOuժߛU/nS/z:yk1}N/&OS>]O R;6gr¦',看bŧienfsM.,\e~WЗuuy=\f^~`N>HV񯛽]0v1a^#>er U>M94=}˦g>QP+-d;+ w?wY/FY:'p*ՌK΀`)D.C>hKͅ"YnjON(U3sZUafy82MժqsU>;~tQ//ҩr6AHիumʮ +qh@Os+gEt n}ƒRLg˨:Tdݦ0*YjOen3Lϛժ S~Cmrln +x]x+;MqW҂aq>(MveneUp ]6rWu=>w ^x;3VC悛7َjRʞ'hTkuC$<+H&\rE +P A.4Z|FsU3T!&餳*f̭) !;2giO[!*pR_R׃w8D'ygDz}tHԠLcuL/y,=Ha!ʼDqpf˶G$Hv>va}J`*SYT"~og8Ͱykjj l6~P?l_m*rMUnՋfuֆ+d^Va(-L1ZQ~ϖZ[X ~M/K}Eۂ4N6bĔȌTvaL![P 'Sap;JQj/8~s`T4 q3W07GK|EK@Ƒ<D{KPUU@*h߁1*j(5b|ԣ҆^F dNmLѨ0Ѡ)Sn>6 WE +妐kVv$5"vomp\)kcE!yp!|}Y ZUۤg8gqуq>%rCVVn)O˰OU>..TNdj(pӊ̠T1X݀QWU^}fJcaT/`g[SK FwdE/0(QT4MOM6F}rɆ;4"`jǐԓOrTmMaPDqƄ' +#C)$8;׮&DXԹQD-CDǪHN{㉝hi5H2.۶Y 7B6s +rvMG@yD3ƣ⋉HBǐ@ MeS@oyoNtϹ!8i|J.nj6yJFO ޒc#QOr4~Osi@20Ѣ2>[G?f@ղ6Ee~y tE +.B4!;!LȲ7$#,Ǚ{1GrXDFǹ#^I,q}_Z#}P.iz֣(gCP^ RP>`ʇ_M@Eْa?+[BLU(0Zp6*HrP8\>vwp{>Q*B+wWt+j3[eOS\w-v]1$AdJ:r{]J\ ךlΧ{bX3Fߺu: 1c&>dD8Ke[C'~gbI٫i Ns؝(ŨZM.T %`t<L(92|k|+ѦڤN:;&ICM4"Jc1< #*?ԠG?MV[!EZlD^6arՔXpNՎp#UP-Mׅ9ӸL{[Ci- |~P(2Νn^k(."y%NdxMV Jܲ9@4T>]%Ǻ|yaVe[5Oz p\)&AvU W'^z=q_{.o¢^p"mk+^67]R_o~^`8Z[ + +endstream endobj 777 0 obj<> endobj 778 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 779 0 obj<>stream +HW˒]dWp٬ !,ƒ)[. ,(- 3/FSP>8vAJ`-Vy]~*^lW۪\uU.U9={}%7wѳ혏gף,qƨq_3&q)cm֣t|3JιݍO0Ht2. go_]^_O2Xͻ}$ch8˟&f?^Fׁя6N<4H a]:~ p+V6l 2XڙHig +^LaupS4%qO^f2 DK&6=64$o YZ6g +^pioށϾ7ȸJKfZټwg(nΨz B9G=9S%).}q菩DD+ޕ_q]74bH3R$Y + Et[[J8j:B4\Fwi=ANf(HAj0Q9{YP| orsA_6Qm6`ٝ`˦&+v>nF@3iLGumk?Wž/VE^ քrISn#O19M.OYQ,c'00I-?X9I!p>-[az[hqMuˢ,6Dbþ6GN(q2氆Em.j9m2e_~=YT*hq_c_]&;X@2vfbGM2 "M?DM2qx͸hdbR FZ Eko9)=C;>g/]Y^LozC4>ofMI1Xl7a郂}"[ k *vWַalC~Q!DݪHeoEZ/AaUr5^dQmU8;Ȱj2MA\ n94E/堊e[J^# +.MTD/rFQ鞌EO!LÌ4iLNe'%LgFԟo$QHoT=aTu̘; ¡.mi*̓*دm'@j EXt=@4 ."nf.Ӡa.Ei&]74mcTZ W[$cA0ؾ'aZ¼Ÿ[pEDSt>kw}B̉AGhlQ ʽٛ~ -wa{l(˖.q6&:e5M. 6fIAIzv}-0\6q?WܨGѳFV܇"Hzie6Ӌ-5%bގ6,NC-OvVQgY_]@z4v<ꄔg;| g$Zq=F@ OSGGP)6G Xf_N\nʉR OZ&HBx2|7WxVC2v}NGrC޽NNyb~bޱl١ _;Rˁ<m_g]sAt7-o"Yg +Nۯ$['0H$Fv @;ILa~p-`^@PH3,4R%)c€@*X#"<bs3,zxm"%ke`| *o gY_xnǎ̶=^m_?. rTO|@C;A.l&b<m'2c +w|?KM4䊅p% <_xz U6ۖ8=? "ݴ"rV iح8|‰ zv Kϰiˎr: "n-W'IR鰪*J%L(ZR᪰w:),{ 4Y'aػɷž+Gr(0 j92_m}}M-AeI-¬dOUZnڤeG;KD >Gi8Pr*=Sa{/ @{kTQ ℈*-?]FĎ4P0,hU/ѐ8d!M]s"^#$5 +g_*ҿiWo 9,  Ŧ0tSi91@AuJ]tp]9qvRݟ-"n: q@'(لC|m˚êu| uDwD}#y0+[ +GHHb RV(y u;uurrl#-K[ +~*nPAhjUNb{$BŤ /HU]ѦJ9]&M_NIYCxdE 5A>ͺ#539b/Ͱ^Cg+& <%#ryr%K_G%i8,5=p) +*dTf[>j][^CF{>T.uV!ZXlCqVŜU@S% +t:2)Mw"]+X)B-8d5r7 +! 1fpq^*'pLSUU ;m][zl]pMBl[38QWxFĤr` +6)Dcz9#!Jݷ+51)pSGTEk#$ȭPZVt7盧_+ + +endstream endobj 780 0 obj<> endobj 781 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 782 0 obj<>stream +HWnH}WB"@NL2/d-jc +sIZ6E @LU˹e9y+by,":GKg&X͔ӓS2=)T,0bxLhެŖQFJToZY1mFj2sB, +aV ZʰK[)OiٜQ(]wE/ĽQy+:K3jc}N]^S.^^[^IbYi)B'_7yry/e/$'Oj2Aaic + gN\9*KpU06aJr"`m*5p@u6ѦrOI|^VgpPkƐOlـJFP&'j&]+ $V ‹0 I3:BBQXۻ ix1:Lu2Dd_/ +m3 [?EC80d)ݽҪ Liv੷5W6Lh`O5>| D s?'$_"\殼mtg MQvt+L=}_D,ϓUd n 2]ouן.=uu@FGQiLղgI=P:S놰vDl(_ GCbaW VtD)%4ppy]4UW9]9fU9ƠLaikTٛWToGb-X̾B:H~,kq,C(-^UV pS8^˽Xf[uΓ#vEk~yHer-]-*αIԅ4QQ.WD9<*2e/u}c%u&ИsU]Qr?6#)į}2NVI9py*5`+[)+$*^feEzOן%]ǐab۬H +Q՞LmpG*N{!&&UZpLU.,8YelNSxjnoLYtY3zT5=#~ꦀo;]-y02チiT Mܻ]?i48AEi})znYCgWG%KciO.z tP?;߭JᅟM(ROwuMaE\閗5@9DTr`l 7E !ʐQ15嬵GX8JaH p8J6M;2]Pg35g ꖭ&6bcI;<2GHY̫8z̻t^8|'ϣQXtmWd:X VwtX&PՋ@[+bweq Ä0ݽa(#Զutud6X y~ύA<ixpQwF}7滶8Qh76Cp{UԮd=Zn <~-*htUPm*_n[G2726Zv Nޮ ZF mM `1 G B窖АS?FU0pl?tO5ON ¨Y߂<$)  +Wk3Tu{Z`̪gնj9Sj>*.++XyJEwdQulSmG!,dCX,1dS-[{ +%],zj@u]p@2 sr{RsM,\d1OĬ1EٓƐ X,CL03ts-mCWӘ7Ϊʚ+%rvRqXwt4܃Mh_]n*)Ңn,LSnF%ޗrD™#-[١Yءe;Cv`>/4MPcqa($c{kLU}?d"eŝ%0*`rTZcy.VKgO}|<1 4w1IxMiM A4І4ުMq$lνí|5F-i\XA̲ :"*S"\^Va:nFdՓ +}W2>*kV@CkQ].<-Q,rr-6< + +endstream endobj 783 0 obj<> endobj 784 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 785 0 obj<>stream +HWMspK~D|"[S\}t `|Hb+ff]ItЀ;ߕsj)wlY _wfȆ8_T80C(rx~3%11<`#BUј;+}{޼5t/#H9⊷ߝ~b``#V)Q8ːOG:i ߕԿ L-M`%5>_ʧ[`dsX%{J\)"UCm)1NXo1 ՚r8,$;"N-U(BOK1`@ 'e˴8{*ڝ}!/O2{oT[+BZPl+FVc&uj]dǕ%6m DZ9xk.X鋪r8II.`*eḣQ l[:RSja* ˂i]q9:QX]hGW nRhc9k+^Al>\xIb;!pi\sy$?ccD/x9hIf+'!]Mwa]|YVtļ쁆(e,7ŶGkHѦ+ݪ0]bnnOt۳8lK@F3,b9v+Szbnr/#ܔ.Vym\⢌d lzq]>tQΦm}i^ƨkض)u4\-z35|E!(ֺXlq_-ň{yZqYM`W֋e}l:xVy1U>ͦ'@+$CjcfyO¯9L +vXŽtQ΢pFYV2 .Ľ,{َQ(ni;9+<63?W<.c.+鐕sJɯyj[/E* PWܱGƚDBR!nq`taJ$X`X6LFTjeu8^&~k̺:oZVJ*Se#zBֹzÚWVhQlMO}@WXh=npSbCkONOs`j}QN偏ݞ^s_xy-hڸ\O7]Yk^z'`LX {9$|v{g¦3H⋊M~{?b)fz3bM:r 6ŀ^ƒX5O@dJxw:&ݔZm_5خ<X~rQE9>3#b΋.Nq,)Vw/[뚍D&Em:v*K (g?Y_LQYSdiՕy7p+4GC|YE6;`g!P4hM Wke&hD@ִ0awL#iNuԪucr uښOgO)zw4lbiȦUo`r)UM^`K"Lr8op!Q'=(;VeH + nIR&Vk76^Qwk6Ѷ&Lh|U\ݮW-Dm4^glD9鴯jC@y +HIW\(aԵ+<Xd"FȂu]$F~ k m?&p:="A26 ġ%>VOs.2Ӯ[T$e Z4_ /jٴ.^>^q$#,$$Ƨ2[PXXwA!>!<  +m'@3bm҃;/` ibS"KQa˪`yqӰ3qoe@[yJ%8iVb)pW@%/>679\\2=˭뤮yj9qɞgYWQnu@4W,XUK L[G+䭎4",A:> 5}emj(ugjxjBMI/U=iٳ,Z$Vbe79lyQqjYe"V*CeAchluoKw:VB}c@Puɧ-͚c%S .UzJ6zUB+M$$ ."<3e*1ťymA.#dU1#OA㓌FZXNd=ԋT (WI')L$<U뀅P ԷU6,U6, ĂaI%^X&VTJe{x'a_  hByNuV/{د +942;{SQjOuÇiHQlX@בT')cRww/:e8 L=|uΛJZ1[B;fdQ3f˘»<쎻Oj + +endstream endobj 786 0 obj<> endobj 787 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 788 0 obj<>stream +HWr]d..D݀#I&qYhHH˜hJ+ι@)ٞ₍ׇٓ&mrSVuTj^ٓe=~9{|y15gKiTdyۈ1_X9 +_˛YedÅ:x޼˷Bqۗϗ|yz-H<y$匹Xosi<{3lg|!bϯgZȈl#DpqwwWwb5dUdx#%xVi'f1tWZM,"H^d,Sm._̂?ǓWsQ"- ĂG"N ]9 WYG6tAQ6~)4I;ndi]﮳uwrQV~8pVe_ϋn>\UZeUe/)qle$/x_ +YnhC*E! c[hІ*apo6 NhTtiמ؝gt4qzKV}We{ʋp!4uh@mɪ(+j)m!Uk +Xbc&$nkB6.\F${,[6 dP\f37W`tZB%X۬B(܉uH%ֶ{ p mqqmQ&n)Ok5u8̛[!Iq1pp{_8M+n\+vd_e;EN.b6vLAH=Dp+ftɫƵzcJXM){"EB @A50,rܱmyeDO:RBgLE2@|pD,j$5@ "l`(qp<# G+Q!q<%9K`YXuGQ8>[yۈt%/gxdP94 ЇꖍBOV翺R)j/;=ZqmE%H6k=}2Ϸ/XYdIN:T}Ձr+>ƣq=o : *yt^qDO- iQ_~VHj.G0>cKBǚ_o +JYc>9 +~ FmRKd@j`h[9Eo.ˡ~ 'l grf@ۣgs.j}EԱ:yY%I2|yT/M<䋜PMb `~nE\ax?<GFQ^ ҄7Ye>c{P24LidxtVkau$-b<-kq;h-: {bD(8'>PeCtO.V[#3k'jai' #qw;T֩Rg]HKD vD2\/c|CK +)~&CgnhS)fU^o ȍa6fެILEg]FM-.s?3!(dç LiMÉjS)#|R׹];hIi#ԀBɱ4"ˢCUzR eº bxȸ6ro&A)ɘGOE=8gzK$ $ɥ I/4m<ť߰?c 1G4DXwWvwj x"r 2ً|(@Gx#J~cvėc5.Ph}}r>9 rv\tK!-%Y *b"dW =OfnP$-83t+Rn;Ξ^)b4V˲=1V\m 2e{~%ӼXVm)_y4U;I j\ލ +2G-*#ÏiKx^# 8 R|x^?PtU&z`2: Dr|Mb9\ &SB7'} o8:]2T6Nsh[FW${d_d]Q&XG-ӱAMȥjeg5)ruI( ֆ?΢$FT( A +khWʧ.sM:60[ F cNR\E-m}- 6ZeILbn/rjڙ>o+e16P0Ozv<D4̿bu#|YHhyj"UMy ]D36^_D>ƶ> endobj 790 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 791 0 obj<>stream +HWKs&"yڃwcvSS6E @zLT%fz_1y./ӮRuSl)iSL'^vb쥛b=Z=/ H.HOI4DBMwe fU`_=$6޽x_߼Up緿/# _f& w_}X6yD^1'Vaq".?DDLaH pnt;|K +k%}kqhx)'LKHpGc%^Gװ_29fjc*nb>I\c> +#\2N,,7u"qpOI;^6Q^ƏM&"42k,Q;&O|QY*C?] #cE"e ea|`S*I;ڰ ݗb+oH՗ܩu̓ҢbLx͟%m }bt,b6< ,i|-*OGȓ.m^uFHi NV~U[;s'bUT|mؔh})-4Ir'Hj7) e.YT IKy"!9c4=H ra %Iװjx6JhX]QpI[>BRSѝ-dmn)L̜Zٹ_ƙbH!ک4p4L֏~3NӘ$Z!RJd1rLk2e*Bp5 LbF1qj%zd>C *DqEo>A $7u7Ӕ4H*;?Gv]==*Z$݈[#`+TNOlW{#v߬ YPdEgÁb1C|I?_X +D} STY_@sH!@tE?LVTߪOD fuƏFa>4n׳<=Gn)Hn !MxR\@ݬ Ի  9)lk7f+Nňkd`@zZ룜86UǞ+8lSqj !-s,6#M2`@֔q}r W<6vuSo1d7ش7ogmgVE/oJmCM>:\TD(;VH}aU D\3psVl%)̗/30$U2*B'zgP)U<P` < @e2~!_7(ųuCO) 69,U7W!S;J*@I@ӿ1 XD s4g2|q]_ \v|r4Z+e&2'T +0(ƹX>OPva: QpubYZN(G}C{IކC+ bV}O!QnC{kWETlrfE[%NjW kF|3W5+rH# +CƁrM3aKk%e8Kחg"~ǻϬ*Feͫ[o6;s+ O(!Ȼ .lNY*Oq1B>p70Gb4h=WC\)+ӱ;K_mji8 h]':I0pQ<0.$H CFtDCixB0m9 tRz%SGQ3 ?WTT9pmsS. ag[%#Dx)OUYT;ϏUJ!t xխ8Zz +RbF+bl0} ~]l}K5 I4hD 1Lљ:6k|9=:LS:*99v?сDkgv3E$MI3é2ϣ6x>s飹Vd4 +=YR[\j6=$Qk`dOvkeQ,VF>;eW] NVi-\uL:z:1ԫS/ìBFJ^u[mɇ6v/ڊs`sGitt|Z^c1.9R=CiYCb~e>vbE9' c@ݕlfhX Hk6O=N1-Z;.snU/(N_>`t + +endstream endobj 792 0 obj<> endobj 793 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 794 0 obj<>stream +HWˎF_B,8ϙY/jZP/snIlYܥbխ ]ܱQe/6 +%"xH@)4i^hW0ݘF^tDZU& ni"/wuabCU-SZ"E[u)"SPj Q]`veFGwD 3`RU1>jڴꮝ TOI?wo1KTA Ӭ_u9 ǺG߭ ؑDz{>` h_3zߌ>^ydFHh$R8kڝWc|CS&'*hETwY'/E F~1/@A3 şlHe&#_}g>4daʹ^^j[OGr@S܅(aS*ge4V`F@HU}Xa'j }X?|7%d&6iOB\(BڝȤ8GoßZ×x5腔ׂ΢tvę)MNP}`|* $&'d_E2qY){/&G*"~L@܏3=s*h1v$*~t_6u-v=I"'&+:N/b瞊^8/cۺj2;p +2D1R*R~HޑH`#ͷ72WƑr?tɻތ=14YTʦZaWy\ҡ*U//Omw8x8"_ݵf?u]T&pY ݶ9s}/>o 9SD5ji=2DF4 +AI56bb^hq6qX jc'Xm*o5xbϚmE *ziIYF0I+$XG,ibΈUybsM֗!4rL(m!0ء$ek u^폣Ru]E:ٴ:]ݏ hX8 [NaX6(\f> N<[ҿ4Hp5?90 8D^4=KJ5'2`Fi;οL7s`2B}jHf3E'y4M⪰ȿGT1ܵlia Ĭ(j" wNýz UW(SGn>eաuH* +!J3r'|fCx1;:'HlNĖ +u2O/=] 'K`XZ)!\\k + +endstream endobj 795 0 obj<> endobj 796 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 797 0 obj<>stream +HWݎFZy +_+2ϪT +m*T6w\a IYJ} ^s> endobj 799 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 800 0 obj<>stream +HW[oY" 68 }@[DƤd!@AK~d^8Zj o9ϓ_Kj]]7"ۮɻ3]&g6G1*cW}TS%,1eF9"-mv79'ȧZk*}]>z}>SM[Oy3*9 5gNWmɛلPx#>O2F5b8~er3dc U!JFsD I9\በ^DkS=oJH䘳bcaVʌTj_?X iN9bw>y˫9޻l*(|gօH&*3X9y99*(;-@^5*˪y +8!/M +ܹ̽v C^FbJ[F gΟh2FwV!2+0N&کMw6ԦvoʦzMM +R +WV:m*scc7Ǿ?wE^3|Os`/*55Q/y2'V}}6% M6x߱eJ Zk 1VpjxNEAwb~S \!$VCxsj50e?Zc·-nQ|inu=tqԘ{ܨNG-$h*v~:t_MI莦2a S2Aw!AN6dql,/$%2@WA1d/@`C#k( Omfd.|h03 +}mzN79CCJ'},px_9:5kYhsǂTGUOn狛f"Uqa)Mjϼ;/$d_e+>RU"kA?H w-K7z:nZO$G"|5Z]d>–E4iAV_b.~GQGjhp,E%G"PfyLܓ|M38,M߶ƛS&w@awmPxd!!GʡF`~',Wru_GPw#@\ }ucH +qݮG#=Gj:-bC㖔D85 +k yek`mGcV{AxLl+j-iVA{oD<}pV`=wSHjqAo4m}&GUEK +CEPz3 @w٤dL]OIC'Wڪ)zemZnMB$GVx?'kG}ȰХjP4Q/b7D4u'UGrl], pv[Q@&(L כ@l)$uTMMZWm|rB $مx]l֟n׋=#/X +ɤq{Xr,8CKuTD!>N߱QH bDҢ{{*xuu')h6;P[r "1V7O*|VO謧` NKV]Udȱ_ …SǡmƖ"\$1yqo'$\D"y?@9xuq< Q> endobj 802 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 803 0 obj<>stream +HWnF]ݰ?Ad5pbh-o*gHVIѢ_Хƿ;|CRI 0)}sy2tLo24 ~`*x1^鐆V)+–Pj1!DۀR6 FHM3k$bQBHJrr~,Яgo.OϢw eO鏐` 6BJŸ;Nb).Ux[3Խ 0)|2_tYP៸(9Q`>`aT!A>.Y# +(BRJKL.28@'G?\ 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(xj%+6룻(bcq-̀8E{,NJ{cJԲK]~*(}Qz5+RZ|QF ,~#TıʧwIkFU&!VMhh ,%J1-6@POPpv5xKz n})jM]PYmWbwTbx:ON<Vw@UzTueYxN[+PՅĻfKc*auG˥z"K lXQR۴Zm6/2 w*Vv + +TJp QcXjdW]9_xiM v { +Ez.crGyAP> td <13i!e@ճG2B<l La=#1'9i 9bNJ19a+:@'=Wn;963s(̡`Vhr{jyC?_SBw n+Wۇv4ZgYs۪X 5gO]!\C ĎTo*(3aΊdt2i@1zG e|M9O eU-v DZܐ,(m q'm]w?]u*tXw9YwHtxP,zʈM\s +.P6ї)PaXp6,ac sX V +(4FJ[gf+y0)ϐJ +,xP#ms װs-Ĩs^ϫlSj/4M`@9u<zlRJ&,p_+AbBEJ#Ɠ\ nn%Gt&F9B?BPaX?N9A +Nvlj5,q'#AsYgdOh#,$rIwe-`/oڶw.K}0֋~U%f_D74[|xpH׻8cڒ̅q3@W+sݹ<ʝH4gRUڌJ8欸9ԥLjNe.S2LsKSd>ZD2f ^;7&flj-O\A{\ eyp5f Qkߖ$lŀk` TD Kik6`6j7H#AXN_lXaiP&-,S!yh頼'\EA8,;i}fHn}חat(Vt@<# ,l)m4\Oi?U*Cy<J2VKnbf53Ѕ>i-uU:lI:3a<ѢZ<O&RC g=e["+):TUۍ HZ[OdxT ɓx| )2!YbC)h28a}8U>i}\ zgEwV% +hjG/>?Qo/cJ%ڟl(wjp8#hR 7CǽPBφ}u|J+bLbG_{F̑Њ'a[h$1c9ߓC + +endstream endobj 813 0 obj<> endobj 814 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 815 0 obj<>stream +HWˎ]de I|? daN0,4^hlG3j#)~p&KU"KR]sٛvu|Za6a8lٳ?b쏦`nfZJG* 3R*g0Dxg˒RyŝUosFioJo^+a-o^^-^h3+KAž Fw0cp}7iUl4Xj?L0~Ǝa%J*8p3 +f;_xR՟GK!|.f\3cop 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͗(*{bybr٧Z&obe,4~ʘXEOXQK4:R3gQo7WfW/N9LϮXC̮#n0>T՗a3"[鯨lMb3$`r_$a{N NCdX $nOUDUth+PH[%pGljdqes: st + +endstream endobj 816 0 obj<> endobj 817 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 818 0 obj<>stream +HWr {"|ſQ}Q3cC "A 3X8 (R _tШI[ +!Z dVfV/|9-̿,7j.;^|}7܌,qZ˂o(%[UfTՈor?Fj%$^j!Km w+'̓o +OLћɈQxO?(P0Z~HDk( %b5R\ػ7KqVQJ׿iԿUoQ8zn5M}t?tЖ\[&Ql7Wj̥CIfk<),Y/v濼\.vͳ)77]wٲju]W?ءKdL#V:1%8-8[1 OMkf9 Cku5\\\( =ԍUS=x8܆7U2hG4DK9ORC}`1c{1õHro+] WDj=q|'p5*>)V bP18BaZf?،H\QT$M6ǑST7((J*e2ʸDWٴ*H{y33n Gz6Cx3;<#E`4+V#&1τۿYލ) 5k(XM /_DC'OGٿ٧3\DMPp>\[IS2^.ꆾScƫ l*'&*VG6zK-Kō-BpNktϦ⤍ GI_Z+,-kY1?0'R&IK:*J՞+j]:7# +Ts7q6 A#AB2N Ka~_Κ}>xs.ʗE\ 5 "c2Q=\PVV #zՒmTb ·J1 㑘^e8fy}{,FT ]WL!xG (6t[)mABpN) *FC Qa}itB;u,A9 +K^."N0h3-w̍h}c@EW[ObZ߯>ηEX䭂'f"o[2vs}kd#&$ɇmrS!4[ؽJR5E XdQlb`02 +X< +Ţc[MC)a7}r 8c-@'z#z<_v:2Qmܜ)B/OeGS}%}C s L4M.4!Ԭp2tI0M1;C52'.1Bn_¾0 +=-j,E> endobj 820 0 obj<>/ProcSet[/PDF/Text]/ExtGState<>>> endobj 821 0 obj<>stream +HWnHŠgME0 5+% ,-$60ߛSE&KdEhQ=./Vj]-v.Eadt܎ƨ_ rKc܍Xi(\9|M /r,ӔI#W}]j7W_cUߔ'LF,Fş 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BwD3z(2fƏ 54{FH(}a%=xh1(݁9q{mz @ GB%š ?7ƦtNݻ{O<*Jyc>vOx[ɘkVb؞dN.'\b;g*w4g;筝F|9{W##vnwFj10TϘm|,jC0  (TZzW +q3{5PP( +H}Мy\4 KZ=L{@Bz}j%/oJIHZk گOyc39 +c>8{/1& iLe5, DdIJf川;OFBfqSFokZh2ioIө °c_2]ulN~П*bO8qJ0iL +1(5gFm`*:i2GՇ-FQ.eqm1VO˼07 ]XE0Wş[f&doЌ=eow26.kƢ7A#LCyn>f/^t~}[Ed 4uI$'mG#O9g(eru"F]pWҒ9Wbrݸ2(g*?KUɸCnp+\erb/sO@\҂Ce,m"[ԲYġg6u~Cӈ|UV⛔*3NF\zߺ2+`h6y6j{i$zz4uaHSVieNL66t/ J^B@+("0F?1Ytse-9&m6y}dj]l5Zm&+<~ ee{:(zLJtn,X:ETULHCccK 5#Ҍ=Rt=XGQT5` 8Z6X:=WM!ojn`wssbRM %#IS~)8dpf,T}fK=Dߊ xKhi +goQ˯g/ef˳:WٙV¢U"uS *ǂ-j@ZJ *W+yO, ;]圕H@7{kƊ!\p&]qVDz [hF#3aIO2*fF4MrcIvu9ìaXAhOt'Ӣ h=`섶 2ҹf̮p=V᭦4  p(Yʮ6\7F&0jSh*ZQZ%'GP6lɐvB_O)d;a3xʋ_d0Dm L%f%9&C}{xjӺ# t<`nВ|VNc;ͭ&='h!ݦ.U+z]UFZl,ÖҟpS2x5gmf~8 #IOTqY"hXG2Un<*@s*!P +opk{a`80猂|aVCyr 7r +1IJjHez`sḚiM@S%T3e ݳFښ~ꇥ h^98F&ZʭDCw#pOA!跍;DB]翯>P/LJ-.z>S7w: +o2kMGTme%3΅X`LH5q*p-&9c >rJ C.ʎWE[H I`QMc3?xrM833ae[ PONSXxc=|ݍub'qa_G@Ӎxf!,xTڀ*F_CjPhnV>25>99ʺ{g +":Mm**)ڬsHG6hKP0q鈏&Rӱؒ9t@}?wM/Rܴe=X9*F, + +endstream endobj 913 0 obj<> endobj 914 0 obj<> endobj 915 0 obj<> endobj 916 0 obj<> endobj 917 0 obj<>stream + HNLKGK+MTEX" trSVYy}summationdisplayCopyright (C) 1992, 1993 The TeXplorators Corporation and Y&Y, Inc. (508) 371-3286. 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    The Nature of Lisp

    Found at www.defmacro.org

    + + + + + + + + +
    Monday, May 8, 2006
    + +

    Introduction

    +

    When +I first stumbled into Lisp advocacy on various corners of the web I was +already an experienced programmer. At that point I had grokked what +seemed at the time a wide range of programming languages. I was proud +to have the usual suspects (C++, Java, C#, etc.) on my service record +and was under impression that I knew everything there is to know about +programming languages. I couldn't have possibly been more wrong.

    +

    My initial +attempt to learn Lisp came to a crashing halt as soon as I saw some +sample code. I suppose the same thought ran through my mind that ran +through thousands of other minds who were ever in my shoes: "Why on +Earth would anyone want to use a language with such horrific syntax?!" +I couldn't be bothered to learn a language if its creators couldn't be +bothered to give it a pleasant syntax. After all, I was almost blinded +by the infamous Lisp parentheses!

    +

    The +moment I regained my sight I communicated my frustrations to some +members of the Lisp sect. Almost immediately I was bombarded by a +standard set of responses: Lisp's parentheses are only a superficial +matter, Lisp has a huge benefit of code and data being expressed in the +same manner (which, obviously, is a huge improvement over XML), Lisp +has tremendously powerful metaprogramming facilities that allow +programs to write code and modify themselves, Lisp allows for creation +of mini-languages specific to the problem at hand, Lisp blurs the +distinction between run time and compile time, Lisp, Lisp, Lisp... The +list was very impressive. Needless to say none of it made sense. Nobody +could illustrate the usefulness of these features with specific +examples because these techniques are supposedly only useful in large +software systems. After many hours of debating that conventional +programming languages do the job just fine, I gave up. I wasn't about +to invest months into learning a language with a terrible syntax in +order to understand obscure features that had no useful examples. My +time has not yet come.

    +

    For +many months the Lisp advocates pressed on. I was baffled. Many +extremely intelligent people I knew and had much respect for were +praising Lisp with almost religious dedication. There had to be +something there, something I couldn't afford not to get my hands on! +Eventually my thirst for knowledge won me over. I took the plunge, bit +the bullet, got my hands dirty, and began months of mind bending +exercises. It was a journey on an endless lake of frustration. I turned +my mind inside out, rinsed it, and put it back in place. I went through +seven rings of hell and came back. And then I got it.

    +

    The +enlightenment came instantaneously. One moment I understood nothing, +and the next moment everything clicked into place. I've achieved +nirvana. Dozens of times I heard Eric Raymond's statement quoted by +different people: "Lisp is worth learning for the profound +enlightenment experience you will have when you finally get it; that +experience will make you a better programmer for the rest of your days, +even if you never actually use Lisp itself a lot." I never understood +this statement. I never believed it could be true. And finally, after +all the pain, it made sense! There was more truth to it than I ever +could have imagined. I've achieved an almost divine state of mind, an +instantaneous enlightenment experience that turned my view of computer +science on its head in less than a single second.

    +

    That very second I became a member of +the Lisp cult. I felt something a ninjitsu master must feel: I had to +spread my newfound knowledge to at least ten lost souls in the course +of my lifetime. I took the usual path. I was rehashing the same +arguments that were given to me for years (only now they actually made +sense!), hoping to convert unsuspecting bystanders. It didn't work. My +persistence sparked a few people's interest but their curiosity +dwindled at the mere sight of sample Lisp code. Perhaps years of +advocacy would forge a few new Lispers, but I wasn't satisfied. There +had to be a better way.

    +

    I +gave the matter careful thought. Is there something inherently hard +about Lisp that prevents very intelligent, experienced programmers from +understanding it? No, there isn't. After all, I got it, and if I can do +it, anybody can. Then what is it that makes Lisp so hard to understand? +The answer, as such things usually do, came unexpectedly. Of course! +Teaching anybody anything involves building advanced concepts on top of +concepts they already understand! If the process is made interesting +and the matter is explained properly the new concepts become as +intuitive as the original building blocks that aided their +understanding. That was the problem! Metaprogramming, code and data in +one representation, self-modifying programs, domain specific +mini-languages, none of the explanations for these concepts referenced +familiar territory. How could I expect anyone to understand them! No +wonder people wanted specific examples. I could as well have been +speaking in Martian!

    +

    I +shared my ideas with fellow Lispers. "Well, of course these concepts +aren't explained in terms of familiar territory", they said. "They are +so different, they're unlike anything these people have learned +before." This was a poor excuse. "I do not believe this to be true", I +said. The response was unanimous: "Why don't you give it a try?" So I +did. This article is a product of my efforts. It is my attempt to +explain Lisp in familiar, intuitive concepts. I urge brave souls to +read on. Grab your favorite drink. Take a deep breath. Prepare to be +blown away. Oh, and may the Force be with you.

    +

    XML Reloaded

    +

    A +thousand mile journey starts with a single step. A journey to +enlightenment is no exception and our first step just happens to be +XML. What more could possibly be said about XML that hasn't already +been said? It turns out, quite a bit. While there's nothing +particularly interesting about XML itself, its relationship to Lisp is +fascinating. XML is the all too familiar concept that Lisp advocates +need so much. It is our bridge to conveying understanding to regular +programmers. So let's revive the dead horse, take out the stick, and +venture into XML wilderness that no one dared venture into before us. +It's time to see the all too familiar moon from the other side.

    +

    Superficially XML is nothing more than +a standardized syntax used to express arbitrary hierarchical data in +human readable form. To-do lists, web pages, medical records, auto +insurance claims, configuration files are all examples of potential XML +use. Let's use a simple to-do list as an example (in a couple of +sections you'll see it in a whole new light):

    +
    <todo name="housework">
    +    <item priority="high">Clean the house.</item>
    +    <item priority="medium">Wash the dishes.</item>
    +    <item priority="medium">Buy more soap.</item>
    +</todo>
    +
    +

    What happens if we unleash our favorite XML parser on +this to-do list? Once the data is parsed, how is it represented in +memory? The most natural representation is, of course, a tree - a +perfect data structure for hierarchical data. After all is said and +done, XML is really just a tree serialized to a human readable form. +Anything that can be represented in a tree can be represented in XML +and vice versa. I hope you understand this idea. It's very important +for what's coming next.

    +

    Let's +take this a little further. What other type of data is often +represented as a tree? At this point the list is as good as infinite so +I'll give you a hint at what I'm getting at - try to remember your old +compiler course. If you have a vague recollection that source code is +stored in a tree after it's parsed, you're on the right track. Any +compiler inevitably parses the source code into an abstract syntax +tree. This isn't surprising since source code is hierarchical: +functions contain arguments and blocks of code. Blocks of code contain +expressions and statements. Expressions contain variables and +operators. And so it goes.

    +

    Let's +apply our corollary that any tree can easily be serialized into XML to +this idea. If all source code is eventually represented as a tree, and +any tree can be serialized into XML, then all source code can be +converted to XML, right? Let's illustrate this interesting property by +a simple example. Consider the function below:

    +
    				
    +int add(int arg1, int arg2)
    +{
    +    return arg1 + arg2;
    +}
    +
    +

    Can you convert this function definition to its XML +equivalent? Turns out, it's reasonably simple. Naturally there are many +ways to do this. Here is one way the resulting XML can look like:

    +
    <define-function return-type="int" name="add">
    +    <arguments>
    +        <argument type="int">arg1</argument>
    +        <argument type="int">arg2</argument>
    +    </arguments>
    +    <body>
    +        <return>
    +            <add value1="arg1" value2="arg2" />
    +        </return>
    +    </body>
    +</define>
    +
    +

    We can go through this relatively simple exercise with +any language. We can turn any source code into XML, and we can +transform the resulting XML back to original source code. We can write +a converter that turns Java into XML and a converter that turns XML +back to Java. We could do the same for C++. (In case you're wondering +if anyone is crazy enough to do it, take a look at GCC-XML). +Furthermore, for languages that share common features but use different +syntax (which to some extent is true about most mainstream languages) +we could convert source code from one language to another using XML as +an intermediary representation. We could use our Java2XML converter to +convert a Java program to XML. We could then run an XML2CPP converter +on the resulting XML and turn it into C++ code. With any luck (if we +avoid using features of Java that don't exist in C++) we'll get a +working C++ program. Neat, eh?

    +

    All +this effectively means that we can use XML for generic storage of +source code. We'd be able to create a whole class of programming +languages that use uniform syntax, as well as write transformers that +convert existing source code to XML. If we were to actually adopt this +idea, compilers for different languages wouldn't need to implement +parsers for their specific grammars - they'd simply use an XML parser +to turn XML directly into an abstract syntax tree.

    +

    By +now you're probably wondering why I've embarked on the XML crusade and +what it has to do with Lisp (after all, Lisp was created about thirty +years before XML). I promise that everything will become clear soon +enough. But before we take our second step, let's go through a small +philosophical exercise. Take a good look at the XML version of our +"add" function above. How would you classify it? Is it data or code? If +you think about it for a moment you'll realize that there are good +reasons to put this XML snippet into both categories. It's XML and it's +just information encoded in a standardized format. We've already +determined that it can be generated from a tree data structure in +memory (that's effectively what GCC-XML does). It's lying around in a +file with no apparent way to execute it. We can parse it into a tree of +XML nodes and do various transformations on it. It's data. But wait a +moment! When all is said and done it's the same "add" function written +with a different syntax, right? Once parsed, its tree could be fed into +a compiler and we could execute it. We could easily write a small +interpreter for this XML code and we could execute it directly. +Alternatively, we could transform it into Java or C++ code, compile it, +and run it. It's code.

    +

    So, +where are we? Looks like we've just arrived to an interesting point. A +concept that has traditionally been so hard to understand is now +amazingly simple and intuitive. Code is also always data! Does it mean +that data is also always code? As crazy as this sounds this very well +might be the case. Remember how I promised that you'll see our to-do +list in a whole new light? Let me reiterate on that promise. But we +aren't ready to discuss this just yet. For now let's continue walking +down our path.

    +

    A +little earlier I mentioned that we could easily write an interpreter to +execute our XML snippet of the add function. Of course this sounds like +a purely theoretical exercise. Who in their right mind would want to do +that for practical purposes? Well, it turns out quite a few people +would disagree. You've likely encountered and used their work at least +once in your career, too. Do I have you out on the edge of your seat? +If so, let's move on!

    +

    Ant Reloaded

    +

    Now +that we've made the trip to the dark side of the moon, let's not leave +quite yet. We may still learn something by exploring it a little more, +so let's take another step. We begin by closing our eyes and +remembering a cold rainy night in the winter of 2000. A prominent +developer by the name of James Duncan Davidson1 was hacking his way through + Tomcat servlet container. As the time came to build the changes he carefully saved all his files + and ran make. +Errors. Lots of errors. Something was wrong. After careful examination +James exclaimed: "Is my command not executing because I have a space in +front of my tab?!" Indeed, this was the problem. Again. James has had +enough. He could sense the full moon through the clouds and it made him +adventurous. He created a fresh Java project and quickly hacked +together a simple but surprisingly useful utility. This spark of genius +used Java property files for information on how to build the project. +James could now write the equivalent of the makefile in a nice format +without worrying about the damned spaces ever again. His utility did +all the hard work by interpreting the property file and taking +appropriate actions to build the project. It was neat. Another Neat +Tool. Ant.

    +

    After +using Ant to build Tomcat for a few months it became clear that Java +property files are not sufficient to express complicated build +instructions. Files needed to be checked out, copied, compiled, sent to +another machine, and unit tested. In case of failure e-mails needed to +be sent out to appropriate people. In case of success "Bad to the Bone" +needed to be played at the highest possible volume. At the end of the +track volume had to be restored to its original level. Yes, Java +property files didn't cut it anymore. James needed a more flexible +solution. He didn't feel like writing his own parser (especially since +he wanted an industry standard solution). XML seemed like a reasonable +alternative. In a couple of days Ant was ported to XML. It was the best +thing since sliced bread.

    +

    So how does Ant work? It's pretty simple. It +takes an XML file with specific build instructions (you decide if +they're data or code) and interprets them by running specialized Java +code for each XML element. It's actually much simpler than it sounds. A +simple XML instruction like the one below causes a Java class with an +equivalent name to be loaded and its code to be executed.

    +
    <copy todir="../new/dir">
    +    <fileset dir="src_dir"/>
    +</copy>
    +
    +

    The snippet above copies a source directory to a +destination directory. Ant locates a "copy" task (a Java class, +really), sets appropriate parameters (todir and fileset) by calling +appropriate Java methods and then executes the task. Ant comes with a +set of core tasks and anyone can extend it with tasks of their own +simply by writing Java classes that follow certain conventions. Ant +finds these classes and executes them whenever XML elements with +appropriate names are encountered. Pretty simple. Effectively Ant +accomplishes what we were talking about in the previous section: it +acts as an interpreter for a language that uses XML as its syntax by +translating XML elements to appropriate Java instructions. We could +write an "add" task and have Ant execute it when it encounters the XML +snippet for addition presented in the previous section! Considering +that Ant is an extremely popular project, the ideas presented in the +previous section start looking more sane. After all, they're being used +every day in what probably amounts to thousands of companies!

    +

    So far I've said nothing about +why Ant actually goes through all the trouble of interpreting XML. +Don't try to look for the answer on its website either - you'll find +nothing of value. Nothing relevant to our discussion, anyway. Let's +take another step. It's time to find out why.

    +

    Why XML?

    +

    Sometimes right decisions are made without full conscious + understanding of all the issues involved. I'm not sure if James + knew why he chose XML - it was likely a subconscious decision. + At the very least, the reasons I saw on Ant's website for using + XML are all the wrong reasons. It appears that the main concerns + revolved around portability and extensibility. I fail to see how + XML helps advance these goals in Ant's case. What is the + advantage of using interpreted XML over simple Java source code? + Why not create a set of classes with a nice API for commonly + used tasks (copying directories, compiling, etc.) and using + those directly from Java source code? This would run on every + platform that runs Java (which Ant requires anyway), it's + infinitely extensible, and it has the benefit of having a more + pleasant, familiar syntax. So why XML? Can we find a good reason + for using it?

    +

    It turns out that we can (although as I mentioned earlier I'm + not sure if James was consciously aware of it). XML has the + property of being far more flexible in terms of introduction of + semantic constructs than Java could ever hope to be. Don't + worry, I'm not falling into the trap of using big words to + describe incomprehensible concepts. This is actually a + relatively simple idea, though it may take some effort to + explain. Buckle your seat-belt. We're about to make a giant leap + towards achieving nirvana.

    +

    How can we represent 'copy' example above in Java code? Here's one way to do it:

    +
    CopyTask copy = new CopyTask();
    +Fileset fileset = new Fileset();
    +
    +fileset.setDir("src_dir");
    +copy.setToDir("../new/dir");
    +copy.setFileset(fileset);
    +
    +copy.execute();
    +
    +

    The code is almost the same, albeit a little longer than the original XML. So + what's different? The answer is that the XML snippet introduces a + special semantic construct for copying. If we could do it in Java it would look + like this:

    +
    		
    +copy("../new/dir")
    +{
    +    fileset("src_dir");
    +}
    +
    +

    Can you see the difference? The code above (if it were possible + in Java) is a special operator for copying files - similar to a + for loop or a new foreach construct introduced in Java 5. If we + had an automatic converter from XML to Java it would likely + produce the above gibberish. The reason for this is that Java's + accepted syntax tree grammar is fixed by the language + specification - we have no way of modifying it. We can add + packages, classes, methods, but we cannot extend Java to make + addition of new operators possible. Yet we can do it to our + heart's content in XML - its syntax tree isn't restricted by + anything except our interpreter! If the idea is still unclear, + consider introducing a special operator 'unless' to Java:

    +
    				
    +unless(someObject.canFly())
    +{
    +    someObject.transportByGround();
    +}
    +
    +

    In the previous two examples we extend the Java language to introduce an + operator for copying files and a conditional operator unless. We would do this + by modifying the abstract syntax tree grammar that Java compiler accepts. + Naturally we cannot do it with standard Java facilities, but we can easily do it + in XML. Because our XML interpreter parses the abstract syntax tree that results + from it, we can extend it to include any operator we like.

    +

    For complex operators this ability provides tremendous benefits. Can you imagine + writing special operators for checking out source code, compiling files, running + unit testing, sending email? Try to come up with some. If you're dealing with a + specialized problem (in our case it's building projects) these operators can do + wonders to decrease the amount of code you have to type and to increase clarity + and code reuse. Interpreted XML makes this extremely easy to accomplish because + it's a simple data file that stores hierarchical data. We do not have this option + in Java because it's hierarchical structure is fixed (as you will soon find out, + we do have this option in Lisp). Perhaps this is one of the reasons why Ant is + so successful?

    +

    I urge you to take a look at recent evolution of Java and C# (especially the + recently released specification for C# 3.0). The languages are being evolved by + abstracting away commonly used functionality and adding it in the form of + operators. New C# operators for built-in queries is one example. This is + accomplished by relatively traditional means: language creators modify the + accepted abstract syntax tree and add implementations of certain features. + Imagine the possibilities if the programmer could modify the abstract syntax + tree himself! Whole new sub-languages could be built for specialized domains (for + example a language for building projects, like Ant). Can you come up with other + examples? Think about these concepts for a bit, but don't worry about them too + much. We'll come back to these issues after introducing a few more ideas. By + then things will be a little more clear.

    +

    Almost Lisp

    +

    Let's forget about the operator business for the moment and try to expand our + horizons beyond the constraints of Ant's design. I mentioned earlier that Ant + can be extended by writing conventional Java classes. Ant interpreter then + attempts to match XML elements to appropriately named Java classes and if the + match is found the task is executed. An interesting question begs to be asked. + Why not extend Ant in Ant itself? After all, core tasks contain a lot of + conventional programming language constructs ('if' being a perfect example). If + Ant provided constructs to develop tasks in Ant itself we'd reach a higher + degree of portability. We'd be dependent on a core set of tasks (a standard + library, if you will) and we wouldn't care if Java runtime is present: the core + set could be implemented in anything. The rest of the tasks would be built on + top of the core using Ant-XML itself. Ant would then become a generic, + extensible, XML-based programming language. Consider the possibilities:

    +
    <task name="Test">
    +    <echo message="Hello World!"/>
    +</task>
    +<Test />
    +
    +

    If ant supported the "task" construct, the example above would print "Hello + World!". In fact, we could write a "task" task in Java and make Ant able to + extend itself using Ant-XML! Ant would then be able to build more complicated + primitives on top of simple ones, just like any other programming language! This + is an example of "XML" based programming language we were talking about in the + beginning of this tutorial. Not very useful (can you tell why?) but pretty damn + cool.

    +

    By the way, take a look at our 'Test' task once again. Congratulations. You're + looking at Lisp code. What on Earth am I talking about? It doesn't look anything + like Lisp? Don't worry, we'll fix that in a bit. Confused? Good. Let's clear it + all up!

    +

    A Better XML

    +

    I mentioned in the previous section that self-extending Ant wouldn't be very + useful. The reason for that is XML's verbosity. It's not too bad for data files + but the moment you try writing reasonably complex code the amount of typing you + have to do quickly starts to get in the way and progresses to becoming unusable + for any real project. Have you ever tried writing Ant build scripts? I have, and + once they get complex enough having to do it in XML becomes really annoying. + Imagine having to type almost everything in Java twice because you have to close + every element. Wouldn't that drive you nuts?

    +

    The solution to this problem involves using a less verbose alternative to XML. + Remember, XML is just a format for representing hierarchical data. We don't have + to use XML's angle brackets to serialize trees. We could come up with many other + formats. One such format (incidentally, the one Lisp uses) is called an + s-expression. S-expressions accomplish the same goals as XML. They're just a lot + less verbose, which makes them much better suited for typing code. I will + explain s-expressions in a little while, but before I do I have to clear up a + few things about XML. Let's consider our XML example for copying files:

    +
    <copy todir="../new/dir">
    +    <fileset dir="src_dir"/>
    +</copy>
    +
    +

    Think of what the parse tree of this snippet would look like in memory. We'd + have a 'copy' node that contains a fileset node. But what about attributes? How + do they fit into our picture? If you've ever used XML to describe data and + wondered whether you should use an element or an attribute, you're not alone. + Nobody can really figure this out and doing it right tends to be black magic + rather than science. The reason for that is that attributes are really subsets + of elements. Anything attributes can do, elements can do as well. The reason + attributes were introduced is to curb XML's verbosity. Take a look at another + version of our 'copy' snippet:

    +
    <copy>
    +    <todir>../new/dir</todir>
    +    <fileset>
    +        <dir>src_dir</dir>
    +    </fileset>
    +</copy>
    +
    +

    The two snippets hold exactly the same information. However, we use attributes + to avoid typing the same thing more than once. Imagine if attributes weren't + part of XML specification. Writing anything in XML would drive us nuts!

    +

    Now that we got attributes out of the way, let's look at s-expressions. The + reason we took this detour is that s-expressions do not have attributes. Because + they're a lot less verbose, attributes are simply unnecessary. This is one thing + we need to keep in mind when transforming XML to s-expressions. Let's take a + look at an example. We could translate above snippet to s-expressions like this:

    +
    (copy
    +    (todir "../new/dir")
    +    (fileset (dir "src_dir")))
    +
    +

    Take a good look at this representation. What's different? Angle brackets seem + to be replaced by parentheses. Instead of enclosing each element into a pair of + parentheses and then closing each element with a "(/element)" we simply skip the + second parenthesis in "(element" and proceed. The element is then closed like + this: ")". That's it! The translation is natural and very simple. It's also a + lot easier to type. Do parentheses blind first time users? Maybe, but now that + we're understand the reasoning behind them they're a lot easier to handle. At + the very least they're better than arthritis inducing verbosity of XML. After + you get used to s-expressions writing code in them is not only doable but very + pleasant. And they provide all the benefits of writing code in XML (many of + which we're yet to explore). Let's take a look at our 'task' code in something + that looks a lot more like lisp:

    +
    (task (name "Test")
    +    (echo (message "Hello World!")))
    +
    +(Test)
    +
    +

    S-expressions are called lists in Lisp lingo. Consider our 'task' element above. + If we rewrite it without a line break and with comas instead of spaces it's + starting to look surprisingly like a list of elements and other lists (the formatting + is added to make it easier to see nested lists):

    +
    (task, (name, "test"), (echo, (message, "Hello World!")))
    +
    +

    We could do the same with XML. Of course the line above isn't really a list, + it's a tree, just like its XML-alternative. Don't let references to lists + confuse you, it's just that lists that contain other lists and trees are + effectively the same thing. Lisp may stand for List Processing, but it's really + tree processing - no different than processing XML nodes.

    + +

    Whew. After much rambling we finally got to something that looks like Lisp (and + is Lisp, really). By now the mysterious Lisp parentheses as well as some claims + made by Lisp advocates should become more clear. But we still have a lot of + ground to cover. Ready? Let's move on!

    +

    C Macros Reloaded

    +

    By now you must be tired of all the XML talk. I'm tired of it as well. It's time + to take a break from all the trees, s-expressions, and Ant business. Instead, + let's go back to every programmer's roots. It's time to talk about C + preprocessor. What's C got to do with anything, I hear you ask? Well, we now + know enough to get into metaprogramming and discuss code that writes other code. + Understanding this tends to be hard since all tutorials discuss it in terms of + languages that you don't know. But there is nothing hard about the concept. I + believe that a metaprogramming discussion based on C will make the whole thing + much easier to understand. So, let's see (pun intended).

    +

    Why would anyone want to write a program that writes programs? How can we use + something like this in the real world? What on Earth is metaprogramming, anyway? + You already know all the answers, you just don't know it yet. In order to unlock + the hidden vault of divine knowledge let's consider a rather mundane task of + simple database access from code. We've all been there. Writing SQL queries all + over the code to modify data within tables turns into repetitive hell soon + enough. Even with the new C# 3.0 LINQ stuff this is a huge pain. Writing a full + SQL query (albeit with a nice built in syntax) to get someone's name or to + modify someone's address isn't exactly a programmer's idea of comfort. What do + we do to solve these problems? Enter data access layers.

    +

    The idea is simple enough. You abstract database access (at least trivial + queries, anyway) by creating a set of classes that mirror the tables in the + database and use accessor methods to execute actual queries. This simplifies + development tremendously - instead of writing SQL queries we make simple method + calls (or property assignments, depending on your language of choice). Anyone + who has ever used even the simplest of data access layers knows how much time it + can save. Of course anyone who has ever written one knows how much time it can + kill - writing a set of classes that mirror tables and convert accessors to SQL + queries takes a considerable chunk of time. This seems especially silly since + most of the work is manual: once you figure out the design and develop a + template for your typical data access class you don't need to do any thinking. + You just write code based on the same template over and over and over and over + again. Many people figured out that there is a better way - there are plenty of + tools that connect to the database, grab the schema, and write code for you based + on a predefined (or a custom) template.

    +

    Anyone who has ever used such a tool knows what an amazing time saver it can be. + In a few clicks you connect the tool to the database, get it to generate the + data access layer source code, add the files to your project and voilà - ten + minutes worth of work do a better job than hundreds of man-hours that were + required previously. What happens if your database schema changes? Well, you + just have to go through this short process again. Of course some of the best + tools let you automate this - you simply add them as a part of your build step + and every time you compile your project everything is done for you + automatically. This is perfect! You barely have to do anything at all. If the + schema ever changes your data access layer code updates automatically at compile + time and any obsolete access in your code will result in compiler errors!

    +

    Data access layers are one good example, but there are plenty of others. From + boilerplate GUI code, to web code, to COM and CORBA stubs, to MFC and ATL, - + there are plenty of examples where the same code is written over and over again. + Since writing this code is a task that can be automated completely and a + programmer's time is far more expensive than CPU time, plenty of tools have been + created that generate this boilerplate code automatically. What are these tools, + exactly? Well, they are programs that write programs. They perform a simple task + that has a mysterious name of metaprogramming. That's all there is to it.

    +

    We could create and use such tools in millions of scenarios but more often than + not we don't. What it boils down to is a subconscious calculation - is it worth it + for me to create a separate project, write a whole tool to generate something, + and then use it, if I only have to write these very similar pieces about seven + times? Of course not. Data access layers and COM stubs are written hundreds, + thousands of times. This is why there are tools for them. For similar pieces of + code that repeat only a few times, or even a few dozen times, writing code + generation tools isn't even considered. The trouble to create such a tool more + often than not far outweighs the benefit of using one. If only creating such + tools was much easier, we could use them more often, and perhaps save many hours + of our time. Let's see if we can accomplish this in a reasonable manner.

    +

    Surprisingly C preprocessor comes to the rescue. We've all used it in C and C++. + On occasion we all wish Java had it. We use it to execute simple instructions + at compile time to make small changes to our code (like selectively removing + debug statements). Let's look at a quick example:

    +
    #define triple(X)    X + X + X
    +
    +

    What does this line do? It's a simple instruction written in the preprocessor + language that instructs it to replace all instances of triple(X) with X + X + + X. For example all instances of 'triple(5)' will be replaced with '5 + 5 + 5' + and the resulting code will be compiled by the C compiler. We're really doing a + very primitive version of code generation here. If only C preprocessor was a + little more powerful and included ways to connect to the database and a few more + simple constructs, we could use it to develop our data access layer right there, + from within our program! Consider the following example that uses an imaginary + extension of the C preprocessor:

    +
    #get-db-schema("127.0.0.1, un, pwd");
    +#iterate-through-tables
    +#for-each-table
    +    class #table-name
    +    {
    +    };
    +#end-for-each
    +
    +

    We've just connected to the database schema, iterated through all the tables, + and created an empty class for each. All in a couple of lines right within our + source code! Now every time we recompile the file where above code appears we'll + get a freshly built set of classes that automatically update based on the + schema. With a little imagination you can see how we could build a full data + access layer straight from within our program, without the use of any external + tools! Of course this has a certain disadvantage (aside from the fact that such + an advanced version of C preprocessor doesn't exist) - we'd have to learn a + whole new "compile-time language" to do this sort of work. For complex code + generation this language would have to be very complex as well, it would have to + support many libraries and language constructs. For example, if our generated + code depended on some file located at some ftp server the preprocessor would + have to be able to connect to ftp. It's a shame to create and learn a new + language just to do this. Especially since there are so many nice languages + already out there. Of course if we add a little creativity we can easily avoid + this pitfall.

    +

    Why not replace the preprocessor language with C/C++ itself? We'd have full + power of the language at compile time and we'd only need to learn a few simple + directives to differentiate between compile time and runtime code!

    +
    <%
    +    cout << "Enter a number: ";
    +    cin >> n;
    +%>
    +for(int i = 0; i < <%= n %>; i++)
    +{
    +    cout << "hello" << endl;
    +}
    +
    +

    Can you see what happens here? Everything that's between <% and %> tags + runs when the program is compiled. Anything outside of these tags is normal + code. In the example above you'd start compiling your program in the development + environment. The code between the tags would be compiled and then ran. You'd get + a prompt to enter a number. You'd enter one and it would be placed inside the + for loop. The for loop would then be compiled as usual and you'd be able to + execute it. For example, if you'd enter 5 during the compilation of your + program, the resulting code would look like this:

    +
    for(int i = 0; i < 5; i++)
    +{
    +    cout << "hello" << endl;
    +}
    +
    +

    Simple and effective. No need for a special preprocessor language. We get full + power of our host language (in this case C/C++) at compile time. We could easily + connect to a database and generate our data access layer source code at compile + time in the same way JSP or ASP generate HTML! Creating such tools would also be + tremendously quick and simple. We'd never have to create new projects with + specialized GUIs. We could inline our tools right into our programs. We wouldn't + have to worry about whether writing such tools is worth it because writing them + would be so fast - we could save tremendous amounts of time by creating simple + bits of code that do mundane code generation for us!

    + +

    Hello, Lisp!

    +

    Everything we've learned about Lisp so far can be summarized by a single + statement: Lisp is executable XML with a friendlier syntax. We haven't said a + single word about how Lisp actually operates. It's time to fill this + gap2.

    +

    Lisp has a number of built in data types. Integers and strings, for example, + aren't much different from what you're used to. The meaning of 71 or "hello" is + roughly the same in Lisp as in C++ or Java. What is of more interest to us are + symbols, lists, and functions. I will spend the rest of this section describing + these data types as well as how a Lisp environment compiles and executes the + source code you type into it (this is called evaluation in Lisp lingo). Getting + through this section in one piece is important for understanding true potential of + Lisp's metaprogramming, the unity of code and data, and the notion of domain + specific languages. Don't think of this section as a chore though, I'll try to + make it fun and accessible. Hopefully you can pick up a few interesting ideas on + the way. Ok. Let's start with Lisp's symbols.

    +

    A symbol in Lisp is roughly equivalent to C++ or Java's notion of an identifier. + It's a name you can use to access a variable (like currentTime, arrayCount, n, + etc.) The difference is that a symbol in Lisp is a lot more liberal than its + mainstream identifier alternative. In C++ or Java you're limited to + alphanumeric characters and an underscore. In Lisp, you are not. For example + + is a valid symbol. So is -, =, hello-world, hello+world, *, etc. (you can find + the exact definition of valid Lisp symbols online). You can assign to these + symbols any data-type you like. Let's ignore Lisp syntax and use pseudo-code for + now. Assume that a function set assigns some value to a symbol (like = does + in Java or C++). The following are all valid examples:

    +
    set(test, 5)            // symbol 'test' will equal an integer 5
    +set(=, 5)               // symbol '=' will equal an integer 5
    +set(test, "hello")      // symbol 'test' will equal a string "hello"
    +set(test, =)            // at this point symbol '=' is equal to 5
    +                        // therefore symbol 'test' will equal to 5
    +set(*, "hello")         // symbol '*' will equal a string "hello"
    +
    +

    At this point something must smell wrong. If we can assign strings and integers + to symbols like *, how does Lisp do multiplication? After all, * means + multiply, right? The answer is pretty simple. Functions in Lisp aren't special. + There is a data-type, function, just like integer and string, that you assign to + symbols. A multiplication function is built into Lisp and is assigned to a + symbol *. You can reassign a different value to * and you'd lose the + multiplication function. Or you can store the value of the function in some + other variable. Again, using pseudo-code:

    +
    *(3, 4)                 // multiplies 3 by 4, resulting in 12
    +set(temp, *)            // symbol '*' is equal to the multiply function
    +                        // so temp will equal to the multiply function
    +set(*, 3)               // sets symbol '*' to equal to 3
    +*(3, 4)                 // error, symbol '*' no longer equals to a function
    +                        // it's equal to 3
    +temp(3, 4)              // temp equals to a multiply function
    +                        // so Lisp multiplies 3 by 4 resulting in 12
    +set(*, temp)            // symbol '*' equals multiply function again
    +*(3, 4)                 // multiplies 3 by 4, resulting in 12
    +
    +

    You can even do wacky stuff like reassigning plus to minus:

    +
    set(+, -)               // the value of '-' is a built in minus function
    +                        // so now symbol '+' equals to a minus function
    ++(5, 4)                 // since symbol '+' is equal to the minus function
    +                        // this results in 1
    +
    +

    I've used functions quite liberally in these examples but I didn't describe them + yet. A function in Lisp is just a data-type like an integer, a string, or a + symbol. A function doesn't have a notion of a name like in Java or C++. Instead, it + stands on its own. Effectively it is a pointer to a block of code along with + some information (like a number of parameters it accepts). You only give the + function a name by assigning it to a symbol, just like you assign an integer or + a string. You can create a function by using a built in function for creating + functions, assigned to a symbol 'fn'. Using pseudo-code:

    +
    fn [a]
    +{
    +    return *(a, 2);
    +}
    +
    +

    This returns a function that takes a single parameter named 'a' and doubles it. + Note that the function has no name but you can assign it to a symbol:

    +
    set(times-two, fn [a] { return *(a, 2); })
    +
    +

    We can now call this function:

    +
    times-two(5)             // returns 10
    +
    +

    Now that we went over symbols and functions, what about lists? Well, you already + know a lot about them. Lists are simply pieces of XML written in s-expression + form. A list is specified by parentheses and contains Lisp data-types (including + other lists) separated by a space. For example (this is real Lisp, note that we + use semicolons for comments now):

    +
    ()                      ; an empty list
    +(1)                     ; a list with a single element, 1
    +(1 "test")              ; a list with two elements
    +                        ; an integer 1 and a string "test"
    +(test "hello")          ; a list with two elements
    +                        ; a symbol test and a string "hello"
    +(test (1 2) "hello")    ; a list with three elements, a symbol test
    +                        ; a list of two integers 1 and 2
    +                        ; and a string "hello"
    +
    +

    When a Lisp system encounters lists in the source code it acts exactly like Ant + does when it encounters XML - it attempts to execute them. In fact, Lisp source + code is only specified using lists, just like Ant source code is only specified + using XML. Lisp executes lists in the following manner. The first element of the + list is treated as the name of a function. The rest of the elements are treated + as functions parameters. If one of the parameters is another list it is + executed using the same principles and the result is passed as a parameter to + the original function. That's it. We can write real code now:

    +
    (* 3 4)                 ; equivalent to pseudo-code *(3, 4).
    +                        ; Symbol '*' is a function
    +                        ; 3 and 4 are its parameters.
    +                        ; Returns 12.
    +(times-two 5)           ; returns 10
    +(3 4)                   ; error: 3 is not a function
    +(times-two)              ; error, times-two expects one parameter
    +(times-two 3 4)          ; error, times-two expects one parameter
    +(set + -)               ; sets symbol '+' to be equal to whatever symbol '-'
    +                        ; equals to, which is a minus function
    +(+ 5 4)                 ; returns 1 since symbol '+' is now equal
    +                        ; to the minus function
    +(* 3 (* 2 2))           ; multiplies 3 by the second parameter
    +                        ; (which is a function call that returns 4).
    +                        ; Returns 12.
    +
    +

    Note that so far every list we've specified was treated by a Lisp system as + code. But how can we treat a list as data? Again, imagine an Ant task that + accepts XML as one of its parameters. In Lisp we do this using a quote operator + ' like so:

    +
    (set test '(1 2))       ; test is equal to a list of two integers, 1 and 2
    +(set test (1 2))        ; error, 1 is not a function
    +(set test '(* 3 4))     ; sets test to a list of three elements,
    +                        ; a symbol *, an integer 3, and an integer 4
    +
    +

    We can use a built in function head to return the first element of the + list, and a built in function tail to return the rest of the list's + elements:

    +
    (head '(* 3 4))         ; returns a symbol '*'
    +(tail '(* 3 4))         ; returns a list (3 4)
    +(head (tail '( * 3 4))) ; (tail '(* 3 4)) returns a list (3 4)
    +                        ; and (head '(3 4)) returns 3.
    +(head test)             ; test was set to a list in previous example
    +                        ; returns a symbol '*'
    +
    +

    You can think of built in Lisp functions as you think of Ant tasks. The difference + is that we don't have to extend Lisp in another language (although we can), we can + extend it in Lisp itself as we did with the times-two example. Lisp comes with a very + compact set of built in functions - the necessary minimum. The rest of the language + is implemented as a standard library in Lisp itself.

    +

    Lisp Macros

    +

    So far we've looked at metaprogramming in terms of a simple templating + engine similar to JSP. We've done code generation using simple string + manipulations. This is generally how most code generation tools go + about doing this task. But we can do much better. To get on the + right track, let's start off with a question. How would we write a + tool that automatically generates Ant build scripts by looking at + source files in the directory structure?

    +

    We could take the easy way out and generate Ant XML by manipulating + strings. Of course a much more abstract, expressive and extensible way + is to work with XML processing libraries to generate XML nodes + directly in memory. The nodes can then be serialized to strings + automatically. Furthermore, our tool would be able to analyze and + transform existing Ant build scripts by loading them and dealing with + the XML nodes directly. We would abstract ourselves from strings and deal + with higher level concepts which let us get the job done faster and + easier.

    +

    Of course we could write Ant tasks that allow dealing with XML + transformations and write our generation tool in Ant itself. Or we + could just use Lisp. As we saw earlier, a list is a built in Lisp + data structure and Lisp has a number of facilities for processing lists + quickly and effectively (head and tail being the simplest ones). Additionally Lisp + has no semantic constraints - you can have your code (and data) have + any structure you want.

    +

    Metaprogramming in Lisp is done using a + construct called a "macro". Let's try to develop a set of macros that + transform data like, say, a to-do list (surprised?), into a language for dealing with + to-do lists.

    +

    Let's recall our to-do list example. The XML looks like this:

    +
    <todo name="housework">
    +    <item priority="high">Clean the house.</item>
    +    <item priority="medium">Wash the dishes.</item>
    +    <item priority="medium">Buy more soap.</item>
    +</todo>
    +
    +

    The corresponding s-expression version looks like this:

    +
    (todo "housework"
    +    (item (priority high) "Clean the house.")
    +    (item (priority medium) "Wash the dishes.")
    +    (item (priority medium) "Buy more soap."))
    +
    +

    Suppose we're writing a to-do manager application. We keep our to-do + items serialized in a set of files and when the program starts up we + want to read them and display them to the user. How would we do this + with XML and some other language (say, Java)? We'd parse our XML files + with the to-do lists using some XML parser, write the code that walks + the XML tree and converts it to a Java data structure (because frankly, + processing DOM in Java is a pain in the neck), and then use + this data structure to display the data. Now, how would we do the + same thing in Lisp?

    +

    If we were to adopt the same approach we'd parse the files using Lisp + libraries responsible for parsing XML. The XML would then be presented + to us as a Lisp list (an s-expression) and we'd walk the list and + present relevant data to the user. Of course if we used Lisp it would + make sense to persist the data as s-expressions directly as there's no + reason to do an XML conversion. We wouldn't need special parsing + libraries since data persisted as a set of s-expressions is valid Lisp and we + could use Lisp compiler to parse it and store it in memory as a Lisp + list. Note that Lisp compiler (much like .NET compiler) is available + to a Lisp program at runtime.

    +

    But we can do better. Instead of writing code to walk the s-expression + that stores our data we could write a macro that allows us to treat + data as code! How do macros work? Pretty simple, really. Recall that a + Lisp function is called like this:

    +
    (function-name arg1 arg2 arg3)
    +
    +

    Where each argument is a valid Lisp expression that's evaluated and + passed to the function. For example if we replace arg1 above with (+ 4 + 5), it will be evaluated and 9 would be passed to the function. A + macro works the same way as a function, except its arguments are not + evaluated.

    +
    (macro-name (+ 4 5))
    +
    +

    In this case, (+ 4 5) is not evaluated and is passed to the macro as a + list. The macro is then free to do what it likes with it, including + evaluating it. The return value of a macro is a Lisp list that's + treated as code. The original place with the macro is replaced with + this code. For example, we could define a macro plus that takes two + arguments and puts in the code that adds them.

    +

    What does it have to do with metaprogramming and our to-do list problem? + Well, for one, macros are little bits of code that generate code using + a list abstraction. Also, we could create macros named to-do and item that + replace our data with whatever code we like, for instance code that + displays the item to the user.

    +

    What benefits does this approach offer? We don't have to walk the list. + The compiler will do it for us and will invoke appropriate macros. All + we need to do is create the macros that convert our data to + appropriate code!

    +

    For example, a macro similar to our triple C macro we showed earlier + looks like this:

    +
    (defmacro triple (x)
    +    '(+ ~x ~x ~x))
    +
    +

    The quote prevents evaluation while the tilde allows it. Now every + time triple is encountered in lisp code:

    +
    (triple 4)
    +
    +

    it is replaced with the following code:

    +
    (+ 4 4 4)
    +
    +

    We can create macros for our to-do list items that will get called by + lisp compiler and will transform the to-do list into code. Now our to-do + list will be treated as code and will be executed. Suppose all we want to do + is print it to standard output for the user to read:

    +
    (defmacro item (priority note)
    +    '(block
    +         (print stdout tab "Priority: " ~(head (tail priority)) endl)
    +         (print stdout tab "Note: " ~note endl endl)))
    +
    +

    We've just created a very small and limited language for managing to-do lists + embedded in Lisp. Such languages are very specific to a particular problem domain + and are often referred to as domain specific languages or DSLs.

    +

    Domain Specific Languages

    +

    In this article we've already encountered two domain specific languages: Ant + (specific to dealing with project builds) and our unnamed mini-language for dealing with to-do + lists. The difference is that Ant was written from scratch using XML, an XML parser, and Java while + our language is embedded into Lisp and is easily created within a couple of minutes.

    +

    We've already discussed the benefits of DSLs, mainly why Ant is using XML, not Java source code. + Lisp lets us create as many DSLs as we need for our problem. We can create domain specific languages + for creating web applications, writing massively multiplayer games, doing fixed income trading, + solving the protein folding problem, dealing with transactions, etc. We can layer these languages on + top of each other and create a language for writing web-based trading applications by taking advantage + of our web application language and bond trading language. Every day we'd reap the benefits of + this approach, much like we reap the benefits of Ant.

    +

    Using DSLs to solve problems results in much more compact, maintainable, flexible programs. In + a way we create them in Java by creating classes that help us solve the problem. The difference + is that Lisp allows us to take this abstraction to the next level: we're not limited by Java's parser. + Think of writing build scripts in Java itself using some supporting library. Compare it to using Ant. + Now apply this same comparison to every single problem you've ever worked on and you'll begin + to glimpse a small share of the benefits offered by Lisp.

    +

    What's next?

    +

    + Learning Lisp is an uphill battle. Even though in Computer Science terms Lisp is an ancient language, + few people to date figured out how to teach it well enough + to make it accessible. Despite great efforts by many Lisp advocates, + learning Lisp today is still hard. The good news is that this won't remain the case forever + since the amount of Lisp-related resources is rapidly increasing. Time is on Lisp's side.

    +

    Lisp is a way to escape mediocrity and to get ahead of the pack. Learning Lisp + means you can get a better job today, because you can impress any reasonably intelligent interviewer + with fresh insight into most aspects of software engineering. It also means + you're likely to get fired tomorrow because everyone is tired of you constantly mentioning how much better + the company could be doing if only its software was written in Lisp. Is it worth the effort? Everyone who has ever + learned Lisp says yes. The choice, of course, remains yours.

    +

    Comments?

    +

    Whew. That's enough. I've been writing this article, on and off, for months. If you find it interesting, + have any questions, comments, or suggestions, please drop a note at coffeemug@gmail.com. + I'll be glad to hear your feedback.

    +
    +

    1I have never met James, nor does he know about my existence. The story is entirely fictional and is based on + a few postings about Ant's history I found on the internet.

    +

    2Lisp +has many different dialects (the most popular of which are Common Lisp +and Scheme). Each dialect deals with intricate details differently yet +shares the same set of basic principles. Since the goal of this article +is to give you an understanding of Lisp's principles I will use Blaise +for examples (which at the time of this writing is vaporware). With +some minor modifications these examples can be translated to other Lisp +dialects.

    +
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    LISP Tutorial 1: Basic LISP Programming

    + + + +

    LISP Expressions

    + +

    When you start up the Common LISP environment, you should +see a prompt, which means that LISP is waiting for you to enter +a LISP expression. In the environment I am using, it looks like +the following: +

    +USER(1):
    +
    +The Common LISP environment follows the algorithm below +when interacting with users: +
    +loop
    +    read in an expression from the console;
    +    evaluate the expression;
    +    print the result of evaluation to the console;
    +end loop.
    +
    +Common LISP reads in an expression, evaluates it, +and then prints out the result. For example, if you want to +compute the value of (2 * cos(0) * (4 + 6)), you type in: +
    +USER(1): (* 2 (cos 0) (+ 4 6))
    +
    +Common LISP replies: +
    +20.0
    +
    +before prompting you to enter the next expression. +Several things are worth noting: +
      +
    • LISP expressions are composed of forms. + The most common LISP form is function application. + LISP represents a function call f(x) + as (f x). For example, cos(0) + is written as (cos 0). +
    • LISP expressions are case-insensitive. It makes + no difference whether we type (cos 0) or + (COS 0). +
    • Similarly, "+" is the name of the + addition function that returns the sum of + its arguments. +
    • Some functions, like "+" and "*", + could take an arbitrary number of arguments. In our + example, "*" took three arguments. It could + as well take 2 arguments, as in "(* 2 3)", or + 4 arguments, as in "(* 2 3 4 5)". +
    • In general, + a function application form looks like + (function + argument1 argument2 + ... argumentn). + As in many programming languages (e.g. C/C++), + LISP evaluates function calls in applicative order, which + means that all the argument forms are evaluated + before the function is invoked. That is to say, the + argument forms (cos 0) + and (+ 4 6) are respectively evaluated to the + values 1 and + 10 before they are passed as arguments to the * + function. + Some other forms, like + the conditionals we will see later, are not evaluated in + applicative order. +
    • Numeric values like 4 and 6 are + called self-evaluating forms: they evaluate + to themselves. To evaluate (+ 4 6) in applicative order, + the forms 4 and 6 are respectively evaluated + to the values 4 and 6 before they are passed + as arguments to the + function. +
    + +

    Complex arithmatic expressions can be constructed from built-in +functions like the following: +

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    Numeric FunctionsMeaning
    (+ x1 x2 ... xn)The sum of x1, x2, ..., xn
    (* x1 x2 ... xn)The product of x1, x2, ..., xn
    (- x y)Subtract y from x
    (/ x y)Divide x by y
    (rem x y)The remainder of dividing x by y
    (abs x)The absolute value of x
    (max x1 x2 ... xn)The maximum of x1, x2, ..., xn
    (min x1 x2 ... xn)The minimum of x1, x2, ..., xn
    +

    Common LISP has a rich set of pre-defined numerical functions. +For a complete coverage, consult Chapter 12 of the book, Common +LISP, The Language (2nd Edition) (CLTL2) by Guy Steele. In +general, we will not be able to cover all aspects of Common LISP +in this tutorial. +Adventurous readers should consult CLTL2 frequently for more +in-depth explanation of various features of the language. + +


    +Exercise: Look up pages 376-378 of CLTL2 and find out +what the functions floor and ceiling are +for. Then, find out the subtle difference between mod +and rem. +
    + +

    Defining Functions

    + +

    Evaluating expressions is not very interesting. We would like to +build expression abstractions that could be reused in the future. +For example, we could type in the following: +

    +USER(2): (defun double (x) (* x 2))
    +DOUBLE
    +
    +In the above, we define a function named double, which +returns two times the value of its input argument x. We can then +test-drive the function as below: +
    +USER(3): (double 3)
    +6
    +USER(4): (double 7)
    +14
    +
    + +

    Editing, Loading and Compiling LISP Programs

    + +

    Most of the functions we would like to write is going to +be a lot longer than the double function. +When working with complex programs, it is usually desirable +to edit the program with an editor, fully debug the code, +and then compile it for faster performance. Use +your favorite text editor (mine is emacs) to key in the +following function definition: +

    +;;; testing.lisp
    +;;; by Philip Fong
    +;;;
    +;;; Introductory comments are preceded by ";;;"
    +;;; Function headers are preceded by ";;"
    +;;; Inline comments are introduced by ";"
    +;;;
    +
    +;;
    +;; Triple the value of a number
    +;;
    +
    +(defun triple (X)
    +  "Compute three times X."  ; Inline comments can
    +  (* 3 X))                  ; be placed here.
    +
    +;;
    +;; Negate the sign of a number
    +;;
    +
    +(defun negate (X)
    +  "Negate the value of X."  ; This is a documentation string.
    +  (- X))                
    +
    +Save the above in the file testing.lisp. Now load +the definition into the LISP environment by typing: +
    +USER(5): (load "testing.lisp")
    +; Loading ./testing.lisp
    +T
    +
    +Let us try to see if they are working properly. +
    +USER(6): (triple 2)
    +6
    +USER(7): (negate 3)
    +-3
    +
    +When functions are fully debugged, we can also +compile them into binaries: +
    +USER(8): (compile-file "testing.lisp")
    +
    +Depending on whether your code is well-formed, and what system +you are using, some compilation messages will be generated. +The compiled code can be loaded into the LISP environment later by +using the following: +
    +USER(9): (load "testing")
    +; Fast loading ./testing.fasl
    +T
    +
    + +

    Control Stuctures: Recursions and Conditionals

    + +

    Now that we are equipped with all the tools for +developing LISP programs, let us venture into +something more interesting. Consider the definition of +factorials: + + + + + + + +
    n! = 1 if n = 1
    n! = n * (n - 1)! if n > 1
    +We can implement a function to compute factorials using +recursion: +

    +(defun factorial (N)
    +  "Compute the factorial of N."
    +  (if (= N 1)
    +      1
    +    (* N (factorial (- N 1)))))
    +
    +The if form checks if N is one, and +returns one if that is the case, or else returns +N * (N - 1)!. + +Several points are worth noting: +
      +
    • The condition expression (= N 1) is + a relational expression. It returns boolean + values T or NIL. In fact, LISP + treats NIL as false, and everything else + as true. Other relational operators include the + following: +

      + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      Relational OperatorsMeaning
      (= x y)x is equal to y
      (/= x y)x is not equal to y
      (< x y)x is less than y
      (> x y)x is greater than y
      (<= x y)x is no greater than y
      (>= x y)x is no less than y
      +

      +

    • The if form is not a strict function + (strict functions evaluate their arguments in applicative + order). + Instead, the if form evaluates + the condition (= N 1) before further + evaluating the other two arguments. + If the condition evaluates to true, then only the + second argument is evaluated, and its value is + returned as the value of the if form. + Otherwise, the third argument is evaluated, and its + value is returned. Forms that are not strict + functions are called + special forms. +
    • The function is recursive. The definition of factorial + involves invocation of itself. Recursion is, for now, our only + mechanism for producing looping behavior. Specifically, + the kind of recursion we are looking at is called linear + recursion, in which the function may make at most one + recursive call from any level of invocation. +
    + +

    To better understand the last point, +we can make use of the debugging facility +trace (do not compile your code if you want to use +trace): +

    +USER(11): (trace factorial)
    +(FACTORIAL)
    +USER(12): (factorial 4)
    + 0: (FACTORIAL 4)
    +   1: (FACTORIAL 3)
    +     2: (FACTORIAL 2)
    +       3: (FACTORIAL 1)
    +       3: returned 1
    +     2: returned 2
    +   1: returned 6
    + 0: returned 24
    +24
    +
    +Tracing factorial allows us to examine +the recursive invocation of the function. As you +can see, at most one recursive call is made from +each level of invocation. + +


    Exercise: +The N'th triangular number is +defined to be 1 + 2 + 3 + ... + N. +Alternatively, we could give a recursive definition +of triangular number as follows: + + + + + + + + + + + + + +
    T(n) = 1if n = 1
    T(n) = n + T(n-1)if n > 1
    +Use the recursive definition to +help you implement + a linearly recursive function (triangular N) +that returns the N'th triangular number. +Enter your function definition into a text file. Then load +it into LISP. Trace the execution of (triangular 6). +
    + +


    Exercise: +Write down a recursive definition of BE +(assuming that +both B and E are non-negative integers). +Then implement a linearly +recursive function (power B E) that +computes BE. +Enter your function definition into a text file. Then load +it into LISP. Trace the execution of (power 2 6). +
    + +

    Multiple Recursions

    + +

    Recall the definition of Fibonacci numbers: + + + + + + + + + +
    Fib(n) = 1 for n = 0 or n = 1
    Fib(n) = Fib(n-1) + Fib(n-2) for n > 1
    +This definition can be directly translated to the +following LISP code: +

    +(defun fibonacci (N)
    +  "Compute the N'th Fibonacci number."
    +  (if (or (zerop N) (= N 1))
    +      1
    +    (+ (fibonacci (- N 1)) (fibonacci (- N 2)))))
    +
    + +

    Again, several observations can be made. +First, the function call (zerop N) tests if N is +zero. It is merely a shorthand for (= N 0). As such, +zerop returns either T or NIL. We +call such a boolean function a predicate, as indicated by the +suffix p. Some other built-in shorthands and predicates +are the following: +

    + + + + + + + + + + + + + + + + + + + + + + + + + + +
    ShorthandMeaning
    (1+ x)(+ x 1)
    (1- x)(- x 1)
    (zerop x)(= x 0)
    (plusp x)(> x 0)
    (minusp x)(< x 0)
    (evenp x)(= (rem x 2) 0)
    (oddp x)(/= (rem x 2) 0)
    + +

    Second, the or form is a logical operator. Like if, +or is not a strict function. +It evaluates its arguments from left +to right, returning non-NIL immediately if it encounters +an argument that evaluates to non-NIL. It evaluates +to NIL if all tests fail. +For example, in the expression (or t (= 1 1)), the second +argument (= 1 1) will not be evaluated. Similar logical +connectives are listed below: +

    + + + + + + + + + + + + + + + +
    Logical OperatorsMeaning
    (or x1 x2 ... xn)Logical or
    (and x1 x2 ... xn)Logical and
    (not x)Logical negation
    + +

    Third, the function definition contains two self references. +It first recursively evaluates (fibonacci (- N 1)) to +compute Fib(N-1), then evaluates (fibonacci (- N 2)) +to obtain Fib(N-2), and lastly return their sum. +This kind of recursive definitiion is called double recursion +(more generally, multiple recursion). +Tracing the function yields the following: +

    +USER(20): (fibonacci 3)
    + 0: (FIBONACCI 3)
    +   1: (FIBONACCI 2)
    +     2: (FIBONACCI 1)
    +     2: returned 1
    +     2: (FIBONACCI 0)
    +     2: returned 1
    +   1: returned 2
    +   1: (FIBONACCI 1)
    +   1: returned 1
    + 0: returned 3
    +3
    +
    +Note that in each level, there could be up to two recursive invocations. + + +


    Exercise: The Binomial Coefficient B(n, r) is +the coefficient of the term xr in the binormial +expansion of +(1 + x)n. +For example, B(4, 2) = 6 because (1+x)4 += 1 + 4x + 6x2 + 4x3 + x4. +The Binomial Coefficient + can be computed using the Pascal Triangle formula: + + + + + + + + + +
    B(n, r) = 1 if r = 0 or r = n
    B(n, r) = B(n-1, r-1) + B(n-1, r) otherwise
    +Implement a doubly recursive function (binomial N R) +that computes the binomial coefficient B(N, R). +
    + +

    Some beginners might find nested function calls like the +following very difficult to understand: +

    +    (+ (fibonacci (- N 1)) (fibonacci (- N 2)))))
    +
    +To make such expressions easier to write and comprehend, one +could define local name bindings to represent intermediate +results: +
    +    (let
    +	((F1 (fibonacci (- N 1)))
    +	 (F2 (fibonacci (- N 2))))
    +      (+ F1 F2))
    +
    +The let special form above defines two local variables, +F1 and F2, which binds to Fib(N-1) +and Fib(N-2) respectively. Under these local +bindings, let evaluates (+ F1 F2). +The fibonacci function can thus be rewritten as follows: +
    +(defun fibonacci (N)
    +  "Compute the N'th Fibonacci number."
    +  (if (or (zerop N) (= N 1))
    +      1
    +    (let
    +	((F1 (fibonacci (- N 1)))
    +	 (F2 (fibonacci (- N 2))))
    +      (+ F1 F2))))
    +
    + +

    Notice that let creates all bindings in parallel. +That is, both (fibonacci (- N 1)) and (fibonacci (- N 2)) +are evaluated first, and then they are bound to F1 and F2. +This means that the following LISP code will not work: +

    +(let
    +    ((x 1)
    +     (y (* x 2)))
    +  (+ x y))
    +
    +LISP will attempt to evaluate the right hand sides first before +the bindings are established. So, the expression +(* x 2) is evaluated before the binding of x +is available. To perform sequential binding, use the let* +form instead: +
    +(let*
    +    ((x 1)
    +     (y (* x 2)))
    +  (+ x y))
    +
    +LISP will bind 1 to x, then evaluate (* x 2) +before the value is bound to y. + +

    Lists

    + +

    Numeric values are not the only type of data LISP supports. +LISP is designed for symbolic computing. The fundamental +LISP data structure for supporting symbolic manipulation are +lists. In fact, LISP stands for "LISt Processing." + +

    Lists are containers that supports sequential traversal. +List is also a recursive data structure: its definition +is recursive. +As such, most of its traversal algorithms are recursive functions. +In order to better +understand a recursive abstract data type and prepare oneself +to develop recursive operations on the data type, one should present +the data type in terms of its constructors, +selectors and recognizers. + +

    Constructors are forms that create new +instances of a data type (possibly out of some simpler components). +A list is obtained by +evaluating one of the following constructors: +

      +
    1. nil: Evaluating nil creates an empty + list; +
    2. (cons x L): Given a LISP object + x and a list L, evaluating (cons x L) + creates a list + containing +x followed by the elements in L. +
    +

    Notice that the above definition is inherently recursive. +For example, +to construct a list containing 1 followed by 2, we could type +in the expression: +

    +USER(21): (cons 1 (cons 2 nil))
    +(1 2)
    +
    +LISP replies by printing (1 2), which is a more +readable representation of a list containing 1 followed by 2. +To understand why the above works, notice that nil +is a list (an empty one), and thus (cons 2 nil) is +also a list (a list containing 1 followed by nothing). Applying +the second constructor again, we see that (cons 1 (cons 2 nil)) +is also a list (a list containing 1 followed by 2 followed by nothing). + + +

    Typing cons expressions could be tedious. +If we already know all the elements in a list, we could +enter our list as list literals. For example, to +enter a list containing all prime numbers less than 20, +we could type in the following expression: +

    +USER(22): (quote (2 3 5 7 11 13 17 19))
    +(2 3 5 7 11 13 17 19)
    +
    +Notice that we have quoted the list using the quote special +form. This is necessary +because, without the quote, LISP would interpret the expression +(2 3 5 7 11 13 17 19) +as a function call to a function with name "2" and arguments 3, 5, ..., 19 +The quote is just a syntactic device that instructs LISP +not to evaluate the a form in applicative order, but rather treat it +as a literal. +Since quoting is used frequently in LISP programs, +there is a shorthand for quote: +
    +USER(23): '(2 3 5 7 11 13 17 19)
    +(2 3 5 7 11 13 17 19)
    +
    +The quote symbol ' is nothing but a syntactic shorthand for +(quote ...). + +

    The second ingredient of an abstract data type are its selectors. +Given a composite object constructed out of several components, +a selector form returns one of its components. Specifically, +suppose a list L1 is constructed by evaluating +(cons x L2), where x is a +LISP object and L2 is a list. Then, the selector forms +(first L1) and (rest L1) evaluate +to x and L2 respectively, as the following +examples illustrate: +

    +USER(24): (first '(2 4 8))
    +2
    +USER(25): (rest '(2 4 8))
    +(4 8)
    +USER(26): (first (rest '(2 4 8)))
    +4
    +USER(27): (rest (rest '(2 4 8)))
    +(8)
    +USER(28): (rest (rest (rest '(8))))
    +NIL
    +
    + +

    Finally, we look at recognizers, expressions that test how an +object is constructed. Corresponding to each constructor of +a data type is a recognizer. In the case of list, they are +null for nil and consp for cons. +Given a list L, (null L) returns +t iff L is nil, and (consp L) +returns t iff L is constructed from cons. +

    +USER(29): (null nil)
    +T
    +USER(30): (null '(1 2 3))
    +NIL
    +USER(31): (consp nil)
    +NIL
    +USER(32): (consp '(1 2 3))
    +T
    +
    +Notice that, since lists have only two constructors, the recognizers +are complementary. Therefore, we usually need only one of them. +In our following discussion, we use only null. + +

    Structural Recursion with Lists

    + +

    As we have promised, understanding how the constructors, selectors and +recognizers of lists work helps us to develop recursive functions that +traverse a list. Let us begin with an example. +The LISP built-in function list-length counts the number of +elements in a list. For example, +

    +USER(33): (list-length '(2 3 5 7 11 13 17 19))
    +8
    +
    +Let us try to see how such a function can be implemented recursively. +A given list L is created by either one of the two constructors, +namely nil or a cons: +
      +
    • Case 1: L is nil.
      + The length of an empty list is zero. +
    • Case 2: L is constructed by cons.
      + Then L is composed of two parts, namely, +(first L) and (rest L). In such +case, the length of L can be obtained inductively by adding +1 to the length of (rest L). +
    +

    Formally, we could +implement our own version of list-length as follows: +

    +(defun recursive-list-length (L)
    +  "A recursive implementation of list-length."
    +  (if (null L)
    +      0
    +    (1+ (recursive-list-length (rest L)))))
    +
    +Here, we use the recognizer null to differentiate how +L is constructed. In case L is nil, +we return 0 as its length. Otherwise, L is a cons, +and we return 1 plus the length of (rest L). +Recall that (1+ n) is simply a shorthand for +(+ n 1). + +

    Again, it is instructive to use the trace facilities to +examine the unfolding of recursive invocations: +

    +USER(40): (trace recursive-list-length)
    +(RECURSIVE-LIST-LENGTH)
    +USER(41): (recursive-list-length '(2 3 5 7 11 13 17 19))
    + 0: (RECURSIVE-LIST-LENGTH (2 3 5 7 11 13 17 19))
    +   1: (RECURSIVE-LIST-LENGTH (3 5 7 11 13 17 19))
    +     2: (RECURSIVE-LIST-LENGTH (5 7 11 13 17 19))
    +       3: (RECURSIVE-LIST-LENGTH (7 11 13 17 19))
    +         4: (RECURSIVE-LIST-LENGTH (11 13 17 19))
    +           5: (RECURSIVE-LIST-LENGTH (13 17 19))
    +             6: (RECURSIVE-LIST-LENGTH (17 19))
    +               7: (RECURSIVE-LIST-LENGTH (19))
    +                 8: (RECURSIVE-LIST-LENGTH NIL)
    +                 8: returned 0
    +               7: returned 1
    +             6: returned 2
    +           5: returned 3
    +         4: returned 4
    +       3: returned 5
    +     2: returned 6
    +   1: returned 7
    + 0: returned 8
    +8
    +
    + +

    The kind of recursion we see here is called structural +recursion. Its standard pattern is as follows. To +process an instance X of a recursive data type: +

      +
    1. Use the recognizers to determine how X is created + (i.e. which constructor creates it). In our example, we + use null to decide if a list is created by + nil or cons. +
    2. For instances that are atomic (i.e. those created by + constructors with no components), return a trivial + value. For example, in the case when a list is nil, + we return zero as its length. +
    3. If the instance is composite, then use the selectors to + extract its components. In our example, we use first + and rest to extract the two components of a nonempty + list. +
    4. Following that, we apply recursion on one or more components + of X. For instance, we recusively invoked + recursive-list-length on (rest L). +
    5. Finally, we use either the constructors or some other + functions to combine the result of the recursive calls, + yielding the value of the function. In the case of + recursive-list-length, we return one plus the + result of the recursive call. +
    + +


    Exercise: Implement a linearly recursive +function (sum L) which +computes the sum of all numbers in a list L. +Compare your solution with the standard pattern of +structural recursion. +
    + +

    Sometimes, long traces like the one for list-length +may be difficult to read on a terminal screen. +Common LISP allows you to capture screen I/O into a file +so that you can, for example, produce a hard copy for +more comfortable reading. To capture the trace of +executing (recursive-list-length '(2 3 5 7 11 13 17 19)), +we use the dribble command: +

    +USER(42): (dribble "output.txt")
    +dribbling to file "output.txt"
    + 
    +NIL
    +USER(43): (recursive-list-length '(2 3 5 7 11 13 17 19))
    + 0: (RECURSIVE-LIST-LENGTH (2 3 5 7 11 13 17 19))
    +   1: (RECURSIVE-LIST-LENGTH (3 5 7 11 13 17 19))
    +     2: (RECURSIVE-LIST-LENGTH (5 7 11 13 17 19))
    +       3: (RECURSIVE-LIST-LENGTH (7 11 13 17 19))
    +         4: (RECURSIVE-LIST-LENGTH (11 13 17 19))
    +           5: (RECURSIVE-LIST-LENGTH (13 17 19))
    +             6: (RECURSIVE-LIST-LENGTH (17 19))
    +               7: (RECURSIVE-LIST-LENGTH (19))
    +                 8: (RECURSIVE-LIST-LENGTH NIL)
    +                 8: returned 0
    +               7: returned 1
    +             6: returned 2
    +           5: returned 3
    +         4: returned 4
    +       3: returned 5
    +     2: returned 6
    +   1: returned 7
    + 0: returned 8
    +8
    +USER(44): (dribble)
    +
    +The form (dribble "output.txt") instructs Common LISP +to begin capturing all terminal I/O into a file called output.txt. +The trailing (dribble) form instructs Common LISP to +stop I/O capturing, and closes the file output.txt. If we +examine output.txt, we will see the following: +
    +dribbling to file "output.txt"
    + 
    +NIL
    +USER(43): (recursive-list-length '(2 3 5 7 11 13 17 19))
    + 0: (RECURSIVE-LIST-LENGTH (2 3 5 7 11 13 17 19))
    +   1: (RECURSIVE-LIST-LENGTH (3 5 7 11 13 17 19))
    +     2: (RECURSIVE-LIST-LENGTH (5 7 11 13 17 19))
    +       3: (RECURSIVE-LIST-LENGTH (7 11 13 17 19))
    +         4: (RECURSIVE-LIST-LENGTH (11 13 17 19))
    +           5: (RECURSIVE-LIST-LENGTH (13 17 19))
    +             6: (RECURSIVE-LIST-LENGTH (17 19))
    +               7: (RECURSIVE-LIST-LENGTH (19))
    +                 8: (RECURSIVE-LIST-LENGTH NIL)
    +                 8: returned 0
    +               7: returned 1
    +             6: returned 2
    +           5: returned 3
    +         4: returned 4
    +       3: returned 5
    +     2: returned 6
    +   1: returned 7
    + 0: returned 8
    +8
    +USER(44): (dribble)
    +
    + +

    Symbols

    + + +

    The lists we have seen so far are lists of numbers. Another data +type of LISP is symbols. A symbol is simply a sequence +of characters: +

    +USER(45): 'a           ; LISP is case-insensitive.
    +A
    +USER(46): 'A           ; 'a and 'A evaluate to the same symbol.
    +A
    +USER(47): 'apple2      ; Both alphanumeric characters ...
    +APPLE2
    +USER(48): 'an-apple    ; ... and symbolic characters are allowed.
    +AN-APPLE
    +USER(49): t            ; Our familiar t is also a symbol.
    +T
    +USER(50): 't           ; In addition, quoting is redundant for t.
    +T
    +USER(51): nil          ; Our familiar nil is also a symbol.
    +NIL
    +USER(52): 'nil         ; Again, it is self-evaluating.
    +NIL
    +
    + +

    With symbols, we can build more interesting lists: +

    +USER(53): '(how are you today ?)   ; A list of symbols.
    +(HOW ARE YOU TODAY ?)
    +USER(54): '(1 + 2 * x)             ; A list of symbols and numbers.
    +(1 + 2 * X)
    +USER(55): '(pair (2 3))            ; A list containing 'pair and '(2 3).
    +(pair (2 3))
    +
    +Notice that the list (pair (2 3)) +has length 2: +
    +USER(56): (recursive-list-length '(pair (2 3)))
    +2
    +
    +Notice also the result of applying accessors: +
    +USER(57): (first '(pair (2 3)))
    +PAIR
    +USER(58): (rest '(pair (2 3)))
    +((2 3))
    +
    +Lists containing other lists as members are difficult to understand +for beginners. Make sure you understand the above example. + +

    Example: nth

    + +

    LISP defines a function (nth N L) +that returns the N'th member of list L (assuming +that the elements are numbered from zero onwards): +

    +USER(59): (nth 0 '(a b c d))
    +A
    +USER(60): (nth 2 '(a b c d))
    +C
    +
    +We could implement our own version of nth by linear recursion. +Given N and L, either L is nil +or it is constructed by cons. +
      +
    • Case 1: L is nil.
      +Accessing the N'th element is an undefined operation, +and our implementation should arbitrarily return nil to +indicate this. +
    • Case 2: L is constructed by a cons.
      +Then L +has two components: (first L) and +(rest L). There are +two subcases: either N = 0 or N > 0: +
        +
      • Case 2.1: N = 0.
        + The zeroth element of L is simply + (first L). +
      • Case 2.2: N > 0.
        +The N'th +member of L is exactly the (N-1)'th member of +(rest L). +
      +
    +The following code implements our algorithm: +
    +(defun list-nth (N L)
    +  "Return the N'th member of a list L."
    +  (if (null L)
    +      nil
    +    (if (zerop N) 
    +	(first L)
    +      (list-nth (1- N) (rest L)))))
    +
    +Recall that (1- N) is merely a shorthand for (- N 1). +Notice that both our implementation and its +correctness argument closely follow the standard pattern +of structural recursion. +Tracing the execution of the function, we get: +
    +USER(61): (list-nth 2 '(a b c d))
    + 0: (LIST-NTH 2 (A B C D))
    +   1: (LIST-NTH 1 (B C D))
    +     2: (LIST-NTH 0 (C D))
    +     2: returned C
    +   1: returned C
    + 0: returned C
    +C
    +
    + + +


    Exercise: LISP has a built-in function (last L) +that returns a the last cons structure in a given list L. +
    +USER(62): (last '(a b c d))
    +(d)
    +USER(63): (last '(1 2 3))
    +(3)
    +
    +Implement your own version of last +using linear recursion. You may assume that (last nil) +returns nil. Compare your implementation with +the standard pattern of structural recursion. +
    + +

    Notice that we have a standard if-then-else-if structure +in our implementation of list-nth. +Such logic can alternatively +be implemented using the cond special form. +

    +(defun list-nth (n L)
    +  "Return the n'th member of a list L."
    +  (cond
    +   ((null L)   nil)
    +   ((zerop n)  (first L))
    +   (t          (list-nth (1- n) (rest L)))))
    +
    +The cond form above is evaluated as follows. The condition +(null L) is evaluated first. If the result is true, +then nil is returned. Otherwise, the condition (zerop n) +is evaluated. If the condition holds, then the value of (first L) is +returned. In case neither of the conditions holds, +the value of (list-nth +(1- n) (rest L)) is returned. + +


    Exercise: Survey CLTL2 section 7.6 (pages 156-161) and find +out what other conditional special forms are available in Common LISP. +Do you know when the special forms when and unless +should be used instead of if? +
    + +

    Example: member

    + +

    LISP defines a function (member E L) +that returns non-NIL if E is a member of L. +

    +USER(64): (member 'b '(perhaps today is a good day to die)) ; test fails
    +NIL
    +USER(65): (member 'a '(perhaps today is a good day to die)) ; returns non-NIL
    +'(a good day to die)
    +
    +We implement our own recursive version as follows: +
    +(defun list-member (E L)
    +  "Test if E is a member of L."
    +  (cond
    +   ((null L)          nil)   
    +   ((eq E (first L))  t)     
    +   (t                 (list-member E (rest L))))) 
    +
    +The correctness of the above implementation is easy to justify. The list +L is either constructed by nil or by a call to +cons: +
      +
    • Case 1: L is nil.
      +L is +empty, and there is no way E is in L. +
    • Case 2: L +is constructed by cons
      +Then it has two components: +(first L) and (rest L). +There are two cases, either (first L) is E +itself, or it is not. +
        +
      • Case 2.1: E equals (first L).
        +This means that E is a member of L, +
      • Case 2.2: E does not equal (first L).
        +Then E is a member of L iff E is a +member of (rest L). +
      +
    + +

    Tracing the execution of list-member, we get the following: +

    +USER(70): (list-member 'a '(perhaps today is a good day to die))
    + 0: (LIST-MEMBER A (PERHAPS TODAY IS A GOOD DAY TO DIE))
    +   1: (LIST-MEMBER A (TODAY IS A GOOD DAY TO DIE))
    +     2: (LIST-MEMBER A (IS A GOOD DAY TO DIE))
    +       3: (LIST-MEMBER A (A GOOD DAY TO DIE))
    +       3: returned T
    +     2: returned T
    +   1: returned T
    + 0: returned T
    +T
    +
    + +

    In the implementation of list-member, +the function call (eq x y) tests if two symbols +are the same. In fact, the semantics of this test determines what +we mean by a member: +

    +USER(71): (list-member '(a b) '((a a) (a b) (a c)))
    + 0: (LIST-MEMBER (A B) ((A A) (A B) (A C)))
    +   1: (LIST-MEMBER (A B) ((A B) (A C)))
    +     2: (LIST-MEMBER (A B) ((A C)))
    +       3: (LIST-MEMBER (A B) NIL)
    +       3: returned NIL
    +     2: returned NIL
    +   1: returned NIL
    + 0: returned NIL
    +NIL
    +
    +In the example above, we would have expected a result of t. +However, since '(a b) does not eq another copy +of '(a b) (they are not the same symbol), +list-member returns nil. +If we want to account for list equivalence, we could have used +the LISP built-in function equal instead of eq. +Common LISP defines the following set of predicates for testing +equality: +

    + + + + + + + + + + + + + + + + + + + + +
    (= x y)True if x and y evaluate to the same number.
    (eq x y)True if x and y evaluate to the same symbol.
    (eql x y)True if x and y are either = or eq.
    (equal x y)True if x and y are eql or if + they evaluate to the same list.
    (equalp x y)To be discussed in Tutorial 4.
    + +


    Exercise: What would be the behavior of list-member +if we replace eq by =? By eql? By equal? +
    + +

    Example: append

    + +

    LISP defines a function append that appends one list by +another: +

    +USER(72): (append '(a b c) '(c d e))
    +(A B C C D E)
    +
    +We implement a recursive version of append. +Suppose we are given two lists L1 and L2. +L1 is either nil or constructed by cons. +
      +
    • Case 1: L1 is nil.
      +Appending L2 to +L1 simply results in L2. +
    • Case 2: L1 +is composed of two parts: (first L1) and +(rest L1). If we know the result of appending L2 +to (rest L1), then we can take this result, insert +(first L1) to the front, and we then have +the list we want. +
    +

    Formally, we define the following function: +

    +(defun list-append (L1 L2)
    +  "Append L1 by L2."
    +  (if (null L1)
    +      L2
    +    (cons (first L1) (list-append (rest L1) L2))))
    +
    +An execution trace is the following: +
    +USER(73): (list-append '(a b c) '(c d e))
    + 0: (LIST-APPEND (A B C) (C D E))
    +   1: (LIST-APPEND (B C) (C D E))
    +     2: (LIST-APPEND (C) (C D E))
    +       3: (LIST-APPEND NIL (C D E))
    +       3: returned (C D E)
    +     2: returned (C C D E)
    +   1: returned (B C C D E)
    + 0: returned (A B C C D E)
    +(A B C C D E)
    +
    + +


    Exercise: LISP defines a function (butlast L) +that returns a list containing the same elements in L except +for the last one. Implement your own version of butlast +using linear recursion. You may assume that (butlast nil) +returns nil. +
    + +

    Using Lists as Sets

    + +Formally, lists are ordered sequences. They differ with sets +in two ways: +
      +
    1. Sets are unordered, but lists are. (a b c) +and (c b a) are two different lists. +
    2. +An element either belong to a set or it does not. There is +no notion of multiple occurrences. +Yet, a list may contain multiple occurrences of the same element. +(a b b c) and (a b c) are two different lists. +
    +However, one may use lists to approximate sets, although the +performance of such implementation is not the greatest. + +

    We have already seen how we can use the built-in function member +to test set membership. LISP also defines functions like +(intersection L1 L2), +(union L1 L2) +and (difference L1 L2) for +boolean operations on sets. In fact, these functions +are not difficult to implement. Consider the following +implementation of set intersection: +

    +(defun list-intersection (L1 L2)
    +  "Return a list containing elements belonging to both L1 and L2."
    +  (cond
    +   ((null L1) nil)
    +   ((member (first L1) L2) 
    +    (cons (first L1) (list-intersection (rest L1) L2)))
    +   (t (list-intersection (rest L1) L2))))
    +
    +The correctness of the implementation is easy to see. +L1 is either an empty set (nil) or it is not: +
      +
    • Case 1: L1 is an empty set.
      +Then its interection with L2 +is obviously empty. +
    • Case 2: L1 is not empty.
      +L1 has both a first +component and a rest component. There are two cases: +either (first L1) is a member of L2 or it is not. +
        +
      • Case 2.1: (first L1) is a member +of L2.
        +(first L1) belongs to both L1 +and L2, and thus belong to their intersection. Therefore, +the intersection of L1 and L2 is simply +(first L1) plus the intersection of (rest L1) and +L2. +
      • Case 2.2: (first L1) is not a member +of L2.
        +Since (first L1) +does not belong to L2, it does not belong to the intersection +of L1 and L2. As a result, the intersection of +L1 and L2 is exactly the intersection of +(rest L1) and L2. +
      +
    +

    A trace of executing the function is given below: +

    +USER(80): (trace list-intersection)
    +(LIST-INTERSECTION)
    +USER(81): (list-intersection '(1 3 5 7) '(1 2 3 4))
    + 0: (LIST-INTERSECTION (1 3 5 7) (1 2 3 4))
    +   1: (LIST-INTERSECTION (3 5 7) (1 2 3 4))
    +     2: (LIST-INTERSECTION (5 7) (1 2 3 4))
    +       3: (LIST-INTERSECTION (7) (1 2 3 4))
    +         4: (LIST-INTERSECTION NIL (1 2 3 4))
    +         4: returned NIL
    +       3: returned NIL
    +     2: returned NIL
    +   1: returned (3)
    + 0: returned (1 3)
    +(1 3)
    +
    +


    Exercise: Give a linearly recursive implementation of +union and difference. +
    + + diff --git a/Programming/Lisp/Lisp Mess/Tutorial 2 - Advanced Functional Programming.html b/Programming/Lisp/Lisp Mess/Tutorial 2 - Advanced Functional Programming.html new file mode 100644 index 0000000000000000000000000000000000000000..bfa63d9371e58f933e2ab2fdc00a00e99dd47f3b --- /dev/null +++ b/Programming/Lisp/Lisp Mess/Tutorial 2 - Advanced Functional Programming.html @@ -0,0 +1,910 @@ + + +LISP Tutorial 2: Advanced Functional Programming in LISP + + +

    LISP Tutorial 2: Advanced Functional Programming in LISP

    + +

    Auxiliary Functions and Accumulator Variables

    + +

    We define the reversal of a list L +to be a list containing exactly the elements of L in reversed +order. +The Common LISP built-in function (reverse L) +returns the reversal of L: +

    +USER(1): (reverse '(1 2 3 4))
    +(4 3 2 1)
    +USER(2): (reverse '(1 (a b) (c d) 4))
    +(4 (c d) (a b) 1)
    +USER(3): (reverse nil)
    +NIL
    +
    + +

    Implementing a version of reverse is not difficult, +but finding an efficient implementation is not as trivial. +To review what we learned in the last tutorial, let us begin +with a naive implementation of reverse: +

    +(defun slow-list-reverse (L)
    +  "Create a new list containing the elements of L in reversed order."
    +  (if (null L)
    +      nil
    +    (list-append (slow-list-reverse (rest L)) 
    +                 (list (first L)))))
    +
    + +

    Notice that this linearly recursive implementation calls +the function list-append we implemented in the +the last tutorial. Notice also the new function list, +which returns a list containing its arguments. For example, +(list 1 2) returns the list (1 2). In general, +(list x1 x2 ... +xn) +is just a shorthand for (cons x1 +(cons x2 +... (cons xn nil) ... )). So, the expression +(list (first L)) in the listing above returns a +singleton list containing the first element of L. + +

    So, why does (slow-list-reverse L) returns +the reversal of L? The list L is +constructed either by nil or by cons: +

      +
    • Case 1: L is nil.
      + The reversal of + L is simply nil. +
    • Case 2: L is constructed from a call to cons.
      + Then L has two components: (first L) and +(rest L). If we append (first L) +to the end of the reversal of (rest L), +then we +obtain the reversal of L. +Of course, we could make use of list-append to do this. +However, list-append expects two list arguments, so we +need to construct a singleton list containing (first L) +before we pass it as a second argument to list-append. +
    + +

    Let us trace the execution of the function to see how the recursive +calls unfold: +

    +USER(3): (trace slow-list-reverse)
    +(SLOW-LIST-REVERSE)
    +USER(4): (slow-list-reverse '(1 2 3 4))
    + 0: (SLOW-LIST-REVERSE (1 2 3 4))
    +   1: (SLOW-LIST-REVERSE (2 3 4))
    +     2: (SLOW-LIST-REVERSE (3 4))
    +       3: (SLOW-LIST-REVERSE (4))
    +         4: (SLOW-LIST-REVERSE NIL)
    +         4: returned NIL
    +       3: returned (4)
    +     2: returned (4 3)
    +   1: returned (4 3 2)
    + 0: returned (4 3 2 1)
    +(4 3 2 1)
    +
    +Everything looks fine, until we trace also the unfolding of list-append: +
    +USER(9): (trace list-append)
    +(LIST-APPEND)
    +USER(10): (slow-list-reverse '(1 2 3 4))
    + 0: (SLOW-LIST-REVERSE (1 2 3 4))
    +   1: (SLOW-LIST-REVERSE (2 3 4))
    +     2: (SLOW-LIST-REVERSE (3 4))
    +       3: (SLOW-LIST-REVERSE (4))
    +         4: (SLOW-LIST-REVERSE NIL)
    +         4: returned NIL
    +         4: (LIST-APPEND NIL (4))
    +         4: returned (4)
    +       3: returned (4)
    +       3: (LIST-APPEND (4) (3))
    +         4: (LIST-APPEND NIL (3))
    +         4: returned (3)
    +       3: returned (4 3)
    +     2: returned (4 3)
    +     2: (LIST-APPEND (4 3) (2))
    +       3: (LIST-APPEND (3) (2))
    +         4: (LIST-APPEND NIL (2))
    +         4: returned (2)
    +       3: returned (3 2)
    +     2: returned (4 3 2)
    +   1: returned (4 3 2)
    +   1: (LIST-APPEND (4 3 2) (1))
    +     2: (LIST-APPEND (3 2) (1))
    +       3: (LIST-APPEND (2) (1))
    +         4: (LIST-APPEND NIL (1))
    +         4: returned (1)
    +       3: returned (2 1)
    +     2: returned (3 2 1)
    +   1: returned (4 3 2 1)
    + 0: returned (4 3 2 1)
    +(4 3 2 1)
    +
    +What we see here is revealing: given a list of N element, +slow-list-reverse makes O(N) recursive calls, +with each level of recursionl involving a call to the linear-time +function list-append. The result is that slow-list-reverse +is an O(N2) function. + +

    We can in fact build a much more efficient version +of reverse using auxiliary functions +and accumulator variables: +

    +(defun list-reverse (L)
    +  "Create a new list containing the elements of L in reversed order."
    +  (list-reverse-aux L nil))
    +
    +(defun list-reverse-aux (L A)
    +  "Append list A to the reversal of list L."
    +  (if (null L)
    +      A
    +    (list-reverse-aux (rest L) (cons (first L) A))))
    +
    + +

    +The function list-reverse-aux is an auxiliary function +(or a helper function). It does not perform any useful +function by itself, but the driver function +list-reverse could use it as a tool when building a +reversal. Specifically, (list-reverse-aux L A) +returns a new list obtained by appending list A to +the reversal of list L. By passing nil as A +to list-reverse-aux, +the driver function list-reverse obtains the reversal of L. + +

    Let us articulate why (list-reverse-aux L A) +correctly appends A to the reversal of list L. +Again, we know that either +L is nil or it is constructed +by cons: +

      +
    • Case 1: L is nil.
      + The reversal of L is simply nil. The + result of appending A to the end of an empty list + is simply A itself. +
    • Case 2: L is constructed by cons.
      + Now L is composed of two parts: (first L) + and (rest L). Observe that (first L) + is the last element in the reversal of L. If we are to + append A to the end of the reversal of L, then + (first L) will come immediately before the + elements of A. Observing the above, we recognize that + we obtain the desired result by recursively appending + (cons (first L) A) to the + reversal of (rest L). +
    +Tracing both list-reverse and list-reverse-aux, we get +the following: +
    +USER(17): (trace list-reverse list-reverse-aux)
    +(LIST-REVERSE LIST-REVERSE-AUX)
    +USER(18): (list-reverse '(1 2 3 4))
    + 0: (LIST-REVERSE (1 2 3 4))
    +   1: (LIST-REVERSE-AUX (1 2 3 4) NIL)
    +     2: (LIST-REVERSE-AUX (2 3 4) (1))
    +       3: (LIST-REVERSE-AUX (3 4) (2 1))
    +         4: (LIST-REVERSE-AUX (4) (3 2 1))
    +           5: (LIST-REVERSE-AUX NIL (4 3 2 1))
    +           5: returned (4 3 2 1)
    +         4: returned (4 3 2 1)
    +       3: returned (4 3 2 1)
    +     2: returned (4 3 2 1)
    +   1: returned (4 3 2 1)
    + 0: returned (4 3 2 1)
    +(4 3 2 1)
    +
    +

    For each recursive call to list-reverse-aux, notice how +the first element of L is "peeled off", and is then +"accumulated" in A. Because of this observation, we +call the variable A an accumulator variable. + +

    Factorial Revisited

    + +

    To better understand how auxiliary functions and accumulator +variables are used, let us revisit the problem of computing +factorials. The following is an alternative implementation +of the factorial function: +

    +(defun fast-factorial (N)
    +  "A tail-recursive version of factorial."
    +  (fast-factorial-aux N 1))
    +
    +(defun fast-factorial-aux (N A)
    +  "Multiply A by the factorial of N."
    +  (if (= N 1)
    +      A
    +    (fast-factorial-aux (- N 1) (* N A))))
    +
    +Let us defer the explanation of why the function is named "fast-factorial", and treat it as just another way to implement factorial. +Notice the structural similarity between this pair of functions and +those for computing list reversal. +The auxiliary function (fast-factorial-aux N A) +computes the product of A and the N'th factorial. +The driver function computes N! by calling +fast-factorial-aux with A set to 1. +Now, the correctness of the auxiliary function +(i.e. that (fast-factorial-aux N A) indeed +returns the product of N! and A) can be established as +follows. N is either one or larger than one. +
      +
    • Case 1: N = 1
      + The product of A and 1! is simply A * 1! = A. +
    • Case 2: N > 1
      + Since N! = N * (N-1)!, we then have N! * A = (N-1)! + * (N * A), thus justifying our implementation. +
    + +

    Tracing both fast-factorial and fast-factorial-aux, + we get the following: +

    +USER(3): (trace fast-factorial fast-factorial-aux)  
    +(FAST-FACTORIAL-AUX FAST-FACTORIAL)
    +USER(4): (fast-factorial 4)
    + 0: (FAST-FACTORIAL 4)
    +   1: (FAST-FACTORIAL-AUX 4 1)
    +     2: (FAST-FACTORIAL-AUX 3 4)
    +       3: (FAST-FACTORIAL-AUX 2 12)
    +         4: (FAST-FACTORIAL-AUX 1 24)
    +         4: returned 24
    +       3: returned 24
    +     2: returned 24
    +   1: returned 24
    + 0: returned 24
    +24
    +
    + +

    If we compare the structure of fast-factorial with +list-reverse, we notice certain patterns underlying +the use of accumulator variables in auxiliary functions: +

      +
    1. An auxiliary function generalizes the functionality of + the driver function by promising to compute + the function of interest and also combine the result with + the value of the accumulator variable. + In the case of list-reverse-aux, our original + interest were computing list reversals, but then the + auxiliary function computes a more general concept, namely, that + of appending an auxiliary list to some list reversal. + In the case of fast-factorial-aux, our original + interest were computing factorials, but the auxiliary + function computes a more general value, namely, the + product of some auxiliary number with a factorial. +
    2. At each level of recursion, the auxiliary function + reduces the problem into a smaller subproblem, and + accumulating intermediate results in the accumulator + variable. In the case of list-reverse-aux, recursion + is applied to the sublist (rest L), while + (first L) is cons'ed with A. + In the case of fast-factorial, recursion is applied + to (N - 1)!, while N is multiplied with A. +
    3. The driver function initiates the recursion by providing + an initial value for the auxiliary variable. + In the case of computing + list reversals, list-reverse initializes + A to nil. In the case of computing factorials, + fast-factorial initializes A to 1. +
    + +

    Now that you understand how fast-factorial works, +we explain where the adjective "fast" come from ... + +

    Tail Recursions

    + +Recursive functions are usually easier to reason about. Notice +how we articulate the correctness of recursive functions in this +and the previous tutorial. However, some naive programmers +complain that recursive functions are slow when compared to +their iterative counter parts. For example, consider the +original implementation of factorial we saw in the +previous tutorial: +
    +(defun factorial (N)
    +  "Compute the factorial of N."
    +  (if (= N 1)
    +      1
    +    (* N (factorial (- N 1)))))
    +
    +It is fair to point out that, as recursion unfolds, stack frames +will have to be set up, function arguments will have to be pushed +into the stack, so on and so forth, resulting in unnecessary +runtime overhead not experienced by the iterative counterpart +of the above factorial function: +
    +int factorial(int N) {
    +  int A = 1;
    +  while (N != 1) {
    +    A = A * N;
    +    N = N - 1;
    +  }
    +  return A;
    +}
    +
    +Because of this and other excuses, programmers conclude that +they could write off recursive implementations ... + +

    Modern compilers for functional programming languages usually +implement tail-recursive call optimizations which +automatically translate a certain kind of linear recursion into +efficient iterations. A linear recursive function is tail-recursive +if the result of each recursive call is returned right away as the +value of the function. Let's examine the implementation of +fast-factorial again: +

    +(defun fast-factorial (N)
    +  "A tail-recursive version of factorial."
    +  (fast-factorial-aux N 1))
    +
    +(defun fast-factorial-aux (N A)
    +  "Multiply A by the factorial of N."
    +  (if (= N 1)
    +      A
    +    (fast-factorial-aux (- N 1) (* N A))))
    +
    + +

    Notice that, in fast-factorial-aux, there is no work +left to be done after the recursive call (fast-factorial-aux +(- N 1) (* N A)). Consequently, the compiler will not +create new stack frame or push arguments, but instead simply +bind (- N 1) to N and (* N A) +to A, and jump to the beginning of the function. +Such optimization effectively renders fast-factorial +as efficient as its iterative counterpart. Notice also +the striking structural similarity between the two. + +

    When you implement linearly recursive functions, you are +encouraged to restructure it as a tail recursion after you +have fully debugged your implementation. Doing so allows +the compiler to optimize away stack management code. +However, you should do so only after you get the prototype +function correctly implemented. Notice that the technique +of accumulator variables can be used even when we are +not transforming code to tail recursions. For some problems, +the use of accumulator variables offers the most natural solutions. + +


    Exercise: +Recall that the N'th triangular number is +defined to be 1 + 2 + 3 + ... + N. +Give a tail-recursive implementation of the function +(fast-triangular N) +which returns the N'th triangular number. +
    + +


    Exercise: +Give a tail-recursive implementation of the +function (fast-power B E) that +raises B to the power E (assuming that +both B and E are non-negative integers). +
    + +


    Exercise: +Give a tail-recursive implementation of the +function (fast-list-length L), which +returns the length of a given list L. +
    + +

    Functions as First-Class Objects

    + +

    A data type is first-class in a programming language when you +can pass instances of the data type as function arguments +or return them as function values. We are used to treating +numeric and Boolean values as first-class data types in +languages like Pascal and C. However, we might not be familiar to the +notion +that functions could be treated as first-class objects, that is, +functions can be passed as function arguments and returned as +function values. This unique feature of Common LISP and other +functional languages makes it easy to build very powerful abstractions. +In the remaining of this tutorial, we will look at what passing functional +arguments buys us. In the fourth tutorial, when we talk about +imperative programming in LISP, we will return to the topic of +returning functional values. + +

    +Frequently, we need to apply a transformation multiple times on +the same data object. For example, we could define the following +transformation: +

    +(defun double (x)
    +  "Multiple X by 2."
    +  (* 2 x))
    +
    +We could compute 24 +by applying the double transformation +4 times on 1: +
    +USER(10): (double (double (double (double 1))))
    +16
    +
    +Not only is this clumsy, but it also fails to express the very idea +that the same transformation is applied multiple times. +It would be nice if we can repeat applying a given transformation F + on X for N times by simply writing +(repeat-transformation F N X). +The following function does just that: +
    +(defun repeat-transformation (F N X)
    +  "Repeat applying function F on object X for N times."
    +  (if (zerop N)
    +      X
    +    (repeat-transformation F (1- N) (funcall F X))))
    +
    +The definition follows the standard tail recursive pattern. Notice +the form (funcall F X). Given +a function F and objects X1 +X2 ... Xn, +the form (funcall F X1 +X2 ... Xn) +invoke the function F with arguments X1, +X2, ..., Xn. The variable N +is a counter keeping track of the remaining number of times we need to apply +function F to the accumulator variable X. + +

    To pass a the function double as an argument to +repeat-transformation, we need to annotate the function name +double by a closure constructor, +as in the following: +

    +USER(11): (repeat-transformation (function double) 4 1)
    +16
    +
    +There is nothing magical going on, the closure constructor is +just a syntax for telling Common LISP that what follows is a function +rather than a local variable name. Had we not included the +annotation, Common LISP will treat the name double as a variable +name, and then report an error since the name double is not +defined. + +

    To see how the evaluation arrives at the result 16, we could, +as usual, trace the execution: +

    +USER(12): (trace repeat-transformation)
    +REPEAT-TRANSFORMATION
    +USER(13): (repeat-transformation #'double 4 1)
    + 0: (REPEAT-TRANSFORMATION # 4 1)
    +   1: (REPEAT-TRANSFORMATION # 3 2)
    +     2: (REPEAT-TRANSFORMATION # 2 4)
    +       3: (REPEAT-TRANSFORMATION # 1 8)
    +         4: (REPEAT-TRANSFORMATION # 0 16)
    +         4: returned 16
    +       3: returned 16
    +     2: returned 16
    +   1: returned 16
    + 0: returned 16
    +16
    +
    + +

    Higher-Order Functions

    + +

    Notice that exponentiation is not the only use of the +repeat-transformation function. Let's say we want to +build a list containing 10 occurrences of the symbol blah. +We can do so with the help of repeat-transformation: +

    +USER(30): (defun prepend-blah (L) (cons 'blah L))
    +PREPEND-BLAH
    +USER(31): (repeat-transformation (function prepend-blah) 10 nil)
    +(BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH)
    +
    + +

    Suppose we want to fetch the 7'th element of the list +(a b c d e f g h i j). + Of course, we could use the +built in function seventh to do the job, but for the fun of it, we +could also achieve what we want in the following way: +

    +USER(32): (first (repeat-transformation (function rest) 6 '(a b c d e f g h i j)))
    +G
    +
    +Basically, we apply rest six times before apply first +to get the seventh element. In fact, we could have defined the function +list-nth (see previous tutorial) in the following way: +
    +(defun list-nth (N L)
    +  (first (repeat-transformation (function rest) N L)))
    +
    +(list-nth numbers the member of a list from zero onwards.) + +

    As you can see, functions that accepts other functions as arguments +are very powerful abstractions. You can encapsulate generic +algorithms in such a function, and parameterize their behavior by +passing in different function arguments. We call a function that +has functional parameters (or return a function as its value) +a higher-order function. + +

    One last point before we move on. The closure constructor function +is used very often when working with higher-order functions. Common +LISP therefore provide another equivalent syntax to reduce typing. +When we want Common LISP to interpret a name F +as a function, instead +of typing (function F), we can also type the shorthand +#'F. The prefix #' is nothing but an alternative +syntax for the closure constructor. For example, we could enter +the following: +

    +USER(33): (repeat-transformation #'double 4 1)
    +16
    +USER(34): (repeat-transformation #'prepend-blah 10 nil)
    +(BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH)
    +USER(35): (first (repeat-transformation #'rest 6 '(a b c d e f g h i j)))
    +G
    +
    + +

    Lambda Expressions

    + +

    Some of the functions, like +prepend-blah for example, serves no other purpose +but to instantiate the generic algorithm repeat-transformation. +It would be tedious if we need to define it as a global function +using defun +before we pass it into repeat-transformation. Fortunately, +LISP provides a mechanism to help us define functions "in place": +

    +USER(36): (repeat-transformation #'(lambda (L) (cons 'blah L)) 10 nil)
    +(BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH BLAH)
    +
    +The first argument (lambda (L) (cons 'blah L)) is a +lambda expression. It designates an anonymous function +(nameless function) with one parameter L, and it returns +as a function value (cons 'blah L). We prefix +the lambda expression with the closure constructor #' +since we want Common LISP to interpret the argument as a function +rather than a call to a function named lambda. + +

    Similarly, we could have computed powers as follows: +

    +USER(36): (repeat-transformation #'(lambda (x) (* 2 x)) 4 1)
    +16
    +
    + +


    Exercise: Define a function (apply-func-list L +X) +so that, given a list L of functions and an object X, +apply-func-list applies the functions in L to X in +reversed order. For example, the following expression +
    +(apply-func-list (list #'double #'list-length #'rest) '(1 2 3))
    +
    +is equivalent to +
    +(double (list-length (rest '(1 2 3))))
    +
    +
    + +


    Exercise: Use apply-func-list to compute the following: +
      +
    1. 10 times the fourth element of the list (10 20 30 40 50), +
    2. the third element of the second element in the list + ((1 2) (3 4 5) (6)), +
    3. the difference between 10 and the length of (a b c d e f), +
    4. a list containing a list containing the symbol blah. +
    +
    + +

    Iterating Through a List

    + +

    We have seen how we could iterate through a list using linear +recursion. We have also seen how such recursion can be optimized +if structured in a tail-recursive form. However, many of the +the list processing functions look striking similar. Consider +the following examples: +

    +(defun double-list-elements (L)
    +  "Given a list L of numbers, return a list containing the elements of L multiplied by 2."
    +  (if (null L)
    +      nil
    +    (cons (double (first L)) (double-list-elements (rest L)))))
    +
    +(defun reverse-list-elements (L)
    +  "Given a list L of lists, return a list containing the reversal of L's members."
    +  (if (null L)
    +      nil
    +    (cons (reverse (first L)) (reverse-list-elements (rest L)))))
    +
    +We could come up with infinitely many more examples of this sort. +Having to write a new function everytime we want to iterate +through a list is both time-consuming and error-prone. +The solution is to capture the generic logic of list iteration +in higher-order functions, and specialize their behaviors by +passing in functional arguments. + +

    If we look at the definitions of double-list-elements +and reverse-list-elements, we see that they +apply a certain function to +the first element of their input, then recursively invoke +themselves to +process the rest of the input list, and lastly +combine the result of the two function calls using cons. + We could capture this +logic into the following function: +

    +(defun mapfirst (F L)
    +  "Apply function F to every element of list L, and return a list containing the results."
    +  (if (null L)
    +      nil
    +    (cons (funcall F (first L)) (mapfirst F (rest L)))))
    +
    + +

    The functions double-list-elements +and reverse-list-elements can be replaced by the following: +

    +USER(18): (mapfirst #'double '(1 2 3 4))
    +(2 4 6 8)
    +USER(19): (mapfirst #'reverse '((1 2 3) (a b c) (4 5 6) (d e f)))
    +((3 2 1) (C B A) (6 5 4) (F E D))
    +
    + +

    Of course, you could also pass lambda abstractions as arguments: +

    +USER(20): (mapfirst #'(lambda (x) (* x x)) '(1 2 3 4))
    +(1 4 9 16)
    +
    + +

    In fact, the higher-order function is so useful that +Common LISP defines a function mapcar that does +exactly what mapfirst is intended for: +

    +USER(22): (mapcar #'butlast '((1 2 3) (a b c) (4 5 6) (d e f)))
    +((1 2) (A B) (4 5) (D E))
    +
    +The reason why it is called mapcar is that the function +first was called car in some older dialects of +LISP (and rest was called cdr in those dialects; +Common LISP still supports car and cdr but +we strongly advice you to stick with the more readable first +and rest). We suggest you to consider using mapcar +whenever you are tempted to write your own list-iterating functions. + +

    The function mapcar is an example of generic iterators, +which capture the generic logic of iterating through a list. +If we look at what we do the most when we iterate through a list, +we find that the following kinds of iterations occurs most frequently +in our LISP programs: +

      +
    1. Transformation iteration: transforming a list by + systematically applying a monadic function to the elements + of the list. +
    2. Search iteration: searching for a list member that + satisfies a given condition. +
    3. Filter iteration: screening out all members that + does not satisfy a given condition. +
    +As we have already seen, mapcar implements the generic +algorithm for performing transformation iteration. In the following, +we will look at the analogous of mapcar for the +remaining iteration categories. + +

    Search Iteration

    + +

    Let us begin by writing a function that returns an even element in +a list of numbers: +

    +(defun find-even (L)
    +  "Given a list L of numbers, return the leftmost even member."
    +  (if (null L)
    +      nil
    +    (if (evenp (first L))
    +        (first L)
    +      (find-even (rest L)))))
    +
    + +


    Exercise: Implement a function that, when given a list L + of lists, return a non-empty member of L. +
    + +

    We notice that the essential logic of searching can be extracted out +into the following definition: +

    +(defun list-find-if (P L)
    +  "Find the leftmost element of list L that satisfies predicate P."
    +  (if (null L)
    +      nil
    +    (if (funcall P (first L))
    +        (first L)
    +      (list-find-if P (rest L)))))
    +
    +The function list-find-if examines the elements of L +one by one, and return the first one that satisfies predicate P. +The function can be used for locating even or non-nil members +in a list: +
    +USER(34): (list-find-if #'evenp '(1 3 5 8 11 12))
    +8
    +USER(35): (list-find-if #'(lambda (X) (not (null X))) '(nil nil (1 2 3) (4 5)))
    +(1 2 3)
    +
    + +

    Common LISP defines a built-in function find-if which is +a more general version of list-find-if. It can be used just +like list-find-if: +

    +USER(37): (find-if #'evenp '(1 3 5 8 11 12))
    +8
    +USER(38): (find-if #'(lambda (X) (not (null X))) '(nil nil (1 2 3) (4 5)))
    +(1 2 3)
    +
    + +


    Exercise: Use find-if to define +a function that +searches among a list of lists for a member +that has length at least 3. +
    +


    Exercise: Use find-if to define +a function that searches among a list of lists for a member that +contains an even number of elements. +
    +


    Exercise: Use find-if to define +a function that searches among a list of numbers for +a member that is divisible by three. +
    + +

    Filter Iteration

    + +

    Given a list of lists, suppose we want to screen out all the +member lists with length less than three. We could do so by +the following function: +

    +(defun remove-short-lists (L)
    +  "Remove all members of L that has length less than three."
    +  (if (null L)
    +      nil
    +    (if (< (list-length (first L)) 3)
    +        (remove-short-lists (rest L))
    +      (cons (first L) (remove-short-lists (rest L))))))
    +
    +To articulate the correctness of this implementation, consider the +following. The list L is either nil or constructed +by cons. +
      +
    • Case 1: L is nil.
      + Removing short lists from an empty list simply results in + an empty list. +
    • Case 2: L is constructed by cons.
      + L has two components: (first L) and + (rest L). We have two cases: either (first + L) has fewer than 3 members or it has at least 3 members. +
        +
      • Case 2.1: (first L) + has fewer than three elements.
        + Since (first L) is short, and will not appear + in the result of removing short lists from L, the latter + is equivalent to the result of removing short lists from + (rest L). +
      • Case 2.2: (first L) + has at least three elements.
        + Since (first L) is not short, and will appear + in the result of removing short lists from L, the latter + is equivalent to adding (first L) to the + result of removing short lists from (rest L). +
      +
    +A typical execution trace is the following: +
    +USER(17): (remove-short-lists '((1 2 3) (1 2) nil (1 2 3 4)))
    + 0: (REMOVE-SHORT-LISTS ((1 2 3) (1 2) NIL (1 2 3 4)))
    +   1: (REMOVE-SHORT-LISTS ((1 2) NIL (1 2 3 4)))
    +     2: (REMOVE-SHORT-LISTS (NIL (1 2 3 4)))
    +       3: (REMOVE-SHORT-LISTS ((1 2 3 4)))
    +         4: (REMOVE-SHORT-LISTS NIL)
    +         4: returned NIL
    +       3: returned ((1 2 3 4))
    +     2: returned ((1 2 3 4))
    +   1: returned ((1 2 3 4))
    + 0: returned ((1 2 3) (1 2 3 4))
    +((1 2 3) (1 2 3 4))
    +
    + +

    Alternatively, we could have removed short lists using Common LISP's +built-in function remove-if: +

    +USER(19): (remove-if #'(lambda (X) (< (list-length X) 3)) '((1 2 3) (1 2) nil (1 2 3 4)))
    +((1 2 3) (1 2 3 4))
    +
    + +

    The function (remove-if P L) constructs +a new version of list L that contains only members not satisfying +predicate P. For example, we can remove all +even members from the list (3 6 8 9 10 13 15 18) by the +following: +

    +USER(21): (remove-if #'(lambda (X) (zerop (rem x 2))) '(3 6 8 9 10 13 15 18))
    +(3 9 13 15)
    +
    +Without remove-if, we would end up having to implement a function +like the following: +
    +(defun remove-even (L)
    +  "Remove all members of L that is an even number."
    +  (if (null L)
    +      nil
    +    (if (zerop (rem (first L) 2))
    +        (remove-even (rest L))
    +      (cons (first L) (remove-even (rest L))))))
    +
    + +


    Exercise: Demonstrate the correctness of remove-even + using arguments you have seen in this tutorial. +
    +


    Exercise: Observe the recurring pattern in + remove-short-lists + and remove-even, and implement your own version of +remove-if. +
    +

    We could actually implement list-intersection using +remove-if and lambda abstraction: +

    +(defun list-intersection (L1 L2)
    +  "Compute the intersection of lists L1 and L2."
    +  (remove-if #'(lambda (X) (not (member X L2))) L1))
    +
    +In the definition above, the lambda abstraction evaluates to a +predicate that returns true if its argument is not a member of +L2. Therefore, the remove-if expression +removes all elements of L1 that is not a member of L2. +This precisely gives us the intersection of L1 and L2. + +


    Exercise: Use remove-if and lambda abstractions + to implement list-difference. +
    +


    Exercise: Look up the functionality of remove-if-not + in CTRL2. Re-implement list-intersection using +remove-if-not and lambda abstraction. +
    + +

    Functions Returning Multiple Values

    + +

    The functions we have seen so far return a single value, but some +LISP functions return two or more values. For example, if two arguments +number and divisor are passed to the floor +function, it returns two values, the quotient q and the +remainder r so that number = divisor * q + r. +

    +USER(11): (floor 17 5)
    +3
    +2
    +USER(12): (floor -17 5)
    +-4
    +3
    +
    +Regular binding constructs like let and let* +only allows us to catch the first returned value of a multiple-valued +function, as the following example illustrates: +
    +USER(13): (let ((x (floor 17 5))) x)
    +3
    +
    +One can use the multiple-value-bind to receive the results of +a multiple-valued function: +
    +USER(14): (multiple-value-bind (x y) (floor 17 5) 
    +            (+ x y))
    +5
    +
    +In the above expression, (x y) is the list of variables +binding to the returned values, (floor 17 5) is the +expression generating multiple results. Binding the two values +of (floor 17 5) to x and y, LISP +then evaluates the expression (+ x y). + +

    One may also write LISP functions that return multiple values: +

    +(defun order (a b)
    +  "Return two values: (min a b) and (max a b)."
    +  (if (>= a b)
    +      (values b a)
    +    (values a b)))
    +
    +The values special form returns its arguments as multiple +values. + +

    For more information about LISP constructs for handling +multiple values, consult section 7.10 of CLTL2. + +


    Exercise: Implement a tail-recursive +function (list-min-max +L) that returns two values: the minimum +and maximum members of a list L of numbers. +
    + + + diff --git a/Programming/Lisp/Lisp Mess/Tutorial 3 - Data Abstraction In Lisp.html b/Programming/Lisp/Lisp Mess/Tutorial 3 - Data Abstraction In Lisp.html new file mode 100644 index 0000000000000000000000000000000000000000..bce877d60365b98594986f79a8ff25939436f55d --- /dev/null +++ b/Programming/Lisp/Lisp Mess/Tutorial 3 - Data Abstraction In Lisp.html @@ -0,0 +1,1243 @@ + + +LISP Tutorial Lecture 3: Data Abstraction + + +

    LISP Tutorial Lecture 3: Data Abstraction

    + +

    Binary Trees

    + +

    Suppose we want to create a new kind +of recursive data type, our familiar binary trees. +The first thing we have to do is to define the data type in terms of +its constructors, selectors and recognizers. +In the case of binary trees, we have the following: +

      +
    1. Constructors: We have two kinds of binary trees, leaves + and nodes. Accordingly, we need a constructor for each + kind: +
        +
      • (make-bin-tree-leaf E): A leaf is a composite + object with one component, the element E. +
      • (make-bin-tree-node E + B1 B2): A node consists of three components, + an element E, a left subtree B1 and + a right subtree B2. Each of B1 + and B2 is a binary tree. +
      + Notice that the definition of binary tree is inherently recursive + (as in the case of nodes). + Larger binary trees can be composed from smaller ones. +
    2. Selectors: We need to define a selector for each + component of each kind of binary tree. +
        +
      • (bin-tree-leaf-element L): Retrieve the element + of a leaf L. +
      • (bin-tree-node-element N): Retrieve the element + of a node N. +
      • (bin-tree-node-left N): Retrieve the + left subtree of a node N. +
      • (bin-tree-node-right N): Retrieve the right + subtree of a node N. +
      +
    3. Recognizers: We define one recognizer for each kind + of binary tree. +
        +
      • (bin-tree-leaf-p B): Test if a given binary tree + B is a leaf. +
      • (bin-tree-node-p B): Test if a given binary tree + B is a node. +
      +
    + +

    Notice that we have not written a line of code yet, and still we +are able to write down the function signature of all the constructors, +selectors and recognizers. The process is more or less mechanical: +

      +
    1. Define a constructor for each variant of the recursive data type. + The parameters for a constructor defines the components of + a composite object. +
    2. For each parameter of each constructor, define a selector to + retrieve the corresponding component. +
    3. For each constructor, define a corresponding recognizer. +
    + +

    The next question is how we are to represent a binary tree +as a LISP object. Of course, a list is the first thing that comes to +our mind: +

      +
    • We represent an leaf with element E by a singleton list + containing E (i.e. (list E)). +
    • A node with element E, left subtree B1 +and right subtree B2 is represented as a list containing +the three components (i.e. +(list E B1 B2)). +
    +Fixing the representation, we can thus implement the recursive +data type functions: +
    +;;
    +;; Binary Trees
    +;;
    +
    +;;
    +;; Constructors for binary trees
    +;;
    +
    +(defun make-bin-tree-leaf (E)
    +  "Create a leaf."
    +  (list E))
    +
    +(defun make-bin-tree-node (E B1 B2)
    +  "Create a node with element K, left subtree B1 and right subtree B2."
    +  (list E B1 B2))
    +
    +;;
    +;; Selectors for binary trees
    +;;
    +
    +(defun bin-tree-leaf-element (L)
    +  "Retrieve the element of a leaf L."
    +  (first L))
    +
    +(defun bin-tree-node-element (N)
    +  "Retrieve the element of a node N."
    +  (first N))
    +
    +(defun bin-tree-node-left (N)
    +  "Retrieve the left subtree of a node N."
    +  (second N))
    +
    +(defun bin-tree-node-right (N)
    +  "Retrieve the right subtree of a node N."
    +  (third N))
    +
    +;;
    +;; Recognizers for binary trees
    +;;
    +
    +(defun bin-tree-leaf-p (B)
    +  "Test if binary tree B is a leaf."
    +  (and (listp B) (= (list-length B) 1)))
    +
    +(defun bin-tree-node-p (B)
    +  "Test if binary tree B is a node."
    +  (and (listp B) (= (list-length B) 3)))
    +
    + +

    The representation scheme works out like the following: +

    +USER(5): (make-bin-tree-node '*
    +                             (make-bin-tree-node '+
    +                                                 (make-bin-tree-leaf 2)
    +                                                 (make-bin-tree-leaf 3))
    +                             (make-bin-tree-node '-
    +                                                 (make-bin-tree-leaf 7)
    +                                                 (make-bin-tree-leaf 8)))
    +(* (+ (2) (3)) (- (7) (8)))
    +
    +The expression above is a binary tree node with element * and +two subtrees. The left subtree is itself a binary tree node with ++ as its element and leaves as its subtress. The right +subtree is also a binary tree node with - as its element +and leaves as its subtrees. All the leaves are decorated by +numeric components. +
    +            *
    +           / \
    +          /   \
    +         /     \
    +        +       -
    +       / \     / \
    +      2   3   7   8
    +
    + +

    Searching Binary Trees

    + +

    As discussed in previous tutorials, having recursive data structures +defined in the way we did streamlines the process of formulating +structural recursions. We review this concept in the following examples. + +

    Suppose we treat binary trees as containers. An +expression E is a member of a binary tree B if: +

      +
    1. B is a leaf and its element is E. +
    2. B is a node and either its element is E or + E is a member of one of its subtrees. +
    +For example, the definition asserts that the members of +(* (+ (2) (3)) (- (7) (8))) are *, +, +2, 3, -, 7 and 8. +Such a definition can be directly implemented by our recursive data +type functions: +
    +(defun bin-tree-member-p (B E)
    +  "Test if E is an element in binary tree B."
    +  (if (bin-tree-leaf-p B)
    +      (equal E (bin-tree-leaf-element B))
    +    (or (equal E (bin-tree-node-element B))
    +        (bin-tree-member-p (bin-tree-node-left B) E)
    +	(bin-tree-member-p (bin-tree-node-right B) E))))
    +
    +The function can be made more readable by using the let form: +
    +(defun bin-tree-member-p (B E)
    +  "Test if E is an element in binary tree B."
    +  (if (bin-tree-leaf-p B)
    +      (equal E (bin-tree-leaf-element B))
    +    (let
    +	((elmt  (bin-tree-node-element B))
    +	 (left  (bin-tree-node-left    B))
    +	 (right (bin-tree-node-right   B)))
    +      (or (equal E elmt)
    +	  (bin-tree-member-p left E)
    +	  (bin-tree-member-p right E)))))
    +
    +

    Tracing the execution of bin-tree-member-p, we get: +

    +USER(14): (trace bin-tree-member-p)
    +(BIN-TREE-MEMBER-P)
    +USER(15): (bin-tree-member-p '(+ (* (2) (3)) (- (7) (8))) 7) 
    + 0: (BIN-TREE-MEMBER-P (+ (* (2) (3)) (- (7) (8))) 7)
    +   1: (BIN-TREE-MEMBER-P (* (2) (3)) 7)
    +     2: (BIN-TREE-MEMBER-P (2) 7)
    +     2: returned NIL
    +     2: (BIN-TREE-MEMBER-P (3) 7)
    +     2: returned NIL
    +   1: returned NIL
    +   1: (BIN-TREE-MEMBER-P (- (7) (8)) 7)
    +     2: (BIN-TREE-MEMBER-P (7) 7)
    +     2: returned T
    +   1: returned T
    + 0: returned T
    +T
    +
    + +


    Exercise: + Let size(B) be the number of members in a binary tree B. + Give a recursive definition of size(B), and then implement a + LISP function (bin-tree-size B) that + returns size(B). +
    + + + +

    Traversing Binary Trees

    + +

    +Let us write a function +that will reverse a tree in the sense that the left +and right subtrees of every node are swapped: +

    +(defun binary-tree-reverse (B)
    +  "Reverse binary tree B."
    +  (if (bin-tree-leaf-p B)
    +      B
    +    (let
    +	((elmt  (bin-tree-node-element B))
    +	 (left  (bin-tree-node-left    B))
    +	 (right (bin-tree-node-right   B)))
    +      (make-bin-tree-node elmt
    +		          (binary-tree-reverse right)
    +		          (binary-tree-reverse left)))))
    +
    +

    The correctness of the above implementation can be articulated +as follows. Given a binary tree B and an object E, +either the binary tree is a leaf or it is a node: +

      +
    • Case 1: B is a leaf.
      + Then the reversal of B is simply B itself. +
    • Case 2: B is a node.
      + Then B has three components, namely, an element elmt, + a left subtree left and a right subtree right. + The reversal of B is a node with element elmt, + left subtree the reversal of right, and right subtree + the reversal of left. +
    +

    The following shows us how the recursion unfolds: +

    +USER(21): (trace bin-tree-reverse)
    +(BIN-TREE-REVERSE)
    +USER(22): (bin-tree-reverse '(* (+ (2) (3)) (- (7) (8))))
    + 0: (BIN-TREE-REVERSE (* (+ (2) (3)) (- (7) (8))))
    +   1: (BIN-TREE-REVERSE (- (7) (8)))
    +     2: (BIN-TREE-REVERSE (8))
    +     2: returned (8)
    +     2: (BIN-TREE-REVERSE (7))
    +     2: returned (7)
    +   1: returned (- (8) (7))
    +   1: (BIN-TREE-REVERSE (+ (2) (3)))
    +     2: (BIN-TREE-REVERSE (3))
    +     2: returned (3)
    +     2: (BIN-TREE-REVERSE (2))
    +     2: returned (2)
    +   1: returned (+ (3) (2))
    + 0: returned (* (- (8) (7)) (+ (3) (2)))
    +(* (- (8) (7)) (+ (3) (2)))
    +
    +The resulting expression represents the following tree: +
    +            *
    +           / \
    +          /   \
    +         /     \
    +        -       +
    +       / \     / \
    +      8   7   3   2
    +
    + +

    Let us implement a function that will extract the members of a given binary +tree, and put them into a list in preorder. +

    +(defun bin-tree-preorder (B)
    +  "Create a list containing keys of B in preorder."
    +  (if (bin-tree-leaf-p B)
    +      (list (bin-tree-leaf-element B))
    +    (let
    +	((elmt  (bin-tree-node-element B))
    +	 (left  (bin-tree-node-left    B))
    +	 (right (bin-tree-node-right   B)))
    +      (cons elmt
    +	    (append (bin-tree-preorder left)
    +		    (bin-tree-preorder right))))))
    +
    +Tracing the execution of the function, we obtain the following: +
    +USER(13): (trace bin-tree-preorder)
    +(BIN-TREE-PREORDER)
    +USER(14): (bin-tree-preorder '(* (+ (2) (3)) (- (7) (8))))
    + 0: (BIN-TREE-PREORDER (* (+ (2) (3)) (- (7) (8))))
    +   1: (BIN-TREE-PREORDER (+ (2) (3)))
    +     2: (BIN-TREE-PREORDER (2))
    +     2: returned (2)
    +     2: (BIN-TREE-PREORDER (3))
    +     2: returned (3)
    +   1: returned (+ 2 3)
    +   1: (BIN-TREE-PREORDER (- (7) (8)))
    +     2: (BIN-TREE-PREORDER (7))
    +     2: returned (7)
    +     2: (BIN-TREE-PREORDER (8))
    +     2: returned (8)
    +   1: returned (- 7 8)
    + 0: returned (* + 2 3 - 7 8)
    +(* + 2 3 - 7 8)
    +
    + +

    As we have discussed before, the append call in the code above +is a source of inefficiency that can be obtimized away: +

    +(defun fast-bin-tree-preorder (B)
    +  "A tail-recursive version of bin-tree-preorder."
    +  (preorder-aux B nil))
    +
    +(defun preorder-aux (B A)
    +  "Append A to the end of the list containing elements of B in preorder."
    +  (if (bin-tree-leaf-p B)
    +      (cons (bin-tree-leaf-element B) A)
    +    (let
    +	((elmt  (bin-tree-node-element B))
    +	 (left  (bin-tree-node-left    B))
    +	 (right (bin-tree-node-right   B)))
    +      (cons elmt
    +	    (preorder-aux left
    +			  (preorder-aux right A))))))
    +
    +An execution trace of the implementation is the following: +
    +USER(15): (trace fast-bin-tree-preorder preorder-aux)          
    +(PREORDER-AUX FAST-BIN-TREE-PREORDER)
    +USER(16): (fast-bin-tree-preorder '(* (+ (2) (3)) (- (7) (8))))
    + 0: (FAST-BIN-TREE-PREORDER (* (+ (2) (3)) (- (7) (8))))
    +   1: (PREORDER-AUX (* (+ (2) (3)) (- (7) (8))) NIL)
    +     2: (PREORDER-AUX (- (7) (8)) NIL)
    +       3: (PREORDER-AUX (8) NIL)
    +       3: returned (8)
    +       3: (PREORDER-AUX (7) (8))
    +       3: returned (7 8)
    +     2: returned (- 7 8)
    +     2: (PREORDER-AUX (+ (2) (3)) (- 7 8))
    +       3: (PREORDER-AUX (3) (- 7 8))
    +       3: returned (3 - 7 8)
    +       3: (PREORDER-AUX (2) (3 - 7 8))
    +       3: returned (2 3 - 7 8)
    +     2: returned (+ 2 3 - 7 8)
    +   1: returned (* + 2 3 - 7 8)
    + 0: returned (* + 2 3 - 7 8)
    +(* + 2 3 - 7 8)
    +
    + +

    Exercise: Implement a function that will create a list +containing members of a given binary tree in postorder. Implement +also a tail-recursive version of the same function. + +

    Exercise: Repeat the last exercise with inorder. + +

    Abstract Data Types

    + +

    Abstract data types are blackboxes. They are defined +in terms of their external interfaces, and not their implementation. +For example, a set abstraction offers the following +operations: +

      +
    • (make-empty-set) creates an empty set. +
    • (set-insert S E) + returns a set containing all members + of set S plus an additional member E. +
    • (set-remove S E) + returns a set containing all members of set S + except for E. +
    • (set-member-p S E) + returns true if E is a member of set S. +
    • (set-empty-p S) returns true if set S + is empty. +
    + +

    To implement an abstract data type, we need to decide on +a representation. Let us represent a set by a list with +no repeated members. +

    +(defun make-empty-set ()
    +  "Creates an empty set."
    +  nil)
    +
    +(defun set-insert (S E)
    +  "Return a set containing all the members of set S plus the element E."
    +  (adjoin E S :test #'equal))
    +
    +(defun set-remove (S E)
    +  "Return a set containing all the members of set S except for element E."
    +  (remove E S :test #'equal))
    +
    +(defun set-member-p (S E)
    +  "Return non-NIL if set S contains element E."
    +  (member E S :test #'equal))
    +
    +(defun set-empty-p (S)
    +  "Return true if set S is empty."
    +  (null S))
    +
    + +


    Exercise: Look up the definition of adjoin, + remove and member from CLTL2. In particular, + find out how the :test keyword is used to specify + the equality test function to be used by the three functions. + What will happen if we omit the :test keyword and + the subsequent #'equal when invoking the three + functions? +
    + +

    Notice that we have implemented an abstract data type (sets) +using a more fundamental recursive data structure (lists) with additional +computational constraints (no repetition) imposed by the interface +functions. + +

    Binary Search Trees

    + +

    Another way of implementing the same set abstraction is to use + the more efficient binary search tree (BST). +Binary search trees are basically binary trees with the following +additional computational constraints: +

      +
    • All the members in the left subtree of a tree node + is no greater than the element of the node. +
    • All the members in the right subtree of a tree node + is greater than the element of the node. +
    • All the leaf members are distinct. +
    +Again, we are implementing an abstract data type (sets) by a more +fundamental recursive data structure (binary trees) with additional +computational constraints. In particular, we use the leaves of +a binary tree to store the member of a set, and the tree nodes +for providing indexing information that improves search performance. +for example, a BST representing the set {1 2 3 4} would look like: +
    +            2
    +           / \
    +          /   \
    +         /     \
    +        1       3
    +       / \     / \
    +      1   2   3   4
    +
    + +

    An +empty BST is represented by NIL, while a nonempty BST is +represented by a binary tree. +We begin with the constructor and recognizer for empty BST. +

    +(defun make-empty-BST ()
    +  "Create an empty BST."
    +  nil)
    +
    +(defun BST-empty-p (B)
    +  "Check if BST B is empty."
    +  (null B))
    +
    + +

    Given the additional computational constraints, membership test +can be implemented as follows: +

    +(defun BST-member-p (B E)
    +  "Check if E is a member of BST B."
    +  (if (BST-empty-p B)
    +      nil
    +    (BST-nonempty-member-p B E)))
    +
    +(defun BST-nonempty-member-p (B E)
    +  "Check if E is a member of nonempty BST B."
    +  (if (bin-tree-leaf-p B)
    +      (= E (bin-tree-leaf-element B))
    +    (if (<= E (bin-tree-node-element B))
    +	(BST-nonempty-member-p (bin-tree-node-left B) E)
    +      (BST-nonempty-member-p (bin-tree-node-right B) E))))
    +
    +Notice that we handle the degenerate case of searching an empty BST +separately, and apply the well-known recursive search algorithm +only on nonempty BST. +
    +USER(16): (trace BST-member-p BST-nonempty-member-p)
    +(BST-NONEMPTY-MEMBER-P BST-MEMBER-P)
    +USER(17): (BST-member-p '(2 (1 (1) (2)) (3 (3) (4))) 3)
    + 0: (BST-MEMBER-P (2 (1 (1) (2)) (3 (3) (4))) 3)
    +   1: (BST-NONEMPTY-MEMBER-P (2 (1 (1) (2)) (3 (3) (4))) 3)
    +     2: (BST-NONEMPTY-MEMBER-P (3 (3) (4)) 3)
    +       3: (BST-NONEMPTY-MEMBER-P (3) 3)
    +       3: returned T
    +     2: returned T
    +   1: returned T
    + 0: returned T
    +T
    +
    + +

    Insertion is handled by the following family of functions: +

    +(defun BST-insert (B E)
    +  "Insert E into BST B."
    +  (if (BST-empty-p B)
    +      (make-bin-tree-leaf E)
    +    (BST-nonempty-insert B E)))
    +
    +(defun BST-nonempty-insert (B E)
    +  "Insert E into nonempty BST B."
    +  (if (bin-tree-leaf-p B)
    +      (BST-leaf-insert B E)
    +    (let ((elmt  (bin-tree-node-element B))
    +	  (left  (bin-tree-node-left    B))
    +	  (right (bin-tree-node-right   B)))
    +      (if (<= E (bin-tree-node-element B))
    +	  (make-bin-tree-node elmt
    +			      (BST-nonempty-insert (bin-tree-node-left B) E)
    +			      right)
    +	(make-bin-tree-node elmt
    +			    left
    +			    (BST-nonempty-insert (bin-tree-node-right B) E))))))
    +
    +(defun BST-leaf-insert (L E)
    +  "Insert element E to a BST with only one leaf."
    +  (let ((elmt (bin-tree-leaf-element L)))
    +    (if (= E elmt)
    +	L
    +      (if (< E elmt)
    +	  (make-bin-tree-node E
    +			      (make-bin-tree-leaf E)
    +			      (make-bin-tree-leaf elmt))
    +	(make-bin-tree-node elmt
    +			    (make-bin-tree-leaf elmt)
    +			    (make-bin-tree-leaf E))))))
    +
    +As before, recursive insertion to nonempty BST is handled +outside of the general entry point of BST insertion. Traversing +down the index nodes, the recursive algorithm eventually arrives +at a leaf. In case the element is not already in the tree, the +leaf is turned into a node with leaf subtrees holding the inserted +element and the element of the original leaf. For example, if +we insert 2.5 into the tree represented by +(2 (1 (1) (2)) (3 (3) (4))), +the effect is the following: +
    +            2                      2
    +           / \                    / \
    +          /   \                  /   \
    +         /     \       ==>      /     \
    +        1       3              1       3
    +       / \     / \            / \     / \
    +      1   2   3   4          1   2  2.5  4
    +                                    / \
    +                                  2.5  3
    +
    +A trace of the insertion operation is given below: +
    +USER(22): (trace BST-insert BST-nonempty-insert BST-leaf-insert)
    +(BST-LEAF-INSERT BST-NONEMPTY-INSERT BST-INSERT)
    +USER(23): (BST-insert '(2 (1 (1) (2)) (3 (3) (4))) 2.5)
    + 0: (BST-INSERT (2 (1 (1) (2)) (3 (3) (4))) 2.5)
    +   1: (BST-NONEMPTY-INSERT (2 (1 (1) (2)) (3 (3) (4))) 2.5)
    +     2: (BST-NONEMPTY-INSERT (3 (3) (4)) 2.5)
    +       3: (BST-NONEMPTY-INSERT (3) 2.5)
    +         4: (BST-LEAF-INSERT (3) 2.5)
    +         4: returned (2.5 (2.5) (3))
    +       3: returned (2.5 (2.5) (3))
    +     2: returned (3 (2.5 (2.5) (3)) (4))
    +   1: returned (2 (1 (1) (2)) (3 (2.5 (2.5) (3)) (4)))
    + 0: returned (2 (1 (1) (2)) (3 (2.5 (2.5) (3)) (4)))
    +(2 (1 (1) (2)) (3 (2.5 (2.5) (3)) (4)))
    +
    + +

    Removal of elements is handled by the following family of functions: +

    +(defun BST-remove (B E)
    +  "Remove E from BST B."
    +  (if (BST-empty-p B)
    +      B
    +    (if (bin-tree-leaf-p B)
    +	(BST-leaf-remove B E)
    +      (BST-node-remove B E))))
    +
    +(defun BST-leaf-remove (L E)
    +  "Remove E from BST leaf L."
    +  (if (= E (bin-tree-leaf-element L))
    +      (make-empty-BST)
    +    L))
    +
    +(defun BST-node-remove (N E)
    +  "Remove E from BST node N."
    +  (let
    +      ((elmt  (bin-tree-node-element N))
    +       (left  (bin-tree-node-left    N))
    +       (right (bin-tree-node-right   N)))
    +    (if (<= E elmt)
    +	(if (bin-tree-leaf-p left)
    +	    (if (= E (bin-tree-leaf-element left))
    +		right
    +	      N)
    +	  (make-bin-tree-node elmt (BST-node-remove left E) right))
    +      (if (bin-tree-leaf-p right)
    +	  (if (= E (bin-tree-leaf-element right))
    +	      left
    +	    N)
    +	(make-bin-tree-node elmt left (BST-node-remove right E))))))
    +
    +This time, removal from empty BST's and BST's with a single leaf are +both degenerate cases. The recursive removal algorithm deals with +BST nodes. Traversing down the index nodes, the recursive algorithm +searches for the parent node of the leaf to be removed. In case it is +found, the sibling of the leaf to be removed replaces its parent +node. For example, the effect of removing 2 from the BST represented +by (2 (1 (1) (2)) (3 (3) (4))) is depicted as follows: +
    +            2                      2
    +           / \                    / \
    +          /   \                  /   \
    +         /     \       ==>      /     \
    +        1       3              1       4
    +       / \     / \            / \     
    +      1   2   3   4          1   2  
    +
    +A trace of the deletion operation is given below: +
    +USER(4): (trace BST-remove BST-node-remove)
    +(BST-NODE-REMOVE BST-REMOVE)
    +USER(5): (BST-remove '(2 (1 (1) (2)) (3 (3) (4))) 3)
    + 0: (BST-REMOVE (2 (1 (1) (2)) (3 (3) (4))) 3)
    +   1: (BST-NODE-REMOVE (2 (1 (1) (2)) (3 (3) (4))) 3)
    +     2: (BST-NODE-REMOVE (3 (3) (4)) 3)
    +     2: returned (4)
    +   1: returned (2 (1 (1) (2)) (4))
    + 0: returned (2 (1 (1) (2)) (4))
    +(2 (1 (1) (2)) (4))
    +
    + +


    Exercise: A set can be implemented as a sorted list, +which is a list storing distinct members in ascending order. Implement +the sorted list abstraction. +
    + +

    Polynomials

    + +

    We demonstrate how one can perform symbolic computation using +LISP. To begin with, we define a new recursive data type for +polynomials, which is defined recursively as follows: +

      +
    • If num is a number, then + (make-constant num) is a polynomial; +
    • If sym is a symbol, then (make-variable sym) + is a polynomial; +
    • If poly1 and poly2 are polynomials, then + the following are also polynomials: +
        +
      • (make-sum poly1 poly2) +
      • (make-product poly1 poly2) +
      +
    • If poly is a polynomial and num is a number, + then (make-power poly num) is a polynomial. +
    +One can represent polynomials in the most standard way: +
    +;;
    +;; Constructors for polynomials
    +;;
    +
    +(defun make-constant (num)
    +  num)
    +
    +(defun make-variable (sym)
    +  sym)
    +
    +(defun make-sum (poly1 poly2)
    +  (list '+ poly1 poly2))
    +
    +(defun make-product (poly1 poly2)
    +  (list '* poly1 poly2))
    +
    +(defun make-power (poly num)
    +  (list '** poly num))
    +
    +For example, (make-power (make-sum (make-variable 'x) (make-constant 1)) 2) is represented by the LISP form (** (+ x 1) 2), which +denotes the polynomail (x + 1)2 in our usual +notation. + +

    We then define a recognizer for each constructor: +

    +;;
    +;; Recognizers for polynomials
    +;;
    +
    +(defun constant-p (poly)
    +  (numberp poly))
    +
    +(defun variable-p (poly)
    +  (symbolp poly))
    +
    +(defun sum-p (poly)
    +  (and (listp poly) (eq (first poly) '+)))
    +
    +(defun product-p (poly)
    +  (and (listp poly) (eq (first poly) '*)))
    +
    +(defun power-p (poly)
    +  (and (listp poly) (eq (first poly) '**)))
    +
    + +

    We then need to define selectors for the composite polynomials. +We define a selector for each component of each composite +constructor. +

    +;;
    +;; Selectors for polynomials
    +;;
    +
    +(defun constant-numeric (const)
    +  const)
    +
    +(defun variable-symbol (var)
    +  var)
    +
    +(defun sum-arg1 (sum)
    +  (second sum))
    +
    +(defun sum-arg2 (sum)
    +  (third sum))
    +
    +(defun product-arg1 (prod)
    +  (second prod))
    +
    +(defun product-arg2 (prod)
    +  (third prod))
    +
    +(defun power-base (pow)
    +  (second pow))
    +
    +(defun power-exponent (pow)
    +  (third pow))
    +
    +One may ask why we define so many trivial looking functions for +carrying out the same task (sum-arg1 and product-arg1 +have exactly the same implementation). The reason is that we +may end up changing the representation in the future, and there is +no guarantee that sums and products will be represented similarly +in the future. Also, programs written like this tends to be +self-commenting. + +

    Now that we have a completely defined polynomial data type, let us +do something interesting with it. Let us define a function that +carries out symbolic differentiation. In particular, we want a function +(d poly x) which returns the derivative +of polynomial poly with respect to variable x. +Let us review our first-year differential calculus: +

      +
    • The derivative (dC / dx) of a constant C + is zero. +
    • The derivative (dy/dx) of a variable y + is 1 if the x = y. Otherwise, we leave + the derivative unevaluated. We represent unevaluated + derivatives using the following functions +
      +;;
      +;; Unevaluated derivative
      +;;
      +
      +(defun make-derivative (poly x)
      +    (list 'd poly x))
      +
      +(defun derivative-p (poly x)
      +  (and (listp poly) (eq (first poly) 'd)))
      +
      +
    • The derivative (d(F+G)/dx) + of a sum (F+G) is (dF/dx) + (dG/dx). +
    • The derivative (d(F*G)/dx) of a product (F*G) + is F*(dG/dx) + G*(dF/dx). +
    • The derivative (d(FN)/dx) + of a power FN is + N * FN-1 * (dF/dx). +
    + +

    The above calculus can be encoded in LISP as follows: +

    +;;
    +;; Differentiation function
    +;;
    +
    +(defun d (poly x)
    +  (cond
    +   ((constant-p poly) 0)
    +   ((variable-p poly) 
    +    (if (equal poly x) 
    +	1 
    +      (make-derivative poly x)))
    +   ((sum-p poly) 
    +    (make-sum (d (sum-arg1 poly) x) 
    +	      (d (sum-arg2 poly) x)))
    +   ((product-p poly) 
    +    (make-sum (make-product (product-arg1 poly) 
    +			    (d (product-arg2 poly) x))
    +	      (make-product (product-arg2 poly) 
    +			    (d (product-arg1 poly) x))))
    +   ((power-p poly)
    +    (make-product (make-product (power-exponent poly)
    +				(make-power (power-base poly) 
    +					    (1- (power-exponent poly))))
    +		  (d (power-base poly) x)))))
    +
    + +

    Test driving the differentiation function we get: +

    +USER(11): (d '(+ x y) 'x)
    +(+ 1 (D Y X))
    +USER(12): (d '(* (+ x 1) (+ x 1)) 'x)
    +(+ (* (+ X 1) (+ 1 0)) (* (+ X 1) (+ 1 0)))
    +USER(13): (d '(** (+ x 1) 2) 'x)
    +(* (* 2 (** (+ X 1) 1)) (+ 1 0))
    +
    + +

    The result is correct but very clumsy. We would like to +simplify the result a bit using the following rewriting rules: +

      +
    • E + 0 = E +
    • 0 + E = E +
    • E * 0 = 0 +
    • 0 * E = 0 +
    • E * 1 = E +
    • 1 * E = E +
    • E0 = 1 +
    • E1 = E +
    + +

    This can be done by defining a simplification framework, in which +we can implement such rules: +

    +;;
    +;; Simplification function
    +;;
    +
    +(defun simplify (poly)
    +  "Simplify polynomial POLY."
    +  (cond
    +   ((constant-p poly) poly)
    +   ((variable-p poly) poly)
    +   ((sum-p poly)
    +    (let ((arg1 (simplify (sum-arg1 poly)))
    +	  (arg2 (simplify (sum-arg2 poly))))
    +      (make-simplified-sum arg1 arg2)))
    +   ((product-p poly)
    +    (let ((arg1 (simplify (product-arg1 poly)))
    +	  (arg2 (simplify (product-arg2 poly))))
    +      (make-simplified-product arg1 arg2)))
    +   ((power-p poly)
    +    (let ((base (simplify (power-base poly)))
    +	  (exponent (simplify (power-exponent poly))))
    +      (make-simplified-power base exponent)))
    +   ((derivative-p poly) poly)))
    +
    +The simplify function decomposes a composite polynomial into +its components, apply simplification recursively to the +components, and then invoke the type-specific simplification +rules (i.e. make-simplified-sum, make-simplified-product, +make-simplified-power) based on the type of the polynomial +being processed. + +

    The simplification rules are encoded in LISP as follows: +

    +(defun make-simplified-sum (arg1 arg2)
    +  "Given simplified polynomials ARG1 and ARG2, construct a simplified sum of ARG1 and ARG2."
    +  (cond
    +   ((and (constant-p arg1) (zerop arg1)) arg2)
    +   ((and (constant-p arg2) (zerop arg2)) arg1)
    +   (t                                    (make-sum arg1 arg2))))
    +
    +(defun make-simplified-product (arg1 arg2)
    +  "Given simplified polynomials ARG1 and ARG2, construct a simplified product of ARG1 and ARG2."
    +  (cond
    +   ((and (constant-p arg1) (zerop arg1)) (make-constant 0))
    +   ((and (constant-p arg2) (zerop arg2)) (make-constant 0))
    +   ((and (constant-p arg1) (= arg1 1))   arg2)
    +   ((and (constant-p arg2) (= arg2 1))   arg1)
    +   (t                                    (make-product arg1 arg2))))
    +
    +(defun make-simplified-power (base exponent)
    +  "Given simplified polynomials BASE and EXPONENT, construct a simplified power with base BASE and exponent EXPONENT."
    +  (cond
    +   ((and (constant-p exponent) (= exponent 1))   base)
    +   ((and (constant-p exponent) (zerop exponent)) (make-constant 1))
    +   (t                          (make-power base exponent))))
    +
    + +

    Let us see how all these pay off: +

    +USER(14): (simplify (d '(* (+ x 1) (+ x 1)) 'x))
    +(+ (+ X 1) (+ X 1))
    +USER(15): (simplify (d '(** (+ x 1) 2) 'x))
    +(* 2 (+ X 1))
    +
    +Comparing to the original results we saw before, this is a lot +more reasonable. + +


    Exercise: Extend the symbolic polynomial framework +in the following ways: +
      +
    • Define a new type of polynomial --- difference. + If poly1 and poly2 are polynomials, then + (make-difference poly1 poly2) + is also a polynomial. Implement the constructor, recognizer + and selectors for this type of polynomial. +
    • The derivative (d(F-G)/dx) of a difference (F-G) + is (dF/dx) - (dG/dx). Extend the differentiation function + to incorporate this. +
    • Implement the following simplification rule: +
        +
      • E - 0 = E +
      +
    +
    + +


    Exercise: Extend the symbolic polynomial framework +in the following ways: +
      +
    • Define a new type of polynomial --- negation. + If poly1 is a polynomial, then (make-negation + poly) is also a polynomial. Implement the + constructor, recognizer and selectors for this type of polynomial. +
    • The derivative (d(-F)/dx) of a negation -F + is -(dF/dx). Extend the differentiation function + to incorporate this. +
    • Implement the following simplification rules: +
        +
      • -0 = 0 +
      • -(-E) = E +
      +
    +
    + +


    Exercise: The simplification rules we have seen so +far share a common feature: the right hand sides do not involve +any new polynomial constructor. For example, -(-E) is +simply E. However, some of the most useful simplification +rules are those involving constructors on the right hand sides: +
      +
    • 0 - E = -E +
    • E1 + (-E2) = E1 - E2 +
    • (-E1) + E2 = E2 - E1 +
    • E1 - (-E2) = E1 + E2 +
    • E * (-1) = -E +
    • (-1) * E = -E +
    +Within the type-specific simplification functions, +if we naively apply the regular constructors to build the expressions +on the right hand sides, then we run into the risk of constructing +polynomials that are not fully simplified. For example, -x +and -1 are both fully simplified, but if we now construct their +product (-1) * (-x), the last simplification rule above +says that we can rewrite the product into -(-x), which needs +further simplification. One naive solution is to blindly apply full +simplification to the newly constructed polynomials, but this is +obviously an overkill. What then is an efficient and yet correct +implementation of the +above simplification rules? +
    + +


    Exercise: If all the components of a composite polynomial +are constants, then we can actually perform further simplification. +For example, (+ 1 1) should be simplified to 2. +Extend the simplification framework to incorporate this. +
    + +

    Tower of Hanoi

    + +

    The Tower of Hanoi problem is a classical toy problem in +Artificial Intelligence: There are N disks +D1, D2, ..., Dn, +of graduated sizes and three pegs 1, 2, and 3. Initially all the disks +are stacked on peg 1, with D1, the smallest, +on top and Dn, the largest, at the bottom. The +problem is to transfer the stack to peg 3 given that only one disk +can be moved at a time and that no disk may be placed on top of a +smaller one. [Pearl 1984] + +

    We call peg 1 the "from" peg, peg 3 the "to" peg. Peg 2 is +a actually a buffer to facilitate movement of disks, and we call +it an "auxiliary" peg. We can move N disks from the +"from" peg to the "to" peg using the following recursive scheme. +

      +
    1. Ignoring the largest disk at the "from" peg, treat the remaining disks + as a Tower of Hanoi problem with N-1 disks. Recursively + move the top N-1 disks from the "from" peg to the + "auxiliary" peg, using the "to" peg as a buffer. +
    2. Now that the N-1 smaller disks are in the "auxiliary" peg, + we move the largest disk to the "to" peg. +
    3. Ignoring the largest disk again, treat the remaining disks + as a Tower of Hanoi problem with N-1 disks. + Recursively move the N-1 disks from the "auxiliary" + peg to the "to" peg, using the "from" peg as a buffer. +
    + +

    To code this solution in LISP, we need to define some data structure. +First, we represent a disk by a number, so that Di +is represented by i. +Second, we represent a stack of disks by a tower, which is +nothing but a list of numbers, with the first element representing +the top disk. We define the usual constructors and selectors for +the tower data type. +

    +;;
    +;; A tower is a list of numbers
    +;;
    +
    +(defun make-empty-tower ()
    +  "Create tower with no disk."
    +  nil)
    +
    +(defun tower-push (tower disk)
    +  "Create tower by stacking DISK on top of TOWER."
    +  (cons disk tower))
    +
    +(defun tower-top (tower)
    +  "Get the top disk of TOWER."
    +  (first tower))
    +
    +(defun tower-pop (tower)
    +  "Remove the top disk of TOWER."
    +  (rest tower))
    +
    + +

    Third, we define the hanoi data type to represent +a Tower of Hanoi configuration. In particular, a hanoi configuration +is a list of three towers. The elementary constructors and selectors +are given below: +

    +;;
    +;; Hanoi configuration
    +;;
    +
    +(defun make-hanoi (from-tower aux-tower to-tower)
    +  "Create a Hanoi configuration from three towers."
    +  (list from-tower aux-tower to-tower))
    +
    +(defun hanoi-tower (hanoi i)
    +  "Select the I'th tower of a Hanoi construction."
    +  (nth (1- i) hanoi))
    +
    +

    Working with towers within a Hanoi configuration is tedious. +We therefore define some shortcut to capture recurring operations: +

    +;;
    +;; Utilities
    +;;
    +
    +(defun hanoi-tower-update (hanoi i tower)
    +  "Replace the I'th tower in the HANOI configuration by tower TOWER."
    +  (cond
    +   ((= i 1) (make-hanoi tower (second hanoi) (third hanoi)))
    +   ((= i 2) (make-hanoi (first hanoi) tower (third hanoi)))
    +   ((= i 3) (make-hanoi (first hanoi) (second hanoi) tower))))
    +
    +(defun hanoi-tower-top (hanoi i)
    +  "Return the top disk of the I'th tower in the HANOI configuration."
    +  (tower-top (hanoi-tower hanoi i)))
    +
    +(defun hanoi-tower-pop (hanoi i)
    +  "Pop the top disk of the I'th tower in the HANOI configuration."
    +  (hanoi-tower-update hanoi i (tower-pop (hanoi-tower hanoi i))))
    +
    +(defun hanoi-tower-push (hanoi i disk)
    +  "Push DISK into the I'th tower of the HANOI configuration."
    +  (hanoi-tower-update hanoi i (tower-push (hanoi-tower hanoi i) disk)))
    +
    + +

    The fundamental operator we can perform on a Hanoi configuration +is to move a top disk from one peg to another: +

    +;;
    +;; Operator: move top disk from one tower to another
    +;;
    +
    +(defun move-disk (from to hanoi)
    +  "Move the top disk from peg FROM to peg TO in configuration HANOI."
    +  (let
    +      ((disk               (hanoi-tower-top hanoi from))
    +       (intermediate-hanoi (hanoi-tower-pop hanoi from)))
    +    (hanoi-tower-push intermediate-hanoi to disk)))
    +
    + +

    We are now ready to capture the logic of our recursive solution +into the following code: +

    +;;
    +;; Subgoal: moving a tower from one peg to another
    +;;
    +
    +(defun move-tower (N from aux to hanoi)
    +  "In the HANOI configuration, move the top N disks from peg FROM to peg TO using peg AUX as an auxiliary peg."
    +  (if (= N 1)
    +      (move-disk from to hanoi)
    +    (move-tower (- N 1) aux from to 
    +		(move-disk from to
    +			   (move-tower (- N 1) from to aux hanoi)))))
    +
    + +

    We use the driver function solve-hanoi to start up the recursion: +

    +;;
    +;; Driver function
    +;;
    +
    +(defun solve-hanoi (N)
    +  "Solve the Tower of Hanoi problem."
    +  (move-tower N 1 2 3 (make-hanoi (make-complete-tower N) nil nil)))
    +
    +(defun make-complete-tower (N)
    +  "Create a tower of N disks."
    +  (make-complete-tower-aux N (make-empty-tower)))
    +
    +(defun make-complete-tower-aux (N A)
    +  "Push a complete tower of N disks on top of tower A."
    +  (if (zerop N)
    +      A
    +    (make-complete-tower-aux (1- N) (tower-push A N))))
    +
    + +

    To solve a Tower of Hanoi problem with 3 disks, we call +(solve-hanoi 3): +

    +USER(50): (solve-hanoi 3)
    +(NIL NIL (1 2 3))
    +
    +All we get back is the final configuration, which is not as +interesting as knowing the sequence of moves taken by the +algorithm. So we trace usage of the move-disk +operator: +
    +USER(51): (trace move-disk)
    +(MOVE-DISK)
    +USER(52): (solve-hanoi 3)
    + 0: (MOVE-DISK 1 3 ((1 2 3) NIL NIL))
    + 0: returned ((2 3) NIL (1))
    + 0: (MOVE-DISK 1 2 ((2 3) NIL (1)))
    + 0: returned ((3) (2) (1))
    + 0: (MOVE-DISK 3 2 ((3) (2) (1)))
    + 0: returned ((3) (1 2) NIL)
    + 0: (MOVE-DISK 1 3 ((3) (1 2) NIL))
    + 0: returned (NIL (1 2) (3))
    + 0: (MOVE-DISK 2 1 (NIL (1 2) (3)))
    + 0: returned ((1) (2) (3))
    + 0: (MOVE-DISK 2 3 ((1) (2) (3)))
    + 0: returned ((1) NIL (2 3))
    + 0: (MOVE-DISK 1 3 ((1) NIL (2 3)))
    + 0: returned (NIL NIL (1 2 3))
    +(NIL NIL (1 2 3))
    +
    +From the trace we can actually read off the sequence of +operator applications necessary for one to achieve the solution +configuration. +This is good, but not good enough. We want to know why each move is +being taken. So we trace also the high-level subgoals: +
    +USER(53): (trace move-tower)
    +(MOVE-TOWER)
    +USER(54): (solve-hanoi 3)
    + 0: (MOVE-TOWER 3 1 2 3 ((1 2 3) NIL NIL))
    +   1: (MOVE-TOWER 2 1 3 2 ((1 2 3) NIL NIL))
    +     2: (MOVE-TOWER 1 1 2 3 ((1 2 3) NIL NIL))
    +       3: (MOVE-DISK 1 3 ((1 2 3) NIL NIL))
    +       3: returned ((2 3) NIL (1))
    +     2: returned ((2 3) NIL (1))
    +     2: (MOVE-DISK 1 2 ((2 3) NIL (1)))
    +     2: returned ((3) (2) (1))
    +     2: (MOVE-TOWER 1 3 1 2 ((3) (2) (1)))
    +       3: (MOVE-DISK 3 2 ((3) (2) (1)))
    +       3: returned ((3) (1 2) NIL)
    +     2: returned ((3) (1 2) NIL)
    +   1: returned ((3) (1 2) NIL)
    +   1: (MOVE-DISK 1 3 ((3) (1 2) NIL))
    +   1: returned (NIL (1 2) (3))
    +   1: (MOVE-TOWER 2 2 1 3 (NIL (1 2) (3)))
    +     2: (MOVE-TOWER 1 2 3 1 (NIL (1 2) (3)))
    +       3: (MOVE-DISK 2 1 (NIL (1 2) (3)))
    +       3: returned ((1) (2) (3))
    +     2: returned ((1) (2) (3))
    +     2: (MOVE-DISK 2 3 ((1) (2) (3)))
    +     2: returned ((1) NIL (2 3))
    +     2: (MOVE-TOWER 1 1 2 3 ((1) NIL (2 3)))
    +       3: (MOVE-DISK 1 3 ((1) NIL (2 3)))
    +       3: returned (NIL NIL (1 2 3))
    +     2: returned (NIL NIL (1 2 3))
    +   1: returned (NIL NIL (1 2 3))
    + 0: returned (NIL NIL (1 2 3))
    +(NIL NIL (1 2 3))
    +
    +The trace gives us information as to what subgoals each operator +application is trying to establish. For example, the top level +subgoals are the following: +
    + 0: (MOVE-TOWER 3 1 2 3 ((1 2 3) NIL NIL))
    +   1: (MOVE-TOWER 2 1 3 2 ((1 2 3) NIL NIL))
    +     ...
    +   1: returned ((3) (1 2) NIL)
    +   1: (MOVE-DISK 1 3 ((3) (1 2) NIL))
    +   1: returned (NIL (1 2) (3))
    +   1: (MOVE-TOWER 2 2 1 3 (NIL (1 2) (3)))
    +     ...
    +   1: returned (NIL NIL (1 2 3))
    + 0: returned (NIL NIL (1 2 3))
    +
    +They translate directly to the following: In order to move a tower +of 3 disks from peg 1 to peg 3 using peg 2 as a buffer +(i.e. (MOVE-TOWER 3 1 2 3 ((1 2 3) NIL NIL))) +we do the following: +
      +
    1. + "1: (MOVE-TOWER 2 1 3 2 ((1 2 3) NIL NIL))"
      + Move a tower of 2 disks from peg 1 to peg 2 using peg 3 as a buffer. + The result of the move is the following:
      + "1: returned ((3) (1 2) NIL)" +
    2. + "1: (MOVE-DISK 1 3 ((3) (1 2) NIL))"
      + Move a top disk from peg 1 to peg 3. The result of this move is:
      + "1: returned (NIL (1 2) (3))"
      +
    3. "1: (MOVE-TOWER 2 2 1 3 (NIL (1 2) (3)))"
      + Move a tower of 2 disks from peg 2 to peg 3 using peg 1 as a buffer, + yielding the following configuration:
      + "1: returned (NIL NIL (1 2 3))"
      +
    + + + + diff --git a/Programming/Lisp/Lisp Mess/Tutorial 4 - Imperative Programming In Lisp.html b/Programming/Lisp/Lisp Mess/Tutorial 4 - Imperative Programming In Lisp.html new file mode 100644 index 0000000000000000000000000000000000000000..858f2a57f34e18094f2cad267fbf3a6d46332898 --- /dev/null +++ b/Programming/Lisp/Lisp Mess/Tutorial 4 - Imperative Programming In Lisp.html @@ -0,0 +1,489 @@ + + +LISP Tutorial Lecture 4: Imperative Programming + + +

    LISP Tutorial Lecture 4: Imperative Programming

    + + +

    Imperative vs Functional Programming + +

    The fragment of LISP we have learned so far is purely functional. +We program by defining mathematical functions. Programming this way +has the benefit of referential transparency, which means that +an experession has the same value and the same behavior, no matter +where it is located, and how many times it is invoked. For example, +the following function always returns 4 when an input 2 is supplied: +

    +(defun double (x) (* 2 x))
    +
    +Such programs are easy to develop and debug. The only effect of calling +a function is the returned value. Functions become a lot harder to +understand and debug when we allow them to produce side effects, that +is, affecting subsequent computation in ways other than returning a value. +This style of programming, in which side effect is not only permissible +but is also the primary means by which we program, is +called imperative programming. This is not something new, but +is in fact the very kind of programming habits that you have acquired since +you learned your first programming language (e.g. C/C++, Pascal, Java). +Because of this, we intentionally leave the topic of imperative programming to +the end of this series of tutorials. We do so since you already know so +much about imperative programming, and since, in my taste, teaching it +before teaching functional programming would only reinforce some of +the bad habits programmers usually have, and thereby luring you to +write C code with LISP, which, of course, make it harder to finish +your assignment on time. + +

    Variables

    + +

    Imperative programming is made possible by the notion of + program state. The behavior of an expression depends + on the exact state a program is in. In turn, the state of + a program is defined by, guess what, variables. + +

    Suppose we want to create a global counter to keep track of the +times some computational events occur. +Common LISP allows us to define global variables as follows. +

    +USER(7): (defparameter *counter* 0 "Counter to keep track of ....")
    +*COUNTER*
    +USER(8): (setf *counter* (1+ *counter*))
    +1
    +USER(9): *counter*
    +1
    +USER(10): (setf *counter* (1+ *counter*))
    +2
    +USER(11): *counter*
    +200
    +
    +We use the defparameter special form to define +a global variable *counter*, with zero as its +initial value. We also decorate the declaration by a +documentation string. We then use the setf +special form to assign new values to the variable. +The setf special form returns the new value of +the variable. +Lastly, evaluating the variable gives its current value. +Notice that *counter* is evaluated to two different values +at different point of time. This is something you will never see if +you work with purely functional programs. + +

    Suppose we actually want this counter to reset to zero when it +reaches a user defined threshold. We would encapsulate this +service into the following definitions: +

    +(defparameter *counter* 0 
    +  "Counter to keep track of ....")
    +
    +(defparameter *threshold* 4
    +  "Counter will be reset to zero when its value reaches this threshold.")
    +
    +(defun counter-inc ()
    +  "Increment global counter by one."
    +  (if (>= (1+ *counter*) *threshold*)
    +      (setf *counter* 0)
    +    (setf *counter* (1+ *counter*))))
    +
    +(defun counter-value ()
    +  "Return current value of global counter."
    +  *counter*)
    +
    +(defun counter-threshold ()
    +  "Return current threshold of global counter."
    +  *threshold*)
    +
    +
    +USER(24): (counter-value)
    +0
    +USER(25): (counter-inc)
    +1
    +USER(26): (counter-inc)
    +2
    +USER(27): (counter-inc)
    +3
    +USER(28): (counter-threshold)
    +4
    +USER(29): (counter-inc)
    +0
    +
    + + +

    The function counter-inc can also be defined as follows: +

    +(defun counter-inc ()
    +  "Increment global counter by one."
    +  (if (>= (1+ *counter*) *threshold*)
    +      (setf *counter* 0)
    +    (incf *counter*)))
    +
    + +

    Sequencing

    + +

    With the possibility of state alteration, we also need a new kind +of programming construct --- sequencing. This allows us to +perform multiple state-alterating operations, one after another. +For example, we might want to introduce another function to our global +counter abstraction: a function to modify the value of *threshold* +on the fly: +

    +(defun counter-set-threshold (th)
    +  "Set counter threshold to TH."
    +  (setf *threshold* th)
    +  (if (>= *counter* *threshold*)
    +      (setf *counter* 0))
    +  *threshold*)
    +
    +The function sets the global value of *threshold* to a new value, +and then checks if the current counter value has exceeded the new threshold. +If the check succeeds, then the counter is reset to zero. Lastly, the +function evaluates and returns the last expression, which is simply the +new value of *threshold*. Notice that +in this example the body of a function is no longer one expression, but +a sequence of expressions. They are evaluated in order, and the value +of the last expression is returned as a value of the sequence. +The effect is demonstrated as in the following trace: +
    +USER(2): (counter-value)
    +0
    +USER(3): (counter-inc)
    +1
    +USER(4): (counter-inc)
    +2
    +USER(5): (counter-inc)
    +3
    +USER(6): (counter-inc)
    +0
    +USER(7): (counter-inc)
    +1
    +USER(8): (counter-inc)
    +2
    +USER(9): (counter-set-threshold 2)
    +0
    +USER(10): (counter-value)
    +0
    +
    + +

    In fact, forms like let, let*, when and +unless all admit sequences as their bodies. The cond +form allows sequencing in the body of each alternative. The exception +is if, due to its syntax. However, you can always get around +by introducing a let form in the alternatives or by using +other conditional forms. + +

    Before we move on, notice that we can rewrite the counter-inc +function as follows: +

    +(defun counter-inc ()
    +  "Increment global counter by one."
    +  (if (>= (1+ *counter*) *threshold*)
    +      (setf *counter* 0)
    +    (incf *counter*)))
    +
    +The (incf x) form is simply a shorthand for (setf x (+ x 1)). +In general, the following are useful shorthands when developing imperative +programs: +

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    ShorthandMeaning
    (incf x delta)(setf x (+ x delta))
    (incf x)(incf x 1)
    (decf x delta)(setf x (- x delta))
    (decf x)(decf x 1)
    (push e x)(setf x (cons e x))
    (pop x)(let ((e (first x))) (setf x (rest x)) e)
    + +


    Exercise: Create a global stack abstraction, with +interface functions for performing pushing and poping. +
    + +

    Closures

    + +

    The above method for defining an abstraction is not good enough. +For one, the global variables are not encapsulated. There is +nothing to forbid a careless user to change the value of *counter* +in ways violating the invariants of the counter abstraction. +To enforce this, we make use of local variables and closures. + +

    As one would expect, the names introduced by a let form turns +out not to be a name binding to some immutable values. The names refer +to local variables. Such variables follow typical lexical scoping +rules, so that LISP always looks up the innermost variable definition +when a variable name is to be evaluated. + +

    What is more interesting is that, due to the ability to return +functions as values, the local variable has a life span longer than +the expression defining it. Consider the following example: +

    +USER(20): (setf inc (let ((counter 0)) 
    +                      #'(lambda () 
    +                          (incf counter))))
    +#
    +USER(21): (funcall inc)
    +1
    +USER(22): (funcall inc)
    +2
    +USER(23): (funcall inc)
    +3
    +
    +We assign a value to the global variable inc. That value +is obtained by first +defining local variable counter using let, +and then within the lexical scope of the local variable, +a lambda expression is evaluated, +thereby creating an annonymous function, which is returned as a value +to be assigned to inc. The most interesting part +is in the body of that lambda expression --- it increments +the value of the local variable counter! When the lambda +expression is returned, the local variable persists, and is accessible +only through the annonymous function. + +

    The thing to remember from this example is that, in other kinds +of languages like Pascal and C/C++ the lexical scope of a local +variable somehow coincide with its life span. After executation +passes beyond the boundary of a lexical scope, all the local +variables defined within it cease to exist. This is not true +in languages supporting higher-order functions, in particular, +expressions that return functions as values. +However, that is not to say that lexical scoping does not +hold in such languages. In the contrary, lexical scoping is +enforced strictly, and therefore the only place from which +you can alter the value of counter is, as every +true believer of lexical scoping would agree, within the lexical +scope of the variable --- the lambda expression. As a result, +the counter state is effectively encapsulated. The only +way to modify it is by going through the annonymous function stored +in inc. The technical term to refer to this thing +that is stored in inc, this thing that at the same time +captures both the definition of a function and the variables +referenced within the function body is called a function closure. + +

    What if we want to define multiple interface functions for +the encapsulated counter? Simple, just return all of them: +

    +USER(34): (setf list-of-funcs (let ((counter 0))
    +                                (list #'(lambda ()
    +                                          (incf counter))
    +                                      #'(lambda ()
    +                                          (setf counter 0)))))
    +(#
    + #)
    +USER(35): (setf inc (first list-of-funcs))
    +#
    +USER(36): (setf reset (second list-of-funcs))
    +#
    +USER(37): (funcall inc)
    +1
    +USER(38): (funcall inc)
    +2
    +USER(39): (funcall inc)
    +3
    +USER(40): (funcall reset)
    +0
    +USER(41): (funcall inc)
    +1
    +
    + +


    Exercise: Define an encapsulated global stack. +
    + +

    Poor-Man's Object

    + +

    Having only one instance of this encapsulated counter abstraction +is not good enough. Imagine cases when we need multiple instances +of such counters, each having its own state. Well, the answer +is simple, we just evaluate the function-returning let +form everytime we need a new instance of counter. Since, a new +local variable will be created everytime we evaluate the let +form, the function closure that is returned each time will be +associated with a different incarnation of the local variable counter. +To automate this process, of course we define a constructor +for such closures: +

    +(defun make-counter ()
    +  "Create a new instance of a counter object."
    +  (let ((counter 0))
    +    (list #'(lambda ()
    +	      (incf counter))
    +	  #'(lambda ()
    +	      (setf counter 0)))))
    +
    +Notice how this allows us to maintain independently encapsulated states: +
    +USER(44): (setf c1 (make-counter))
    +(#
    + #)
    +USER(44): (setf c2 (make-counter))
    +(#
    + #)
    +USER(45): (funcall (first c1))
    +1
    +USER(46): (funcall (first c1))
    +2
    +USER(47): (funcall (second c1))
    +0
    +USER(48): (funcall (first c2))
    +1
    +USER(49): (funcall (first c2))
    +2
    +USER(50): (funcall (first c2))
    +3
    +USER(51): (funcall (first c1))
    +1
    +USER(52): (funcall (first c1))
    +2
    +USER(53): (funcall (second c2))
    +0
    +USER(54): (funcall (first c1))
    +3
    +
    + +

    To make invoking counter interface functions easier, we can +define the following shorthands: +

    +(defun counter-increment (counter)
    +  "Increment counter."
    +  (funcall (first counter)))
    +
    +(defun counter-reset (counter)
    +  "Reset counter."
    +  (funcall (second counter)))
    +
    +And now we have an all-rounded counter abstraction. +
    +USER(56): (counter-increment c1)
    +4
    +USER(57): (counter-reset c1)
    +0
    +
    + +

    The moral of this store is that, function closures are encapsulated +states. They are a poor-man's version of objects, which, after all, +are nothing but encapsulated states. (Yes, I am aware that Common LISP +has a Common LISP Object System (CLOS), and there is no point of +using closures in this manner if all we want is simply object orientation. +But No, I want you to understand what higher-order functions buy +you, and how they serve as a building block for other advanced +programming language constructs. Lastly, I don't want you to spend +time struggling to learn yet another object system.) + +


    Exercise: Implement a constructor for your encapsulated +stack abstraction. Define appropriate shorthands for +convenient invocation of interface functions. +
    + +

    Iterative Constructs

    + +

    To round off this tutorial, we discuss something that you +know so much about --- iterations. We start with something +very simple: +

    +USER(1): (dotimes (i 10) (print i))
    +
    +0 
    +1 
    +2 
    +3 
    +4 
    +5 
    +6 
    +7 
    +8 
    +9 
    +NIL
    +
    +The (dotimes (i n) + body) form executes body N times. +In addition, it defines a local variable i, which receives +an integer value ranging from 0 to n-1. +The body of the form could be a sequence of expressions. The form +returns NIL. The (print x) form prints +the LISP object x to the console. + +

    A similar construct is defined for iterating through a list: +

    +USER(2): (dolist (i '(a b c d e)) (print i))
    +
    +A 
    +B 
    +C 
    +D 
    +E 
    +NIL
    +
    + +

    The most general looping construct is the do form: +

    +(defun fibonacci (n)
    +  "Compute the N'th Fibonacci number."
    +  (do ((f1 0 f2)
    +       (f2 1 (+ f1 f2))
    +       (i  0 (1+ i)))
    +      ((= i n) f2)
    +      ; empty body
    +      ))
    +
    +The first list following the do keyword is a list of +local variables and their initializations and update forms. +Each member of this list has the format (var +init-form update-form). +Within this loop are defined three local variables f1, +f2 and i. The three initialization forms +0, 1 and 0 are evaluated first, and then assigned to the +three locals simultaneously. In each subsequent iteration, +the three update forms f2, (+ f1 f2) and +(1+ i) will be evaluated first, and then the values +are assigned to the three local variables simultaneously. +The second list following the do keyword +(i.e. ((= i n) f2)) has the general format of +(exit-condition return-form). +The exit condition (= i n) is checked after +the initialization is done, or after the update is performed +in subsequent iterations. If the test succeeds, then the +return form is evaluated, and its value is returned. Otherwise, +the body of the do form, which in this case is empty, +will be executed with the updated value of the local variables. + +

    Indefinite looping can be achieved using the (loop body) +form. One may exit from such loop using the return-from form: +

    +(defun fib (n)
    +  "Compute the N'th Fibonacci number."
    +  (let ((f1 0)
    +	(f2 1)
    +	(i  0))
    +    (loop
    +     (if (= i n)
    +	 (return-from fib f2))
    +     ; empty body
    +     (psetf f1 f2
    +	    f2 (+ f1 f2)
    +	    i  (1+ i)))))
    +
    +The fib function has the same meaning as the fibonacci +function coded in terms of do. The psetf is a +variation of setf that implements "parallel" assignment. + + + + \ No newline at end of file diff --git a/Programming/Lisp/On LISP Advanced Techniques for Common LISP - Paul Graham.pdf b/Programming/Lisp/On LISP Advanced Techniques for Common LISP - Paul Graham.pdf new file mode 100644 index 0000000000000000000000000000000000000000..be27e0b356ef322124e6afcb3c9e475e65ea137c --- /dev/null +++ b/Programming/Lisp/On LISP Advanced Techniques for Common LISP - Paul Graham.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e382effbae6e4522f1267bd54c699eca5a2042965c5d44629b8467ccdf28e147 +size 1112310 diff --git a/Programming/Lisp/Practical Common Lisp - Peter Seibel.chm b/Programming/Lisp/Practical Common Lisp - Peter Seibel.chm new file mode 100644 index 0000000000000000000000000000000000000000..4d9b1595c5a237af9a1e048f077a9ef342a194b6 --- /dev/null +++ b/Programming/Lisp/Practical Common Lisp - Peter Seibel.chm @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e24ff34830ebcbabdf2ac9253d963bafd1c6c4398e7e2d474bb16f6907b8dd04 +size 2198847 diff --git a/Programming/Lisp/Programming Languages - 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0 R +/A 1289 0 R +/Parent 1287 0 R +/Next 1295 0 R +>> endobj +1287 0 obj << +/Title 1288 0 R +/A 1285 0 R +/Parent 2922 0 R +/Prev 1155 0 R +/Next 1315 0 R +/First 1291 0 R +/Last 1303 0 R +/Count -4 +>> endobj +1283 0 obj << +/Title 1284 0 R +/A 1281 0 R +/Parent 1259 0 R +/Prev 1279 0 R +>> endobj +1279 0 obj << +/Title 1280 0 R +/A 1277 0 R +/Parent 1259 0 R +/Prev 1275 0 R +/Next 1283 0 R +>> endobj +1275 0 obj << +/Title 1276 0 R +/A 1273 0 R +/Parent 1259 0 R +/Prev 1271 0 R +/Next 1279 0 R +>> endobj +1271 0 obj << +/Title 1272 0 R +/A 1269 0 R +/Parent 1259 0 R +/Prev 1267 0 R +/Next 1275 0 R +>> endobj +1267 0 obj << +/Title 1268 0 R +/A 1265 0 R +/Parent 1259 0 R +/Prev 1263 0 R +/Next 1271 0 R +>> endobj +1263 0 obj << +/Title 1264 0 R +/A 1261 0 R +/Parent 1259 0 R +/Next 1267 0 R +>> endobj +1259 0 obj << +/Title 1260 0 R +/A 1257 0 R +/Parent 1155 0 R +/Prev 1231 0 R +/First 1263 0 R +/Last 1283 0 R +/Count -6 +>> endobj +1255 0 obj << +/Title 1256 0 R +/A 1253 0 R 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1180 0 R +/A 1177 0 R +/Parent 1171 0 R +/Prev 1175 0 R +/Next 1183 0 R +>> endobj +1175 0 obj << +/Title 1176 0 R +/A 1173 0 R +/Parent 1171 0 R +/Next 1179 0 R +>> endobj +1171 0 obj << +/Title 1172 0 R +/A 1169 0 R +/Parent 1155 0 R +/Prev 1167 0 R +/Next 1215 0 R +/First 1175 0 R +/Last 1211 0 R +/Count -10 +>> endobj +1167 0 obj << +/Title 1168 0 R +/A 1165 0 R +/Parent 1155 0 R +/Prev 1163 0 R +/Next 1171 0 R +>> endobj +1163 0 obj << +/Title 1164 0 R +/A 1161 0 R +/Parent 1155 0 R +/Prev 1159 0 R +/Next 1167 0 R +>> endobj +1159 0 obj << +/Title 1160 0 R +/A 1157 0 R +/Parent 1155 0 R +/Next 1163 0 R +>> endobj +1155 0 obj << +/Title 1156 0 R +/A 1153 0 R +/Parent 2922 0 R +/Prev 1131 0 R +/Next 1287 0 R +/First 1159 0 R +/Last 1259 0 R +/Count -8 +>> endobj +1151 0 obj << +/Title 1152 0 R +/A 1149 0 R +/Parent 1131 0 R +/Prev 1147 0 R +>> endobj +1147 0 obj << +/Title 1148 0 R +/A 1145 0 R +/Parent 1131 0 R +/Prev 1143 0 R +/Next 1151 0 R +>> endobj +1143 0 obj << +/Title 1144 0 R +/A 1141 0 R +/Parent 1131 0 R +/Prev 1139 0 R +/Next 1147 0 R +>> endobj +1139 0 obj << +/Title 1140 0 R +/A 1137 0 R +/Parent 1131 0 R +/Prev 1135 0 R +/Next 1143 0 R +>> endobj +1135 0 obj << +/Title 1136 0 R +/A 1133 0 R +/Parent 1131 0 R +/Next 1139 0 R +>> endobj +1131 0 obj << +/Title 1132 0 R +/A 1129 0 R +/Parent 2922 0 R +/Prev 1127 0 R +/Next 1155 0 R +/First 1135 0 R +/Last 1151 0 R +/Count -5 +>> endobj +1127 0 obj << +/Title 1128 0 R +/A 1125 0 R +/Parent 2922 0 R +/Prev 1115 0 R +/Next 1131 0 R +>> endobj +1123 0 obj << +/Title 1124 0 R +/A 1121 0 R +/Parent 1115 0 R +/Prev 1119 0 R +>> endobj +1119 0 obj << +/Title 1120 0 R +/A 1117 0 R +/Parent 1115 0 R +/Next 1123 0 R +>> endobj +1115 0 obj << +/Title 1116 0 R +/A 1113 0 R +/Parent 2922 0 R +/Prev 1091 0 R +/Next 1127 0 R +/First 1119 0 R +/Last 1123 0 R +/Count -2 +>> endobj +1111 0 obj << +/Title 1112 0 R +/A 1109 0 R +/Parent 1091 0 R +/Prev 1107 0 R +>> endobj +1107 0 obj << +/Title 1108 0 R +/A 1105 0 R 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+/Next 1075 0 R +>> endobj +1067 0 obj << +/Title 1068 0 R +/A 1065 0 R +/Parent 1063 0 R +/Next 1071 0 R +>> endobj +1063 0 obj << +/Title 1064 0 R +/A 1061 0 R +/Parent 2922 0 R +/Prev 1039 0 R +/Next 1091 0 R +/First 1067 0 R +/Last 1087 0 R +/Count -6 +>> endobj +1059 0 obj << +/Title 1060 0 R +/A 1057 0 R +/Parent 1039 0 R +/Prev 1055 0 R +>> endobj +1055 0 obj << +/Title 1056 0 R +/A 1053 0 R +/Parent 1039 0 R +/Prev 1051 0 R +/Next 1059 0 R +>> endobj +1051 0 obj << +/Title 1052 0 R +/A 1049 0 R +/Parent 1039 0 R +/Prev 1047 0 R +/Next 1055 0 R +>> endobj +1047 0 obj << +/Title 1048 0 R +/A 1045 0 R +/Parent 1039 0 R +/Prev 1043 0 R +/Next 1051 0 R +>> endobj +1043 0 obj << +/Title 1044 0 R +/A 1041 0 R +/Parent 1039 0 R +/Next 1047 0 R +>> endobj +1039 0 obj << +/Title 1040 0 R +/A 1037 0 R +/Parent 2922 0 R +/Prev 923 0 R +/Next 1063 0 R +/First 1043 0 R +/Last 1059 0 R +/Count -5 +>> endobj +1035 0 obj << +/Title 1036 0 R +/A 1033 0 R +/Parent 1015 0 R +/Prev 1031 0 R +>> endobj +1031 0 obj << +/Title 1032 0 R +/A 1029 0 R +/Parent 1015 0 R +/Prev 1019 0 R +/Next 1035 0 R +>> endobj +1027 0 obj << +/Title 1028 0 R +/A 1025 0 R +/Parent 1019 0 R +/Prev 1023 0 R +>> endobj +1023 0 obj << +/Title 1024 0 R +/A 1021 0 R +/Parent 1019 0 R +/Next 1027 0 R +>> endobj +1019 0 obj << +/Title 1020 0 R +/A 1017 0 R +/Parent 1015 0 R +/Next 1031 0 R +/First 1023 0 R +/Last 1027 0 R +/Count -2 +>> endobj +1015 0 obj << +/Title 1016 0 R +/A 1013 0 R +/Parent 923 0 R +/Prev 1007 0 R +/First 1019 0 R +/Last 1035 0 R +/Count -3 +>> endobj +1011 0 obj << +/Title 1012 0 R +/A 1009 0 R +/Parent 1007 0 R +>> endobj +1007 0 obj << +/Title 1008 0 R +/A 1005 0 R +/Parent 923 0 R +/Prev 1003 0 R +/Next 1015 0 R +/First 1011 0 R +/Last 1011 0 R +/Count -1 +>> endobj +1003 0 obj << +/Title 1004 0 R +/A 1001 0 R +/Parent 923 0 R +/Prev 999 0 R +/Next 1007 0 R +>> endobj +999 0 obj << +/Title 1000 0 R +/A 997 0 R +/Parent 923 0 R +/Prev 995 0 R +/Next 1003 0 R +>> endobj +995 0 obj << +/Title 996 0 R +/A 993 0 R +/Parent 923 0 R +/Prev 983 0 R +/Next 999 0 R +>> endobj +991 0 obj << +/Title 992 0 R +/A 989 0 R +/Parent 983 0 R +/Prev 987 0 R +>> endobj +987 0 obj << +/Title 988 0 R +/A 985 0 R +/Parent 983 0 R +/Next 991 0 R +>> endobj +983 0 obj << +/Title 984 0 R +/A 981 0 R +/Parent 923 0 R +/Prev 927 0 R +/Next 995 0 R +/First 987 0 R +/Last 991 0 R +/Count -2 +>> endobj +979 0 obj << +/Title 980 0 R +/A 977 0 R +/Parent 927 0 R +/Prev 975 0 R +>> endobj +975 0 obj << +/Title 976 0 R +/A 973 0 R +/Parent 927 0 R +/Prev 971 0 R +/Next 979 0 R +>> endobj +971 0 obj << +/Title 972 0 R +/A 969 0 R +/Parent 927 0 R +/Prev 967 0 R +/Next 975 0 R +>> endobj +967 0 obj << +/Title 968 0 R +/A 965 0 R +/Parent 927 0 R +/Prev 963 0 R +/Next 971 0 R +>> endobj +963 0 obj << +/Title 964 0 R +/A 961 0 R +/Parent 927 0 R +/Prev 959 0 R +/Next 967 0 R +>> endobj +959 0 obj << +/Title 960 0 R +/A 957 0 R +/Parent 927 0 R +/Prev 955 0 R +/Next 963 0 R +>> endobj +955 0 obj << +/Title 956 0 R +/A 953 0 R +/Parent 927 0 R +/Prev 951 0 R +/Next 959 0 R +>> endobj +951 0 obj << +/Title 952 0 R +/A 949 0 R +/Parent 927 0 R +/Prev 947 0 R +/Next 955 0 R +>> endobj +947 0 obj << +/Title 948 0 R +/A 945 0 R +/Parent 927 0 R +/Prev 943 0 R +/Next 951 0 R +>> endobj +943 0 obj << +/Title 944 0 R +/A 941 0 R +/Parent 927 0 R +/Prev 939 0 R +/Next 947 0 R +>> endobj +939 0 obj << +/Title 940 0 R +/A 937 0 R +/Parent 927 0 R +/Prev 935 0 R +/Next 943 0 R +>> endobj +935 0 obj << +/Title 936 0 R +/A 933 0 R +/Parent 927 0 R +/Prev 931 0 R +/Next 939 0 R +>> endobj +931 0 obj << +/Title 932 0 R +/A 929 0 R +/Parent 927 0 R +/Next 935 0 R +>> endobj +927 0 obj << +/Title 928 0 R +/A 925 0 R +/Parent 923 0 R +/Next 983 0 R +/First 931 0 R +/Last 979 0 R +/Count -13 +>> endobj +923 0 obj << +/Title 924 0 R +/A 921 0 R +/Parent 2922 0 R +/Prev 903 0 R +/Next 1039 0 R +/First 927 0 R +/Last 1015 0 R +/Count -7 +>> endobj +919 0 obj << +/Title 920 0 R +/A 917 0 R +/Parent 903 0 R +/Prev 915 0 R +>> endobj +915 0 obj << +/Title 916 0 R +/A 913 0 R +/Parent 903 0 R +/Prev 911 0 R +/Next 919 0 R +>> endobj +911 0 obj << +/Title 912 0 R +/A 909 0 R +/Parent 903 0 R +/Prev 907 0 R +/Next 915 0 R +>> endobj +907 0 obj << +/Title 908 0 R +/A 905 0 R +/Parent 903 0 R +/Next 911 0 R +>> endobj +903 0 obj << +/Title 904 0 R +/A 901 0 R +/Parent 2922 0 R +/Prev 879 0 R +/Next 923 0 R +/First 907 0 R +/Last 919 0 R +/Count -4 +>> endobj +899 0 obj << +/Title 900 0 R +/A 897 0 R +/Parent 879 0 R +/Prev 895 0 R +>> endobj +895 0 obj << +/Title 896 0 R +/A 893 0 R +/Parent 879 0 R +/Prev 891 0 R +/Next 899 0 R +>> endobj +891 0 obj << +/Title 892 0 R +/A 889 0 R +/Parent 879 0 R +/Prev 887 0 R +/Next 895 0 R +>> endobj +887 0 obj << +/Title 888 0 R +/A 885 0 R +/Parent 879 0 R +/Prev 883 0 R +/Next 891 0 R +>> endobj +883 0 obj << +/Title 884 0 R +/A 881 0 R +/Parent 879 0 R +/Next 887 0 R +>> endobj +879 0 obj << +/Title 880 0 R +/A 877 0 R +/Parent 2922 0 R +/Prev 731 0 R 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835 0 R +/Next 843 0 R +>> endobj +835 0 obj << +/Title 836 0 R +/A 833 0 R +/Parent 731 0 R +/Prev 739 0 R +/Next 847 0 R +/First 839 0 R +/Last 843 0 R +/Count -2 +>> endobj +831 0 obj << +/Title 832 0 R +/A 829 0 R +/Parent 739 0 R +/Prev 827 0 R +>> endobj +827 0 obj << +/Title 828 0 R +/A 825 0 R +/Parent 739 0 R +/Prev 823 0 R +/Next 831 0 R +>> endobj +823 0 obj << +/Title 824 0 R +/A 821 0 R +/Parent 739 0 R +/Prev 819 0 R +/Next 827 0 R +>> endobj +819 0 obj << +/Title 820 0 R +/A 817 0 R +/Parent 739 0 R +/Prev 815 0 R +/Next 823 0 R +>> endobj +815 0 obj << +/Title 816 0 R +/A 813 0 R +/Parent 739 0 R +/Prev 811 0 R +/Next 819 0 R +>> endobj +811 0 obj << +/Title 812 0 R +/A 809 0 R +/Parent 739 0 R +/Prev 807 0 R +/Next 815 0 R +>> endobj +807 0 obj << +/Title 808 0 R +/A 805 0 R +/Parent 739 0 R +/Prev 803 0 R +/Next 811 0 R +>> endobj +803 0 obj << +/Title 804 0 R +/A 801 0 R +/Parent 739 0 R +/Prev 787 0 R +/Next 807 0 R +>> endobj +799 0 obj << +/Title 800 0 R +/A 797 0 R +/Parent 787 0 R +/Prev 795 0 R +>> endobj +795 0 obj << +/Title 796 0 R +/A 793 0 R +/Parent 787 0 R +/Prev 791 0 R +/Next 799 0 R +>> endobj +791 0 obj << +/Title 792 0 R +/A 789 0 R +/Parent 787 0 R +/Next 795 0 R +>> endobj +787 0 obj << +/Title 788 0 R +/A 785 0 R +/Parent 739 0 R +/Prev 783 0 R +/Next 803 0 R +/First 791 0 R +/Last 799 0 R +/Count -3 +>> endobj +783 0 obj << +/Title 784 0 R +/A 781 0 R +/Parent 739 0 R +/Prev 759 0 R +/Next 787 0 R +>> endobj +779 0 obj << +/Title 780 0 R +/A 777 0 R +/Parent 759 0 R +/Prev 775 0 R +>> endobj +775 0 obj << +/Title 776 0 R +/A 773 0 R +/Parent 759 0 R +/Prev 771 0 R +/Next 779 0 R +>> endobj +771 0 obj << +/Title 772 0 R +/A 769 0 R +/Parent 759 0 R +/Prev 767 0 R +/Next 775 0 R +>> endobj +767 0 obj << +/Title 768 0 R +/A 765 0 R +/Parent 759 0 R +/Prev 763 0 R +/Next 771 0 R +>> endobj +763 0 obj << +/Title 764 0 R +/A 761 0 R +/Parent 759 0 R +/Next 767 0 R +>> endobj +759 0 obj << +/Title 760 0 R +/A 757 0 R +/Parent 739 0 R +/Prev 755 0 R +/Next 783 0 R +/First 763 0 R +/Last 779 0 R +/Count -5 +>> endobj +755 0 obj << +/Title 756 0 R +/A 753 0 R +/Parent 739 0 R +/Prev 751 0 R +/Next 759 0 R +>> endobj +751 0 obj << +/Title 752 0 R +/A 749 0 R +/Parent 739 0 R +/Prev 747 0 R +/Next 755 0 R +>> endobj +747 0 obj << +/Title 748 0 R +/A 745 0 R +/Parent 739 0 R +/Prev 743 0 R +/Next 751 0 R +>> endobj +743 0 obj << +/Title 744 0 R +/A 741 0 R +/Parent 739 0 R +/Next 747 0 R +>> endobj +739 0 obj << +/Title 740 0 R +/A 737 0 R +/Parent 731 0 R +/Prev 735 0 R +/Next 835 0 R +/First 743 0 R +/Last 831 0 R +/Count -15 +>> endobj +735 0 obj << +/Title 736 0 R +/A 733 0 R +/Parent 731 0 R +/Next 739 0 R +>> endobj +731 0 obj << +/Title 732 0 R +/A 729 0 R +/Parent 2922 0 R +/Prev 675 0 R +/Next 879 0 R +/First 735 0 R +/Last 875 0 R +/Count -7 +>> endobj +727 0 obj << +/Title 728 0 R +/A 725 0 R +/Parent 675 0 R +/Prev 707 0 R +>> endobj +723 0 obj << +/Title 724 0 R +/A 721 0 R +/Parent 707 0 R +/Prev 719 0 R +>> endobj +719 0 obj << +/Title 720 0 R +/A 717 0 R +/Parent 707 0 R +/Prev 715 0 R +/Next 723 0 R +>> endobj +715 0 obj << +/Title 716 0 R +/A 713 0 R +/Parent 707 0 R +/Prev 711 0 R +/Next 719 0 R +>> endobj +711 0 obj << +/Title 712 0 R +/A 709 0 R +/Parent 707 0 R +/Next 715 0 R +>> endobj +707 0 obj << +/Title 708 0 R +/A 705 0 R +/Parent 675 0 R +/Prev 679 0 R +/Next 727 0 R +/First 711 0 R +/Last 723 0 R +/Count -4 +>> endobj +703 0 obj << +/Title 704 0 R +/A 701 0 R +/Parent 695 0 R +/Prev 699 0 R +>> endobj +699 0 obj << +/Title 700 0 R +/A 697 0 R +/Parent 695 0 R +/Next 703 0 R +>> endobj +695 0 obj << +/Title 696 0 R +/A 693 0 R +/Parent 679 0 R +/Prev 691 0 R +/First 699 0 R +/Last 703 0 R +/Count -2 +>> endobj +691 0 obj << +/Title 692 0 R +/A 689 0 R +/Parent 679 0 R +/Prev 687 0 R +/Next 695 0 R +>> endobj +687 0 obj << +/Title 688 0 R +/A 685 0 R +/Parent 679 0 R +/Prev 683 0 R +/Next 691 0 R +>> endobj +683 0 obj << +/Title 684 0 R +/A 681 0 R +/Parent 679 0 R +/Next 687 0 R +>> endobj +679 0 obj << +/Title 680 0 R +/A 677 0 R +/Parent 675 0 R +/Next 707 0 R +/First 683 0 R +/Last 695 0 R +/Count -4 +>> endobj +675 0 obj << +/Title 676 0 R +/A 673 0 R +/Parent 2922 0 R +/Prev 567 0 R +/Next 731 0 R +/First 679 0 R +/Last 727 0 R +/Count -3 +>> endobj +671 0 obj << +/Title 672 0 R +/A 669 0 R +/Parent 567 0 R +/Prev 663 0 R +>> endobj +667 0 obj << +/Title 668 0 R +/A 665 0 R +/Parent 663 0 R +>> endobj +663 0 obj << +/Title 664 0 R +/A 661 0 R +/Parent 567 0 R +/Prev 651 0 R +/Next 671 0 R +/First 667 0 R +/Last 667 0 R +/Count -1 +>> endobj +659 0 obj << +/Title 660 0 R +/A 657 0 R +/Parent 651 0 R +/Prev 655 0 R +>> endobj +655 0 obj << +/Title 656 0 R +/A 653 0 R +/Parent 651 0 R +/Next 659 0 R +>> endobj +651 0 obj << +/Title 652 0 R +/A 649 0 R +/Parent 567 0 R +/Prev 639 0 R +/Next 663 0 R +/First 655 0 R +/Last 659 0 R +/Count -2 +>> endobj +647 0 obj << +/Title 648 0 R +/A 645 0 R +/Parent 639 0 R +/Prev 643 0 R +>> endobj +643 0 obj << +/Title 644 0 R +/A 641 0 R +/Parent 639 0 R +/Next 647 0 R +>> endobj +639 0 obj << +/Title 640 0 R +/A 637 0 R +/Parent 567 0 R +/Prev 635 0 R +/Next 651 0 R +/First 643 0 R +/Last 647 0 R +/Count -2 +>> endobj +635 0 obj << +/Title 636 0 R +/A 633 0 R +/Parent 567 0 R +/Prev 631 0 R +/Next 639 0 R +>> endobj +631 0 obj << +/Title 632 0 R +/A 629 0 R +/Parent 567 0 R +/Prev 615 0 R +/Next 635 0 R +>> endobj +627 0 obj << +/Title 628 0 R +/A 625 0 R +/Parent 615 0 R +/Prev 623 0 R +>> endobj +623 0 obj << +/Title 624 0 R +/A 621 0 R +/Parent 615 0 R +/Prev 619 0 R +/Next 627 0 R +>> endobj +619 0 obj << +/Title 620 0 R +/A 617 0 R +/Parent 615 0 R +/Next 623 0 R +>> endobj +615 0 obj << +/Title 616 0 R +/A 613 0 R +/Parent 567 0 R +/Prev 571 0 R +/Next 631 0 R +/First 619 0 R +/Last 627 0 R +/Count -3 +>> endobj +611 0 obj << +/Title 612 0 R +/A 609 0 R +/Parent 603 0 R +/Prev 607 0 R +>> endobj +607 0 obj << +/Title 608 0 R +/A 605 0 R +/Parent 603 0 R +/Next 611 0 R +>> endobj +603 0 obj << +/Title 604 0 R +/A 601 0 R +/Parent 571 0 R +/Prev 599 0 R +/First 607 0 R +/Last 611 0 R +/Count -2 +>> endobj +599 0 obj << +/Title 600 0 R +/A 597 0 R +/Parent 571 0 R +/Prev 595 0 R +/Next 603 0 R +>> endobj +595 0 obj << +/Title 596 0 R +/A 593 0 R +/Parent 571 0 R +/Prev 591 0 R +/Next 599 0 R +>> endobj +591 0 obj << +/Title 592 0 R +/A 589 0 R +/Parent 571 0 R +/Prev 587 0 R +/Next 595 0 R +>> endobj +587 0 obj << +/Title 588 0 R +/A 585 0 R +/Parent 571 0 R +/Prev 583 0 R +/Next 591 0 R +>> endobj +583 0 obj << +/Title 584 0 R +/A 581 0 R +/Parent 571 0 R +/Prev 579 0 R +/Next 587 0 R +>> endobj +579 0 obj << +/Title 580 0 R +/A 577 0 R +/Parent 571 0 R +/Prev 575 0 R +/Next 583 0 R +>> endobj +575 0 obj << +/Title 576 0 R +/A 573 0 R +/Parent 571 0 R +/Next 579 0 R +>> endobj +571 0 obj << +/Title 572 0 R +/A 569 0 R +/Parent 567 0 R +/Next 615 0 R +/First 575 0 R +/Last 603 0 R +/Count -8 +>> endobj +567 0 obj << +/Title 568 0 R +/A 565 0 R +/Parent 2922 0 R +/Prev 543 0 R +/Next 675 0 R +/First 571 0 R +/Last 671 0 R +/Count -8 +>> endobj +563 0 obj << +/Title 564 0 R +/A 561 0 R +/Parent 543 0 R +/Prev 559 0 R +>> endobj +559 0 obj << +/Title 560 0 R +/A 557 0 R +/Parent 543 0 R +/Prev 555 0 R +/Next 563 0 R +>> endobj +555 0 obj << +/Title 556 0 R +/A 553 0 R +/Parent 543 0 R +/Prev 551 0 R +/Next 559 0 R +>> endobj +551 0 obj << +/Title 552 0 R +/A 549 0 R +/Parent 543 0 R +/Prev 547 0 R +/Next 555 0 R +>> endobj +547 0 obj << +/Title 548 0 R +/A 545 0 R +/Parent 543 0 R +/Next 551 0 R +>> endobj +543 0 obj << +/Title 544 0 R +/A 541 0 R +/Parent 2922 0 R +/Prev 531 0 R +/Next 567 0 R +/First 547 0 R +/Last 563 0 R +/Count -5 +>> endobj +539 0 obj << +/Title 540 0 R +/A 537 0 R +/Parent 531 0 R +/Prev 535 0 R +>> endobj +535 0 obj << +/Title 536 0 R +/A 533 0 R +/Parent 531 0 R +/Next 539 0 R +>> endobj +531 0 obj << +/Title 532 0 R +/A 529 0 R +/Parent 2922 0 R +/Prev 503 0 R +/Next 543 0 R +/First 535 0 R +/Last 539 0 R +/Count -2 +>> endobj +527 0 obj << +/Title 528 0 R +/A 525 0 R +/Parent 503 0 R +/Prev 523 0 R +>> endobj +523 0 obj << +/Title 524 0 R +/A 521 0 R +/Parent 503 0 R +/Prev 511 0 R +/Next 527 0 R +>> endobj +519 0 obj << +/Title 520 0 R +/A 517 0 R +/Parent 511 0 R +/Prev 515 0 R +>> endobj +515 0 obj << +/Title 516 0 R +/A 513 0 R +/Parent 511 0 R +/Next 519 0 R +>> endobj +511 0 obj << +/Title 512 0 R +/A 509 0 R +/Parent 503 0 R +/Prev 507 0 R +/Next 523 0 R +/First 515 0 R +/Last 519 0 R +/Count -2 +>> endobj +507 0 obj << +/Title 508 0 R +/A 505 0 R +/Parent 503 0 R +/Next 511 0 R +>> endobj +503 0 obj << +/Title 504 0 R +/A 501 0 R +/Parent 2922 0 R +/Prev 467 0 R +/Next 531 0 R +/First 507 0 R +/Last 527 0 R +/Count -4 +>> endobj +499 0 obj << +/Title 500 0 R +/A 497 0 R +/Parent 467 0 R +/Prev 487 0 R +>> endobj +495 0 obj << +/Title 496 0 R +/A 493 0 R +/Parent 487 0 R +/Prev 491 0 R +>> endobj +491 0 obj << +/Title 492 0 R +/A 489 0 R +/Parent 487 0 R +/Next 495 0 R +>> endobj +487 0 obj << +/Title 488 0 R +/A 485 0 R +/Parent 467 0 R +/Prev 483 0 R +/Next 499 0 R +/First 491 0 R +/Last 495 0 R +/Count -2 +>> endobj +483 0 obj << +/Title 484 0 R +/A 481 0 R +/Parent 467 0 R +/Prev 479 0 R +/Next 487 0 R +>> endobj +479 0 obj << +/Title 480 0 R +/A 477 0 R +/Parent 467 0 R +/Prev 471 0 R +/Next 483 0 R +>> endobj +475 0 obj << +/Title 476 0 R +/A 473 0 R +/Parent 471 0 R +>> endobj +471 0 obj << +/Title 472 0 R +/A 469 0 R +/Parent 467 0 R +/Next 479 0 R +/First 475 0 R +/Last 475 0 R +/Count -1 +>> endobj +467 0 obj << +/Title 468 0 R +/A 465 0 R +/Parent 2922 0 R +/Prev 7 0 R +/Next 503 0 R +/First 471 0 R +/Last 499 0 R +/Count -5 +>> endobj +463 0 obj << +/Title 464 0 R +/A 461 0 R +/Parent 319 0 R +/Prev 459 0 R +>> endobj +459 0 obj << +/Title 460 0 R +/A 457 0 R +/Parent 319 0 R +/Prev 455 0 R +/Next 463 0 R +>> endobj +455 0 obj << +/Title 456 0 R +/A 453 0 R +/Parent 319 0 R +/Prev 451 0 R +/Next 459 0 R +>> endobj +451 0 obj << +/Title 452 0 R +/A 449 0 R +/Parent 319 0 R +/Prev 447 0 R +/Next 455 0 R +>> endobj +447 0 obj << +/Title 448 0 R +/A 445 0 R +/Parent 319 0 R +/Prev 443 0 R +/Next 451 0 R +>> endobj +443 0 obj << +/Title 444 0 R +/A 441 0 R +/Parent 319 0 R +/Prev 439 0 R +/Next 447 0 R +>> endobj +439 0 obj << +/Title 440 0 R +/A 437 0 R +/Parent 319 0 R +/Prev 435 0 R +/Next 443 0 R +>> endobj +435 0 obj << +/Title 436 0 R +/A 433 0 R +/Parent 319 0 R +/Prev 431 0 R +/Next 439 0 R +>> endobj +431 0 obj << +/Title 432 0 R +/A 429 0 R +/Parent 319 0 R +/Prev 427 0 R +/Next 435 0 R +>> endobj +427 0 obj << +/Title 428 0 R +/A 425 0 R +/Parent 319 0 R +/Prev 423 0 R +/Next 431 0 R +>> endobj +423 0 obj << +/Title 424 0 R +/A 421 0 R +/Parent 319 0 R +/Prev 419 0 R +/Next 427 0 R +>> endobj +419 0 obj << +/Title 420 0 R +/A 417 0 R +/Parent 319 0 R +/Prev 415 0 R +/Next 423 0 R +>> endobj +415 0 obj << +/Title 416 0 R +/A 413 0 R +/Parent 319 0 R +/Prev 411 0 R +/Next 419 0 R +>> endobj +411 0 obj << +/Title 412 0 R +/A 409 0 R +/Parent 319 0 R +/Prev 407 0 R +/Next 415 0 R +>> endobj +407 0 obj << +/Title 408 0 R +/A 405 0 R +/Parent 319 0 R +/Prev 403 0 R +/Next 411 0 R +>> endobj +403 0 obj << +/Title 404 0 R +/A 401 0 R +/Parent 319 0 R +/Prev 399 0 R +/Next 407 0 R +>> endobj +399 0 obj << +/Title 400 0 R +/A 397 0 R +/Parent 319 0 R +/Prev 395 0 R +/Next 403 0 R +>> endobj +395 0 obj << +/Title 396 0 R +/A 393 0 R +/Parent 319 0 R +/Prev 391 0 R +/Next 399 0 R +>> endobj +391 0 obj << +/Title 392 0 R +/A 389 0 R +/Parent 319 0 R +/Prev 387 0 R +/Next 395 0 R +>> endobj +387 0 obj << +/Title 388 0 R +/A 385 0 R +/Parent 319 0 R +/Prev 383 0 R +/Next 391 0 R +>> endobj +383 0 obj << +/Title 384 0 R +/A 381 0 R +/Parent 319 0 R +/Prev 379 0 R +/Next 387 0 R +>> endobj +379 0 obj << +/Title 380 0 R +/A 377 0 R +/Parent 319 0 R +/Prev 375 0 R +/Next 383 0 R +>> endobj +375 0 obj << +/Title 376 0 R +/A 373 0 R +/Parent 319 0 R +/Prev 371 0 R +/Next 379 0 R +>> endobj +371 0 obj << +/Title 372 0 R +/A 369 0 R +/Parent 319 0 R +/Prev 367 0 R +/Next 375 0 R +>> endobj +367 0 obj << +/Title 368 0 R +/A 365 0 R +/Parent 319 0 R +/Prev 355 0 R +/Next 371 0 R +>> endobj +363 0 obj << +/Title 364 0 R +/A 361 0 R +/Parent 355 0 R +/Prev 359 0 R +>> endobj +359 0 obj << +/Title 360 0 R +/A 357 0 R +/Parent 355 0 R +/Next 363 0 R +>> endobj +355 0 obj << +/Title 356 0 R +/A 353 0 R +/Parent 319 0 R +/Prev 351 0 R +/Next 367 0 R +/First 359 0 R +/Last 363 0 R +/Count -2 +>> endobj +351 0 obj << +/Title 352 0 R +/A 349 0 R +/Parent 319 0 R +/Prev 347 0 R +/Next 355 0 R +>> endobj +347 0 obj << +/Title 348 0 R +/A 345 0 R +/Parent 319 0 R +/Prev 343 0 R +/Next 351 0 R +>> endobj +343 0 obj << +/Title 344 0 R +/A 341 0 R +/Parent 319 0 R +/Prev 339 0 R +/Next 347 0 R +>> endobj +339 0 obj << +/Title 340 0 R +/A 337 0 R +/Parent 319 0 R +/Prev 335 0 R +/Next 343 0 R +>> endobj +335 0 obj << +/Title 336 0 R +/A 333 0 R +/Parent 319 0 R +/Prev 331 0 R +/Next 339 0 R +>> endobj +331 0 obj << +/Title 332 0 R +/A 329 0 R +/Parent 319 0 R +/Prev 327 0 R +/Next 335 0 R +>> endobj +327 0 obj << +/Title 328 0 R +/A 325 0 R +/Parent 319 0 R +/Prev 323 0 R +/Next 331 0 R +>> endobj +323 0 obj << +/Title 324 0 R +/A 321 0 R +/Parent 319 0 R +/Next 327 0 R +>> endobj +319 0 obj << +/Title 320 0 R +/A 317 0 R +/Parent 7 0 R +/Prev 11 0 R +/First 323 0 R +/Last 463 0 R +/Count -34 +>> endobj +315 0 obj << +/Title 316 0 R +/A 313 0 R +/Parent 11 0 R +/Prev 311 0 R +>> endobj +311 0 obj << +/Title 312 0 R +/A 309 0 R +/Parent 11 0 R +/Prev 307 0 R +/Next 315 0 R +>> endobj +307 0 obj << +/Title 308 0 R +/A 305 0 R +/Parent 11 0 R +/Prev 303 0 R +/Next 311 0 R +>> endobj +303 0 obj << +/Title 304 0 R +/A 301 0 R +/Parent 11 0 R +/Prev 299 0 R +/Next 307 0 R +>> endobj +299 0 obj << +/Title 300 0 R +/A 297 0 R +/Parent 11 0 R +/Prev 295 0 R +/Next 303 0 R +>> endobj +295 0 obj << +/Title 296 0 R +/A 293 0 R +/Parent 11 0 R +/Prev 291 0 R +/Next 299 0 R +>> endobj +291 0 obj << +/Title 292 0 R +/A 289 0 R +/Parent 11 0 R +/Prev 287 0 R +/Next 295 0 R +>> endobj +287 0 obj << +/Title 288 0 R +/A 285 0 R +/Parent 11 0 R +/Prev 283 0 R +/Next 291 0 R +>> endobj +283 0 obj << +/Title 284 0 R +/A 281 0 R +/Parent 11 0 R +/Prev 279 0 R +/Next 287 0 R +>> endobj +279 0 obj << +/Title 280 0 R +/A 277 0 R +/Parent 11 0 R +/Prev 275 0 R +/Next 283 0 R +>> endobj +275 0 obj << +/Title 276 0 R +/A 273 0 R +/Parent 11 0 R +/Prev 271 0 R +/Next 279 0 R +>> endobj +271 0 obj << +/Title 272 0 R +/A 269 0 R +/Parent 11 0 R +/Prev 267 0 R +/Next 275 0 R +>> endobj +267 0 obj << +/Title 268 0 R +/A 265 0 R +/Parent 11 0 R +/Prev 263 0 R +/Next 271 0 R +>> endobj +263 0 obj << +/Title 264 0 R +/A 261 0 R +/Parent 11 0 R +/Prev 259 0 R +/Next 267 0 R +>> endobj +259 0 obj << +/Title 260 0 R +/A 257 0 R +/Parent 11 0 R +/Prev 255 0 R +/Next 263 0 R +>> endobj +255 0 obj << +/Title 256 0 R +/A 253 0 R +/Parent 11 0 R +/Prev 251 0 R +/Next 259 0 R +>> endobj +251 0 obj << +/Title 252 0 R +/A 249 0 R +/Parent 11 0 R +/Prev 247 0 R +/Next 255 0 R +>> endobj +247 0 obj << +/Title 248 0 R +/A 245 0 R +/Parent 11 0 R +/Prev 243 0 R +/Next 251 0 R +>> endobj +243 0 obj << +/Title 244 0 R +/A 241 0 R +/Parent 11 0 R +/Prev 239 0 R +/Next 247 0 R +>> endobj +239 0 obj << +/Title 240 0 R +/A 237 0 R +/Parent 11 0 R +/Prev 235 0 R +/Next 243 0 R +>> endobj +235 0 obj << +/Title 236 0 R +/A 233 0 R +/Parent 11 0 R +/Prev 231 0 R +/Next 239 0 R +>> endobj +231 0 obj << +/Title 232 0 R +/A 229 0 R +/Parent 11 0 R +/Prev 227 0 R +/Next 235 0 R +>> endobj +227 0 obj << +/Title 228 0 R +/A 225 0 R +/Parent 11 0 R +/Prev 223 0 R +/Next 231 0 R +>> endobj +223 0 obj << +/Title 224 0 R +/A 221 0 R +/Parent 11 0 R +/Prev 219 0 R +/Next 227 0 R +>> endobj +219 0 obj << +/Title 220 0 R +/A 217 0 R +/Parent 11 0 R +/Prev 215 0 R +/Next 223 0 R +>> endobj +215 0 obj << +/Title 216 0 R +/A 213 0 R +/Parent 11 0 R +/Prev 211 0 R +/Next 219 0 R +>> endobj +211 0 obj << +/Title 212 0 R +/A 209 0 R +/Parent 11 0 R +/Prev 207 0 R +/Next 215 0 R +>> endobj +207 0 obj << +/Title 208 0 R +/A 205 0 R +/Parent 11 0 R +/Prev 203 0 R +/Next 211 0 R +>> endobj +203 0 obj << +/Title 204 0 R +/A 201 0 R +/Parent 11 0 R +/Prev 199 0 R +/Next 207 0 R +>> endobj +199 0 obj << +/Title 200 0 R +/A 197 0 R +/Parent 11 0 R +/Prev 195 0 R +/Next 203 0 R +>> endobj +195 0 obj << +/Title 196 0 R +/A 193 0 R +/Parent 11 0 R +/Prev 191 0 R +/Next 199 0 R +>> endobj +191 0 obj << +/Title 192 0 R +/A 189 0 R +/Parent 11 0 R +/Prev 187 0 R +/Next 195 0 R +>> endobj +187 0 obj << +/Title 188 0 R +/A 185 0 R +/Parent 11 0 R +/Prev 183 0 R +/Next 191 0 R +>> endobj +183 0 obj << +/Title 184 0 R +/A 181 0 R +/Parent 11 0 R +/Prev 179 0 R +/Next 187 0 R +>> endobj +179 0 obj << +/Title 180 0 R +/A 177 0 R +/Parent 11 0 R +/Prev 175 0 R +/Next 183 0 R +>> endobj +175 0 obj << +/Title 176 0 R +/A 173 0 R +/Parent 11 0 R +/Prev 171 0 R +/Next 179 0 R +>> endobj +171 0 obj << +/Title 172 0 R +/A 169 0 R +/Parent 11 0 R +/Prev 167 0 R +/Next 175 0 R +>> endobj +167 0 obj << +/Title 168 0 R +/A 165 0 R +/Parent 11 0 R +/Prev 163 0 R +/Next 171 0 R +>> endobj +163 0 obj << +/Title 164 0 R +/A 161 0 R +/Parent 11 0 R +/Prev 159 0 R +/Next 167 0 R +>> endobj +159 0 obj << +/Title 160 0 R +/A 157 0 R +/Parent 11 0 R +/Prev 155 0 R +/Next 163 0 R +>> endobj +155 0 obj << +/Title 156 0 R +/A 153 0 R +/Parent 11 0 R +/Prev 151 0 R +/Next 159 0 R +>> endobj +151 0 obj << +/Title 152 0 R +/A 149 0 R +/Parent 11 0 R +/Prev 147 0 R +/Next 155 0 R +>> endobj +147 0 obj << +/Title 148 0 R +/A 145 0 R +/Parent 11 0 R +/Prev 143 0 R +/Next 151 0 R +>> endobj +143 0 obj << +/Title 144 0 R +/A 141 0 R +/Parent 11 0 R +/Prev 139 0 R +/Next 147 0 R +>> endobj +139 0 obj << +/Title 140 0 R +/A 137 0 R +/Parent 11 0 R +/Prev 135 0 R +/Next 143 0 R +>> endobj +135 0 obj << +/Title 136 0 R +/A 133 0 R +/Parent 11 0 R +/Prev 131 0 R +/Next 139 0 R +>> endobj +131 0 obj << +/Title 132 0 R +/A 129 0 R +/Parent 11 0 R +/Prev 127 0 R +/Next 135 0 R +>> endobj +127 0 obj << +/Title 128 0 R +/A 125 0 R +/Parent 11 0 R +/Prev 123 0 R +/Next 131 0 R +>> endobj +123 0 obj << +/Title 124 0 R +/A 121 0 R +/Parent 11 0 R +/Prev 119 0 R +/Next 127 0 R +>> endobj +119 0 obj << +/Title 120 0 R +/A 117 0 R +/Parent 11 0 R +/Prev 115 0 R +/Next 123 0 R +>> endobj +115 0 obj << +/Title 116 0 R +/A 113 0 R +/Parent 11 0 R +/Prev 111 0 R +/Next 119 0 R +>> endobj +111 0 obj << +/Title 112 0 R +/A 109 0 R +/Parent 11 0 R +/Prev 107 0 R +/Next 115 0 R +>> endobj +107 0 obj << +/Title 108 0 R +/A 105 0 R +/Parent 11 0 R +/Prev 103 0 R +/Next 111 0 R +>> endobj +103 0 obj << +/Title 104 0 R +/A 101 0 R +/Parent 11 0 R +/Prev 99 0 R +/Next 107 0 R +>> endobj +99 0 obj << +/Title 100 0 R +/A 97 0 R +/Parent 11 0 R +/Prev 95 0 R +/Next 103 0 R +>> endobj +95 0 obj << +/Title 96 0 R +/A 93 0 R +/Parent 11 0 R +/Prev 91 0 R +/Next 99 0 R +>> endobj +91 0 obj << +/Title 92 0 R +/A 89 0 R +/Parent 11 0 R +/Prev 87 0 R +/Next 95 0 R +>> endobj +87 0 obj << +/Title 88 0 R +/A 85 0 R +/Parent 11 0 R +/Prev 83 0 R +/Next 91 0 R +>> endobj +83 0 obj << +/Title 84 0 R +/A 81 0 R +/Parent 11 0 R +/Prev 79 0 R +/Next 87 0 R +>> endobj +79 0 obj << +/Title 80 0 R +/A 77 0 R +/Parent 11 0 R +/Prev 75 0 R +/Next 83 0 R +>> endobj +75 0 obj << +/Title 76 0 R +/A 73 0 R +/Parent 11 0 R +/Prev 71 0 R +/Next 79 0 R +>> endobj +71 0 obj << +/Title 72 0 R +/A 69 0 R +/Parent 11 0 R +/Prev 67 0 R +/Next 75 0 R +>> endobj +67 0 obj << +/Title 68 0 R +/A 65 0 R +/Parent 11 0 R +/Prev 63 0 R +/Next 71 0 R +>> endobj +63 0 obj << +/Title 64 0 R +/A 61 0 R +/Parent 11 0 R +/Prev 59 0 R +/Next 67 0 R +>> endobj +59 0 obj << +/Title 60 0 R +/A 57 0 R +/Parent 11 0 R +/Prev 55 0 R +/Next 63 0 R +>> endobj +55 0 obj << +/Title 56 0 R +/A 53 0 R +/Parent 11 0 R +/Prev 51 0 R +/Next 59 0 R +>> endobj +51 0 obj << +/Title 52 0 R +/A 49 0 R +/Parent 11 0 R +/Prev 47 0 R +/Next 55 0 R +>> endobj +47 0 obj << +/Title 48 0 R +/A 45 0 R +/Parent 11 0 R +/Prev 43 0 R +/Next 51 0 R +>> endobj +43 0 obj << +/Title 44 0 R +/A 41 0 R +/Parent 11 0 R +/Prev 39 0 R +/Next 47 0 R +>> endobj +39 0 obj << +/Title 40 0 R +/A 37 0 R +/Parent 11 0 R +/Prev 35 0 R +/Next 43 0 R +>> endobj +35 0 obj << +/Title 36 0 R +/A 33 0 R +/Parent 11 0 R +/Prev 31 0 R +/Next 39 0 R +>> endobj +31 0 obj << +/Title 32 0 R +/A 29 0 R +/Parent 11 0 R +/Prev 27 0 R +/Next 35 0 R +>> endobj +27 0 obj << +/Title 28 0 R +/A 25 0 R +/Parent 11 0 R +/Prev 23 0 R +/Next 31 0 R +>> endobj +23 0 obj << +/Title 24 0 R +/A 21 0 R +/Parent 11 0 R +/Prev 19 0 R +/Next 27 0 R +>> endobj +19 0 obj << +/Title 20 0 R +/A 17 0 R +/Parent 11 0 R +/Prev 15 0 R +/Next 23 0 R +>> endobj +15 0 obj << +/Title 16 0 R +/A 13 0 R +/Parent 11 0 R +/Next 19 0 R +>> endobj +11 0 obj << +/Title 12 0 R +/A 9 0 R +/Parent 7 0 R +/Next 319 0 R +/First 15 0 R +/Last 315 0 R +/Count -76 +>> endobj +7 0 obj << +/Title 8 0 R +/A 5 0 R +/Parent 2922 0 R +/Prev 3 0 R +/Next 467 0 R +/First 11 0 R +/Last 319 0 R +/Count -2 +>> endobj +3 0 obj << +/Title 4 0 R +/A 1 0 R +/Parent 2922 0 R +/Next 7 0 R +>> endobj +2923 0 obj << +/Names [(Doc-Start) 1365 0 R (Hfootnote.1) 1829 0 R (Hfootnote.10) 2376 0 R (Hfootnote.11) 2459 0 R (Hfootnote.12) 2528 0 R (Hfootnote.13) 2626 0 R] +/Limits [(Doc-Start) (Hfootnote.13)] +>> endobj +2924 0 obj << +/Names [(Hfootnote.2) 2032 0 R (Hfootnote.3) 2144 0 R (Hfootnote.4) 2147 0 R (Hfootnote.5) 2145 0 R (Hfootnote.6) 2152 0 R (Hfootnote.7) 2297 0 R] +/Limits [(Hfootnote.2) (Hfootnote.7)] +>> endobj +2925 0 obj << +/Names [(Hfootnote.8) 2345 0 R (Hfootnote.9) 2365 0 R (Item.1) 1890 0 R (Item.10) 2080 0 R (Item.100) 2712 0 R (Item.101) 2713 0 R] +/Limits [(Hfootnote.8) (Item.101)] +>> endobj +2926 0 obj << +/Names [(Item.102) 2714 0 R (Item.103) 2715 0 R (Item.104) 2716 0 R (Item.105) 2717 0 R (Item.106) 2723 0 R (Item.107) 2724 0 R] +/Limits [(Item.102) (Item.107)] +>> endobj +2927 0 obj << +/Names [(Item.108) 2725 0 R (Item.109) 2726 0 R (Item.11) 2081 0 R (Item.110) 2727 0 R (Item.111) 2728 0 R (Item.112) 2729 0 R] +/Limits [(Item.108) (Item.112)] +>> endobj +2928 0 obj << +/Names [(Item.113) 2730 0 R (Item.114) 2731 0 R (Item.115) 2732 0 R (Item.116) 2733 0 R (Item.117) 2734 0 R (Item.118) 2735 0 R] +/Limits [(Item.113) (Item.118)] +>> endobj +2929 0 obj << +/Names [(Item.119) 2736 0 R (Item.12) 2086 0 R (Item.120) 2737 0 R (Item.121) 2738 0 R (Item.122) 2739 0 R (Item.123) 2740 0 R] +/Limits [(Item.119) (Item.123)] +>> endobj +2930 0 obj << +/Names [(Item.124) 2741 0 R (Item.125) 2742 0 R (Item.126) 2743 0 R (Item.127) 2748 0 R (Item.128) 2749 0 R (Item.129) 2750 0 R] +/Limits [(Item.124) (Item.129)] +>> endobj +2931 0 obj << +/Names [(Item.13) 2087 0 R (Item.130) 2751 0 R (Item.131) 2752 0 R (Item.132) 2753 0 R (Item.133) 2754 0 R (Item.134) 2755 0 R] +/Limits [(Item.13) (Item.134)] +>> endobj +2932 0 obj << +/Names [(Item.135) 2756 0 R (Item.136) 2761 0 R (Item.137) 2762 0 R (Item.138) 2763 0 R (Item.139) 2764 0 R (Item.14) 2088 0 R] +/Limits [(Item.135) (Item.14)] +>> endobj +2933 0 obj << +/Names [(Item.140) 2765 0 R (Item.141) 2831 0 R (Item.142) 2832 0 R (Item.143) 2833 0 R (Item.144) 2834 0 R (Item.145) 2835 0 R] +/Limits [(Item.140) (Item.145)] +>> endobj +2934 0 obj << +/Names [(Item.146) 2836 0 R (Item.147) 2847 0 R (Item.148) 2848 0 R (Item.149) 2849 0 R (Item.15) 2089 0 R (Item.150) 2850 0 R] +/Limits [(Item.146) (Item.150)] +>> endobj +2935 0 obj << +/Names [(Item.151) 2851 0 R (Item.16) 2106 0 R (Item.17) 2107 0 R (Item.18) 2108 0 R (Item.19) 2109 0 R (Item.2) 1891 0 R] +/Limits [(Item.151) (Item.2)] +>> endobj +2936 0 obj << +/Names [(Item.20) 2110 0 R (Item.21) 2111 0 R (Item.22) 2117 0 R (Item.23) 2118 0 R (Item.24) 2194 0 R (Item.25) 2195 0 R] +/Limits [(Item.20) (Item.25)] +>> endobj +2937 0 obj << +/Names [(Item.26) 2196 0 R (Item.27) 2197 0 R (Item.28) 2198 0 R (Item.29) 2209 0 R (Item.3) 1892 0 R (Item.30) 2210 0 R] +/Limits [(Item.26) (Item.30)] +>> endobj +2938 0 obj << +/Names [(Item.31) 2211 0 R (Item.32) 2212 0 R (Item.33) 2217 0 R (Item.34) 2218 0 R (Item.35) 2219 0 R (Item.36) 2226 0 R] +/Limits [(Item.31) (Item.36)] +>> endobj +2939 0 obj << +/Names [(Item.37) 2227 0 R (Item.38) 2228 0 R (Item.39) 2229 0 R (Item.4) 1905 0 R (Item.40) 2239 0 R (Item.41) 2240 0 R] +/Limits [(Item.37) (Item.41)] +>> endobj +2940 0 obj << +/Names [(Item.42) 2255 0 R (Item.43) 2256 0 R (Item.44) 2327 0 R (Item.45) 2328 0 R (Item.46) 2329 0 R (Item.47) 2330 0 R] +/Limits [(Item.42) (Item.47)] +>> endobj +2941 0 obj << +/Names [(Item.48) 2338 0 R (Item.49) 2371 0 R (Item.5) 1906 0 R (Item.50) 2372 0 R (Item.51) 2373 0 R (Item.52) 2374 0 R] +/Limits [(Item.48) (Item.52)] +>> endobj +2942 0 obj << +/Names [(Item.53) 2375 0 R (Item.54) 2381 0 R (Item.55) 2382 0 R (Item.56) 2383 0 R (Item.57) 2384 0 R (Item.58) 2385 0 R] +/Limits [(Item.53) (Item.58)] +>> endobj +2943 0 obj << +/Names [(Item.59) 2390 0 R (Item.6) 1907 0 R (Item.60) 2401 0 R (Item.61) 2402 0 R (Item.62) 2403 0 R (Item.63) 2404 0 R] +/Limits [(Item.59) (Item.63)] +>> endobj +2944 0 obj << +/Names [(Item.64) 2405 0 R (Item.65) 2449 0 R (Item.66) 2450 0 R (Item.67) 2451 0 R (Item.68) 2452 0 R (Item.69) 2453 0 R] +/Limits [(Item.64) (Item.69)] +>> endobj +2945 0 obj << +/Names [(Item.7) 2077 0 R (Item.70) 2477 0 R (Item.71) 2478 0 R (Item.72) 2479 0 R (Item.73) 2484 0 R (Item.74) 2485 0 R] +/Limits [(Item.7) (Item.74)] +>> endobj +2946 0 obj << +/Names [(Item.75) 2486 0 R (Item.76) 2547 0 R (Item.77) 2548 0 R (Item.78) 2549 0 R (Item.79) 2648 0 R (Item.8) 2078 0 R] +/Limits [(Item.75) (Item.8)] +>> endobj +2947 0 obj << +/Names [(Item.80) 2649 0 R (Item.81) 2650 0 R (Item.82) 2651 0 R (Item.83) 2652 0 R (Item.84) 2653 0 R (Item.85) 2670 0 R] +/Limits [(Item.80) (Item.85)] +>> endobj +2948 0 obj << +/Names [(Item.86) 2671 0 R (Item.87) 2686 0 R (Item.88) 2691 0 R (Item.89) 2692 0 R (Item.9) 2079 0 R (Item.90) 2693 0 R] +/Limits [(Item.86) (Item.90)] +>> endobj +2949 0 obj << +/Names [(Item.91) 2699 0 R (Item.92) 2700 0 R (Item.93) 2701 0 R (Item.94) 2702 0 R (Item.95) 2707 0 R (Item.96) 2708 0 R] +/Limits [(Item.91) (Item.96)] +>> endobj +2950 0 obj << +/Names [(Item.97) 2709 0 R (Item.98) 2710 0 R (Item.99) 2711 0 R (appendix.A) 1090 0 R (appendix.B) 1114 0 R (appendix.C) 1126 0 R] +/Limits [(Item.97) (appendix.C)] +>> endobj +2951 0 obj << +/Names [(appendix.D) 1130 0 R (appendix.E) 1154 0 R (appendix.F) 1286 0 R (appendix.G) 1314 0 R (appendix.H) 1318 0 R (appendix.I) 1358 0 R] +/Limits [(appendix.D) (appendix.I)] +>> endobj +2952 0 obj << +/Names [(chapter*.1) 1404 0 R (chapter*.2) 1785 0 R (chapter.1) 6 0 R (chapter.10) 902 0 R (chapter.11) 922 0 R (chapter.12) 1038 0 R] +/Limits [(chapter*.1) (chapter.12)] +>> endobj +2953 0 obj << +/Names [(chapter.13) 1062 0 R (chapter.2) 466 0 R (chapter.3) 502 0 R (chapter.4) 530 0 R (chapter.5) 542 0 R (chapter.6) 566 0 R] +/Limits [(chapter.13) (chapter.6)] +>> endobj +2954 0 obj << +/Names [(chapter.7) 674 0 R (chapter.8) 730 0 R (chapter.9) 878 0 R (figure.8.1) 2280 0 R (figure.8.2) 2287 0 R (figure.A.1) 2654 0 R] +/Limits [(chapter.7) (figure.A.1)] +>> endobj +2955 0 obj << +/Names [(lstlisting.12.-1) 2492 0 R (lstlisting.12.-2) 2527 0 R (lstlisting.12.-3) 2550 0 R (lstlisting.12.-4) 2580 0 R (lstlisting.12.-5) 2596 0 R (lstnumber.-1.1) 2493 0 R] +/Limits [(lstlisting.12.-1) (lstnumber.-1.1)] +>> endobj +2956 0 obj << +/Names [(lstnumber.-1.10) 2509 0 R (lstnumber.-1.11) 2510 0 R (lstnumber.-1.12) 2511 0 R (lstnumber.-1.13) 2512 0 R (lstnumber.-1.14) 2513 0 R (lstnumber.-1.15) 2514 0 R] +/Limits [(lstnumber.-1.10) (lstnumber.-1.15)] +>> endobj +2957 0 obj << +/Names [(lstnumber.-1.16) 2515 0 R (lstnumber.-1.17) 2516 0 R (lstnumber.-1.18) 2518 0 R (lstnumber.-1.19) 2519 0 R (lstnumber.-1.2) 2495 0 R (lstnumber.-1.20) 2520 0 R] +/Limits [(lstnumber.-1.16) (lstnumber.-1.20)] +>> endobj +2958 0 obj << +/Names [(lstnumber.-1.21) 2521 0 R (lstnumber.-1.22) 2522 0 R (lstnumber.-1.23) 2523 0 R (lstnumber.-1.24) 2524 0 R (lstnumber.-1.25) 2525 0 R (lstnumber.-1.26) 2526 0 R] +/Limits [(lstnumber.-1.21) (lstnumber.-1.26)] +>> endobj +2959 0 obj << +/Names [(lstnumber.-1.3) 2502 0 R (lstnumber.-1.4) 2503 0 R (lstnumber.-1.5) 2504 0 R (lstnumber.-1.6) 2505 0 R (lstnumber.-1.7) 2506 0 R (lstnumber.-1.8) 2507 0 R] +/Limits [(lstnumber.-1.3) (lstnumber.-1.8)] +>> endobj +2960 0 obj << +/Names [(lstnumber.-1.9) 2508 0 R (lstnumber.-2.1) 2533 0 R (lstnumber.-2.10) 2542 0 R (lstnumber.-2.11) 2543 0 R (lstnumber.-2.12) 2544 0 R (lstnumber.-2.13) 2545 0 R] +/Limits [(lstnumber.-1.9) (lstnumber.-2.13)] +>> endobj +2961 0 obj << +/Names [(lstnumber.-2.14) 2546 0 R (lstnumber.-2.2) 2534 0 R (lstnumber.-2.3) 2535 0 R (lstnumber.-2.4) 2536 0 R (lstnumber.-2.5) 2537 0 R (lstnumber.-2.6) 2538 0 R] +/Limits [(lstnumber.-2.14) (lstnumber.-2.6)] +>> endobj +2962 0 obj << +/Names [(lstnumber.-2.7) 2539 0 R (lstnumber.-2.8) 2540 0 R (lstnumber.-2.9) 2541 0 R (lstnumber.-3.1) 2551 0 R (lstnumber.-3.10) 2560 0 R (lstnumber.-3.11) 2561 0 R] +/Limits [(lstnumber.-2.7) (lstnumber.-3.11)] +>> endobj +2963 0 obj << +/Names [(lstnumber.-3.12) 2562 0 R (lstnumber.-3.13) 2563 0 R (lstnumber.-3.14) 2564 0 R (lstnumber.-3.15) 2565 0 R (lstnumber.-3.16) 2566 0 R (lstnumber.-3.17) 2567 0 R] +/Limits [(lstnumber.-3.12) (lstnumber.-3.17)] +>> endobj +2964 0 obj << +/Names [(lstnumber.-3.18) 2568 0 R (lstnumber.-3.19) 2573 0 R (lstnumber.-3.2) 2552 0 R (lstnumber.-3.20) 2574 0 R (lstnumber.-3.21) 2575 0 R (lstnumber.-3.22) 2576 0 R] +/Limits [(lstnumber.-3.18) (lstnumber.-3.22)] +>> endobj +2965 0 obj << +/Names [(lstnumber.-3.23) 2577 0 R (lstnumber.-3.24) 2578 0 R (lstnumber.-3.25) 2579 0 R (lstnumber.-3.3) 2553 0 R (lstnumber.-3.4) 2554 0 R (lstnumber.-3.5) 2555 0 R] +/Limits [(lstnumber.-3.23) (lstnumber.-3.5)] +>> endobj +2966 0 obj << +/Names [(lstnumber.-3.6) 2556 0 R (lstnumber.-3.7) 2557 0 R (lstnumber.-3.8) 2558 0 R (lstnumber.-3.9) 2559 0 R (lstnumber.-4.1) 2581 0 R (lstnumber.-4.10) 2590 0 R] 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(lstnumber.-5.19)] +>> endobj +2971 0 obj << +/Names [(lstnumber.-5.2) 2598 0 R (lstnumber.-5.20) 2620 0 R (lstnumber.-5.3) 2599 0 R (lstnumber.-5.4) 2600 0 R (lstnumber.-5.5) 2601 0 R (lstnumber.-5.6) 2602 0 R] +/Limits [(lstnumber.-5.2) (lstnumber.-5.6)] +>> endobj +2972 0 obj << +/Names [(lstnumber.-5.7) 2603 0 R (lstnumber.-5.8) 2604 0 R (lstnumber.-5.9) 2605 0 R (page.1) 1364 0 R (page.10) 1753 0 R (page.100) 2344 0 R] +/Limits [(lstnumber.-5.7) (page.100)] +>> endobj +2973 0 obj << +/Names [(page.101) 2349 0 R (page.102) 2353 0 R (page.103) 2358 0 R (page.104) 2364 0 R (page.105) 2370 0 R (page.106) 2380 0 R] +/Limits [(page.101) (page.106)] +>> endobj +2974 0 obj << +/Names [(page.107) 2389 0 R (page.108) 2395 0 R (page.109) 2400 0 R (page.11) 1784 0 R (page.110) 2409 0 R (page.111) 2413 0 R] +/Limits [(page.107) (page.111)] +>> endobj +2975 0 obj << +/Names [(page.112) 2417 0 R (page.113) 2421 0 R (page.114) 2425 0 R (page.115) 2430 0 R (page.116) 2434 0 R (page.117) 2438 0 R] 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+/Names [(page.145) 2722 0 R (page.146) 2747 0 R (page.147) 2760 0 R (page.148) 2769 0 R (page.149) 2773 0 R (page.15) 1843 0 R] +/Limits [(page.145) (page.15)] +>> endobj +2982 0 obj << +/Names [(page.150) 2777 0 R (page.151) 2782 0 R (page.152) 2788 0 R (page.153) 2792 0 R (page.154) 2796 0 R (page.155) 2800 0 R] +/Limits [(page.150) (page.155)] +>> endobj +2983 0 obj << +/Names [(page.156) 2804 0 R (page.157) 2809 0 R (page.158) 2813 0 R (page.159) 2817 0 R (page.16) 1847 0 R (page.160) 2821 0 R] +/Limits [(page.156) (page.160)] +>> endobj +2984 0 obj << +/Names [(page.161) 2825 0 R (page.162) 2830 0 R (page.163) 2841 0 R (page.164) 2846 0 R (page.165) 2855 0 R (page.166) 2859 0 R] +/Limits [(page.161) (page.166)] +>> endobj +2985 0 obj << +/Names [(page.167) 2863 0 R (page.168) 2867 0 R (page.169) 2872 0 R (page.17) 1853 0 R (page.170) 2876 0 R (page.171) 2881 0 R] +/Limits [(page.167) (page.171)] +>> endobj +2986 0 obj << +/Names [(page.18) 1857 0 R (page.19) 1862 0 R (page.2) 1449 0 R (page.20) 1866 0 R (page.21) 1870 0 R (page.22) 1874 0 R] +/Limits [(page.18) (page.22)] +>> endobj +2987 0 obj << +/Names [(page.23) 1878 0 R (page.24) 1883 0 R (page.25) 1889 0 R (page.26) 1898 0 R (page.27) 1904 0 R (page.28) 1911 0 R] +/Limits [(page.23) (page.28)] +>> endobj +2988 0 obj << +/Names [(page.29) 1919 0 R (page.3) 1494 0 R (page.30) 1925 0 R (page.31) 1930 0 R (page.32) 1935 0 R (page.33) 1940 0 R] +/Limits [(page.29) (page.33)] +>> endobj +2989 0 obj << +/Names [(page.34) 1949 0 R (page.35) 1955 0 R (page.36) 1959 0 R (page.37) 1964 0 R (page.38) 1970 0 R (page.39) 1974 0 R] +/Limits [(page.34) (page.39)] +>> endobj +2990 0 obj << +/Names [(page.4) 1535 0 R (page.40) 1978 0 R (page.41) 1982 0 R (page.42) 1986 0 R (page.43) 1993 0 R (page.44) 1999 0 R] +/Limits [(page.4) (page.44)] +>> endobj +2991 0 obj << +/Names [(page.45) 2003 0 R (page.46) 2007 0 R (page.47) 2011 0 R (page.48) 2015 0 R (page.49) 2020 0 R (page.5) 1578 0 R] +/Limits [(page.45) (page.5)] +>> endobj +2992 0 obj << +/Names [(page.50) 2026 0 R (page.51) 2031 0 R (page.52) 2036 0 R (page.53) 2040 0 R (page.54) 2044 0 R (page.55) 2049 0 R] +/Limits [(page.50) (page.55)] +>> endobj +2993 0 obj << +/Names [(page.56) 2053 0 R (page.57) 2059 0 R (page.58) 2063 0 R (page.59) 2067 0 R (page.6) 1621 0 R (page.60) 2071 0 R] +/Limits [(page.56) (page.60)] +>> endobj +2994 0 obj << +/Names [(page.61) 2076 0 R (page.62) 2085 0 R (page.63) 2093 0 R (page.64) 2097 0 R (page.65) 2101 0 R (page.66) 2105 0 R] +/Limits [(page.61) (page.66)] +>> endobj +2995 0 obj << +/Names [(page.67) 2116 0 R (page.68) 2122 0 R (page.69) 2127 0 R (page.7) 1665 0 R (page.70) 2131 0 R (page.71) 2136 0 R] +/Limits [(page.67) (page.71)] +>> endobj +2996 0 obj << +/Names [(page.72) 2143 0 R (page.73) 2151 0 R (page.74) 2156 0 R (page.75) 2160 0 R (page.76) 2172 0 R (page.77) 2177 0 R] +/Limits [(page.72) (page.77)] +>> endobj +2997 0 obj << +/Names [(page.78) 2183 0 R (page.79) 2193 0 R (page.8) 1705 0 R (page.80) 2202 0 R (page.81) 2208 0 R (page.82) 2216 0 R] +/Limits [(page.78) (page.82)] +>> endobj +2998 0 obj << +/Names [(page.83) 2225 0 R (page.84) 2233 0 R (page.85) 2238 0 R (page.86) 2244 0 R (page.87) 2254 0 R (page.88) 2262 0 R] +/Limits [(page.83) (page.88)] +>> endobj +2999 0 obj << +/Names [(page.89) 2266 0 R (page.9) 1748 0 R (page.90) 2271 0 R (page.91) 2279 0 R (page.92) 2286 0 R (page.93) 2296 0 R] +/Limits [(page.89) (page.93)] +>> endobj +3000 0 obj << +/Names [(page.94) 2303 0 R (page.95) 2311 0 R (page.96) 2315 0 R (page.97) 2322 0 R (page.98) 2326 0 R (page.99) 2337 0 R] +/Limits [(page.94) (page.99)] +>> endobj +3001 0 obj << +/Names [(section*.10) 766 0 R (section*.11) 770 0 R (section*.12) 774 0 R (section*.13) 778 0 R (section*.14) 790 0 R (section*.15) 794 0 R] +/Limits [(section*.10) (section*.15)] +>> endobj +3002 0 obj << +/Names [(section*.16) 798 0 R (section*.17) 1022 0 R (section*.18) 1026 0 R (section*.3) 358 0 R (section*.4) 362 0 R (section*.5) 606 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0 R (table.A.5) 1808 0 R (table.F.1) 1809 0 R] +/Limits [(table.A.1) (table.F.1)] +>> endobj +3058 0 obj << +/Names [(table.G.1) 1810 0 R (table.G.2) 1811 0 R (table.G.3) 1819 0 R (table.G.4) 1820 0 R (table.I.1) 1821 0 R] +/Limits [(table.G.1) (table.I.1)] +>> endobj +3059 0 obj << +/Kids [2923 0 R 2924 0 R 2925 0 R 2926 0 R 2927 0 R 2928 0 R] +/Limits [(Doc-Start) (Item.118)] +>> endobj +3060 0 obj << +/Kids [2929 0 R 2930 0 R 2931 0 R 2932 0 R 2933 0 R 2934 0 R] +/Limits [(Item.119) (Item.150)] +>> endobj +3061 0 obj << +/Kids [2935 0 R 2936 0 R 2937 0 R 2938 0 R 2939 0 R 2940 0 R] +/Limits [(Item.151) (Item.47)] +>> endobj +3062 0 obj << +/Kids [2941 0 R 2942 0 R 2943 0 R 2944 0 R 2945 0 R 2946 0 R] +/Limits [(Item.48) (Item.8)] +>> endobj +3063 0 obj << +/Kids [2947 0 R 2948 0 R 2949 0 R 2950 0 R 2951 0 R 2952 0 R] +/Limits [(Item.80) (chapter.12)] +>> endobj +3064 0 obj << +/Kids [2953 0 R 2954 0 R 2955 0 R 2956 0 R 2957 0 R 2958 0 R] +/Limits [(chapter.13) (lstnumber.-1.26)] +>> 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+ /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page67': class PDFPage +239 0 obj +% Page dictionary +<< /Contents 776 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page68': class PDFPage +240 0 obj +% Page dictionary +<< /Contents 777 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page69': class PDFPage +241 0 obj +% Page dictionary +<< /Contents 778 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page70': class PDFPage +242 0 obj +% Page dictionary +<< 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/ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page75': class PDFPage +253 0 obj +% Page dictionary +<< /Contents 784 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page76': class PDFPage +254 0 obj +% Page dictionary +<< /Contents 785 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page77': class PDFPage +255 0 obj +% Page dictionary +<< /Contents 786 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page78': class PDFPage +256 0 obj +% Page dictionary +<< /Contents 787 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Annot.NUMBER176': class PDFDictionary +257 0 obj +<< /A << /S /URI + /Type /Action + /URI (http://docs.python.org/dev/3.0/library/zipfile.html) >> + /Border [ 0 + 0 + 0 ] + /Rect [ 359.1565 + 240.3492 + 514.7457 + 255.3492 ] + /Subtype /Link + /Type /Annot >> +endobj +% 'Annot.NUMBER177': class PDFDictionary +258 0 obj +<< /A << /S /URI + /Type /Action + /URI (http://docs.python.org/dev/3.0/library/zipfile.html) >> + /Border [ 0 + 0 + 0 ] + /Rect [ 62.69291 + 225.3492 + 168.3829 + 240.3492 ] + /Subtype /Link + /Type /Annot >> +endobj +% 'Page79': class PDFPage +259 0 obj +% Page dictionary +<< /Annots [ 257 0 R + 258 0 R ] + /Contents 788 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Annot.NUMBER178': class PDFDictionary +260 0 obj +<< /A << /S /URI + /Type /Action + /URI (http://www.swaroopch.com/mediawiki/index.php?oldid=1395) >> + /Border [ 0 + 0 + 0 ] + /Rect [ 95.58354 + 391.6955 + 347.8765 + 403.6955 ] + /Subtype /Link + /Type /Annot >> +endobj +% 'Page80': class PDFPage +261 0 obj +% Page dictionary +<< /Annots [ 260 0 R ] + /Contents 789 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page81': class PDFPage +262 0 obj +% Page dictionary +<< /Contents 790 0 R + /MediaBox [ 0 + 0 + 595.2756 + 841.8898 ] + /Parent 709 0 R + /Resources << /Font 1 0 R + /ProcSet [ /PDF + /Text + /ImageB + /ImageC + /ImageI ] >> + /Rotate 0 + /Trans << >> + /Type /Page >> +endobj +% 'Page82': class PDFPage +263 0 obj +% Page dictionary +<< /Contents 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMTT12) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch true def +end readonly def +/FontName /CMTT12 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 67 /C put +dup 71 /G put +dup 72 /H put +dup 76 /L put +dup 77 /M put +dup 78 /N put +dup 79 /O put +dup 84 /T put +dup 97 /a put +dup 100 /d put +dup 101 /e put +dup 102 /f put +dup 103 /g put +dup 104 /h put +dup 105 /i put +dup 107 /k put +dup 108 /l put +dup 109 /m put +dup 110 /n put +dup 111 /o put +dup 112 /p put +dup 114 /r put +dup 115 /s put +dup 116 /t put +dup 117 /u put +dup 119 /w put +readonly def +/FontBBox{-1 -234 524 695}readonly def +/UniqueXX 5000833 def +currentdict end +currentfile eexec +9b9c1569015f2c1d2bf560f4c0d52257bacdd6500abda5ed9835f6a016cfc8f0 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(C) 1997 American Mathematical Society. All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMR8) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMR8 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 174 /ff put +dup 34 /quotedblright put +dup 44 /comma put +dup 45 /hyphen put +dup 46 /period put +dup 65 /A put +dup 70 /F put +dup 71 /G put +dup 77 /M put +dup 78 /N put +dup 83 /S put +dup 92 /quotedblleft put +dup 97 /a put +dup 98 /b put +dup 99 /c put +dup 100 /d put +dup 101 /e put +dup 102 /f put +dup 103 /g put +dup 104 /h put +dup 105 /i put +dup 107 /k put +dup 108 /l put +dup 109 /m put +dup 110 /n put +dup 111 /o put +dup 112 /p put +dup 114 /r put +dup 115 /s put +dup 116 /t put +dup 117 /u put +dup 118 /v put +dup 119 /w put +dup 120 /x put +readonly def +/FontBBox{-36 -250 1070 750}readonly def 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.100) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMMI7) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle -14.04 def +/isFixedPitch false def +end readonly def +/FontName /CMMI7 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 174 /alpha put +dup 188 /pi put +dup 101 /e put +dup 120 /x put +readonly def +/FontBBox{0 -250 1171 750}readonly def +/UniqueXX 5087382 def +currentdict end +currentfile eexec +80347982ab3942d930e069a70d0d48311d725e830d1c76fba12e12486e989c98 +74c2b527f0925722787027f44470d484262c360cdfdddf3657533a57bb16f730 +48bfbbfcb73a650484015441fdc837add94ac8fbd2022e3ec8f115d4b4bb7b7f +15388f22cc6198efe768bd9fceb3446ee4a8dc27d6cd152485384ef5f59381ff +da43f2d20c8fb08aa27ab2015b774db10dacfdcd33e60f178c461553146ab427 +bdd7da12534ba078ad3d780414930f01bdaae649990604a33aa9eaffbe5b5489 +e5c7c9ff9d9be01b08220832c41caac64816b53bbc087ae4b621d2b44b21ae5e +3f7fe4ddb05c675abfe30510eee4a7c874bb57b2ffe521a6875eddfdfd18c781 +25bfca5a097aad361dd94df46f14026c25ea988194899b95001209cb7009cead +4b4ea03473ea120e7a7e341d4e3926796347fdb3a124c29660ac09f4648b313c +b58e824884382f24ce08d2edc686923acace1201c16a07a42803288cd0b946f7 +546510e95b1fa1cc96f0bf72aa823d8e83d7c68c752c82a54c752eed2b1e699d +e9db1830272ffbf2f4996ccc2d6fe2ae272798989525ef3b67b0d09bffcef749 +a805e5f76578222b9c4a8a09b13189a16ab746ddef7875f1ecf83e568f493d82 +ff729baa1e0834dbec30a35d3c49c9b10c5e1d90c6e3c8fb737df5ceb3299d96 +0fb79632f91f257753b4d2e34e3f54a26c7b950981fb7fe4dee3315db63e75b0 +24b4d318baec8aac9cde186f6d65767df1dba35124287c2e805bc660a3a22772 +0ae4fa097f1d75107441c0a0fbb9eec17d5516fa03b98756b7df7ac7eff9c7a2 +364b9f691ed5cb692dfff9dd80c761e9c4d5d6061782b327302c053ce1cd09ba +0605ebf761cf9b730524e1994e7dfaa956799d522ec53d5acba27a35c4d28279 +617771938ece58c5ab664aa00c1bc4efba2d15504247a68e3af0f9bd59a387b3 +80db88cca083b06f5af70d768d1699826fb12ce12efc2b4c70923e052dbb964f +5fa957c3ce225c0fda64d9b5321ee1ade207c1cc93105096cc73118f4082594c +8ecddeb0d7bfde6f70bc62f10407c26a476ed88be7999d64a15912493829a9de +62c71f5a34fbf5a843e311873cd98817dc9f8a4aeb7e0738b5de10043f5cfea7 +14784c4fe6a8366586afac2d60fa6428ed028beeba07a6c9d5f02b3d6d1c0fb8 +c9096cc296daae9a6ea3edeb8f09b18797be115e4f27b04e2d75765248d655c2 +a73bfe8c7a7419c6a952bf85aa8638063ca83c87a73f5ad05ca91a89e76e9d8e +103a7e47021c2cd3b7ec903c52e9203478da7c3bbc291d4494cea0878e39ff33 +a16f2d532d4a00b9c8a202ee1f24b8946fec38b8f32631b164a53bc73f5534fa +b1afbc2fa76b952b44ed33ccf68a9d2c153d3b2c528f16df435a013504ce1dc6 +d80354491558ef5c366fd3b6b945e29cc76d8f76be789fae8cd1969e03aa54c8 +07409240ad0db41ee7502c0dd0e1e7622f1c7d5cde404b96cfebad08c084b445 +bf1b8be54bad28781d2b60c6f2d9de90c76809ea96ca5c107f93f840f0fb4a80 +4a36093ef64148ad34f061b6676589a5c9f25248d512643972e8754688175f2d +013b8220f2bcbff29159815c80acbbbe923d21ca9141ea112a43f6081c1bc08a +169e182248ecd6fb8b18af16a900e7b14cb19c4191ab4f6dc7e24bb885a9ba92 +4735bd0cdd5feba298449bcd2a382a4aaa8d27a3364ec5d9b841be62cad78408 +224666bf66f2f8eeb7a648becd58f981fc0227e8c6e7cd90cd4c645c3b1c2a68 +9a91af79efdaaa97d301daf77f52f7281f5e6b20f0d7b8b23d2ba32df8b71ee6 +65034fafedc58c9f0e8813a3d81d174b9f22fb998be32ee0a4a2f27c8fac032d +9fa22e50bf11bab0bee316809265a3841860106332290eece2cd1abe3fe87817 +9c443b824d12c7d098ab67217d8c1a21d2bb4d37d893e7f639c88866561c7f0b +f63636d9824a67a17eb4c23b322a7236e04586b1531c39161317e8fcd4c1bf52 +72ee0ba619a060fdc96c6768814501d6f22b593be7c31952dae1c70681e2b804 +bb549c7f7c2b880a5e63541112efd5c0d6e9dc349c544e3d79d8de88663ce0a5 +367354e93e51cf53e85cc7fcb8b2286fed895af8ffc9c5b734316088b073c005 +a56b880793e2075e3a48dcbdb19811c0a2022a5f631003f7870b3e4b5740f257 +2e552503e16d7fc1bb02b8bb55d7fac53007826e8a35ea831fa1ae6c94fc1762 +2c210d6b50987a83aec6601469ce8438206d9bd3b346d8bf38ec3087f6eca7e3 +98e149b6f862427a736ae23a335d6482c3de69522fc3ba502654e8593eeee086 +15428b07b66007221eafc4015cee80ee308ad81bae57626989641875c71d7b4e +80e64db365dd952d1ee19d636d9732515da989f69a65f5ee1039145a31af6f89 +d9ecf899a7cfb1c1addb95178d3ddf8ee99eb0819d6dc6c435 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +0000000000000000000000000000000000000000000000000000000000000000 +cleartomark + +%%EndFont +%%BeginFont: CMEX10 +%!PS-AdobeFont-1.1: CMEX10 1.00 +%%CreationDate: 1992 Jul 23 21:22:48 + +% Copyright (C) 1997 American Mathematical Society. All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.00) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.00B) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.00B) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMTI10) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle -14.04 def +/isFixedPitch false def +end readonly def +/FontName /CMTI10 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 183 /caron put +dup 188 /germandbls put +dup 39 /quoteright put +dup 40 /parenleft put +dup 41 /parenright put +dup 44 /comma put +dup 45 /hyphen put +dup 46 /period put +dup 48 /zero put +dup 49 /one put +dup 50 /two put +dup 51 /three put +dup 52 /four put +dup 53 /five put +dup 54 /six put +dup 57 /nine put +dup 58 /colon put +dup 63 /question put +dup 65 /A put +dup 66 /B put +dup 67 /C put +dup 68 /D put +dup 69 /E put +dup 70 /F put +dup 71 /G put +dup 72 /H put +dup 73 /I put +dup 74 /J put +dup 75 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMR6) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMR6 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 49 /one put +dup 65 /A put +dup 196 /dieresis put +readonly def +/FontBBox{-20 -250 1193 750}readonly def +/UniqueXX 5000789 def +currentdict end +currentfile eexec +9b9c1569015f2c1d2bf560f4c0d52257bacdd6500abda5ed9835f6a016cfc8f0 +0b6c052ed76a87856b50f4d80dfaeb508c97f8281f3f88b17e4d3b90c0f65ec3 +79791aacdc162a66cbbc5be2f53aad8de72dd113b55a022fbfee658cb95f5bb3 +2ba0357b5e050fddf264a07470bef1c52119b6fbd5c77ebed964ac5a2bbec9d8 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMTT9) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch true def +end readonly def +/FontName /CMTT9 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /arrowup put +dup 175 /arrowdown put +dup 176 /quotesingle put +dup 177 /exclamdown put +dup 178 /questiondown put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 46 /period put +dup 47 /slash put +dup 58 /colon put +dup 99 /c put +dup 103 /g put +dup 104 /h put +dup 105 /i put +dup 107 /k put +dup 109 /m put +dup 110 /n put +dup 111 /o put +dup 112 /p put +dup 114 /r put +dup 116 /t put +dup 117 /u put +dup 119 /w put +dup 121 /y put +dup 196 /dieresis put +readonly def +/FontBBox{-6 -233 542 698}readonly def +/UniqueXX 5000831 def +currentdict end +currentfile eexec 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMBX9) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Bold) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMBX9 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 48 /zero put +dup 50 /two put +dup 58 /colon put +dup 65 /A put +dup 105 /i put +dup 108 /l put +dup 112 /p put +dup 114 /r put +dup 196 /dieresis put +readonly def +/FontBBox{-58 -250 1195 750}readonly def +/UniqueXX 5000767 def +currentdict end +currentfile eexec +9b9c1569015f2c1d2bf560f4c0d52257bacdd6500abda5ed9835f6a016cfc8f0 +0b6c052ed76a87856b50f4d80dfaeb508c97f8281f3f88b17e4d3b90c0f65ec3 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMSY9) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle -14.035 def +/isFixedPitch false def +end readonly def +/FontName /CMSY9 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /minus put +dup 174 /circledivide put +dup 175 /circledot put +dup 176 /circlecopyrt put +dup 177 /openbullet put +dup 178 /bullet put +dup 179 /equivasymptotic put +dup 183 /lessequal put +dup 188 /approxequal put +dup 196 /spade put +readonly def +/FontBBox{-30 -958 1146 777}readonly def +/UniqueXX 5000819 def +currentdict end +currentfile eexec +9b9c1569015f2c1d2bf560f4c0d52257bac8ced9b09a275ab231194ecf829352 +05826f4e975dcecec72b2cf3a18899ccde1fd935d09d813b096cc6b83cdf4f23 +b9a60db41f9976ac333263c908dcefcdbd4c8402ed00a36e7487634d089fd45a +f4a38a56a4412c3b0baffaeb717bf0de9ffb7a8460bf475a6718b0c73c571145 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMR9) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMR9 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 34 /quotedblright put +dup 39 /quoteright put +dup 40 /parenleft put +dup 41 /parenright put +dup 44 /comma put +dup 45 /hyphen put +dup 46 /period put +dup 47 /slash put +dup 48 /zero put +dup 49 /one put +dup 50 /two put +dup 51 /three put +dup 52 /four put +dup 53 /five put +dup 54 /six put +dup 55 /seven put +dup 56 /eight put +dup 57 /nine put +dup 58 /colon put +dup 59 /semicolon put +dup 65 /A put +dup 66 /B put +dup 67 /C put +dup 68 /D 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1997 American Mathematical Society. All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMR12) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMR12 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 65 /A put +dup 67 /C put +dup 68 /D put +dup 69 /E put +dup 71 /G put +dup 74 /J put +dup 77 /M put +dup 80 /P put +dup 84 /T put +dup 97 /a put +dup 101 /e put +dup 104 /h put +dup 105 /i put +dup 107 /k put +dup 108 /l put +dup 110 /n put +dup 111 /o put +dup 114 /r put +dup 115 /s put +dup 119 /w put +dup 121 /y put +dup 196 /dieresis put +readonly def +/FontBBox{-34 -251 988 750}readonly def +/UniqueXX 5000794 def +currentdict end 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.00B) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMBX10) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Bold) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMBX10 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 40 /parenleft put +dup 41 /parenright put +dup 44 /comma put +dup 45 /hyphen put +dup 46 /period put +dup 48 /zero put +dup 49 /one put +dup 50 /two put +dup 51 /three put +dup 52 /four put +dup 53 /five put +dup 54 /six put +dup 55 /seven put +dup 56 /eight put +dup 57 /nine put +dup 58 /colon put +dup 63 /question put +dup 65 /A put +dup 66 /B put +dup 67 /C put +dup 68 /D put +dup 69 /E put +dup 70 /F put +dup 71 /G put +dup 72 /H put +dup 73 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All Rights Reserved. + +11 dict begin +/FontInfo 7 dict dup begin +/version (1.0) readonly def +/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def +/FullName (CMR17) readonly def +/FamilyName (Computer Modern) readonly def +/Weight (Medium) readonly def +/ItalicAngle 0 def +/isFixedPitch false def +end readonly def +/FontName /CMR17 def +/PaintType 0 def +/FontType 1 def +/FontMatrix [0.001 0 0 0.001 0 0] readonly def +/Encoding 256 array +0 1 255 {1 index exch /.notdef put} for +dup 161 /Gamma put +dup 174 /ff put +dup 175 /fi put +dup 176 /fl put +dup 177 /ffi put +dup 178 /ffl put +dup 179 /dotlessi put +dup 183 /caron put +dup 188 /germandbls put +dup 67 /C put +dup 72 /H put +dup 76 /L put +dup 80 /P put +dup 83 /S put +dup 84 /T put +dup 97 /a put +dup 99 /c put +dup 101 /e put +dup 103 /g put +dup 104 /h put +dup 105 /i put +dup 107 /k put +dup 109 /m put +dup 110 /n put +dup 111 /o put +dup 112 /p put +dup 114 /r put +dup 115 /s put +dup 116 /t put +dup 117 /u put +dup 119 /w put +dup 121 /y put +dup 196 /dieresis put +readonly def +/FontBBox{-33 -250 945 749}readonly def +/UniqueXX 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+/Type /Pages +/Count 6 +/Parent 2067 0 R +/Kids [963 0 R 990 0 R 1017 0 R 1028 0 R 1051 0 R 1059 0 R] +>> endobj +1066 0 obj << +/Type /Pages +/Count 6 +/Parent 2067 0 R +/Kids [1063 0 R 1068 0 R 1080 0 R 1088 0 R 1092 0 R 1096 0 R] +>> endobj +1111 0 obj << +/Type /Pages +/Count 6 +/Parent 2067 0 R +/Kids [1105 0 R 1113 0 R 1123 0 R 1128 0 R 1136 0 R 1140 0 R] +>> endobj +1152 0 obj << +/Type /Pages +/Count 6 +/Parent 2067 0 R +/Kids [1148 0 R 1154 0 R 1162 0 R 1168 0 R 1172 0 R 1177 0 R] +>> endobj +1184 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1181 0 R 1186 0 R 1194 0 R 1202 0 R 1209 0 R 1217 0 R] +>> endobj +1224 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1221 0 R 1226 0 R 1234 0 R 1238 0 R 1246 0 R 1250 0 R] +>> endobj +1265 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1262 0 R 1267 0 R 1275 0 R 1279 0 R 1289 0 R 1298 0 R] +>> endobj +1321 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1314 0 R 1323 0 R 1327 0 R 1331 0 R 1338 0 R 1342 0 R] +>> endobj +1356 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1351 0 R 1358 0 R 1368 0 R 1372 0 R 1376 0 R 1389 0 R] +>> endobj +1396 0 obj << +/Type /Pages +/Count 6 +/Parent 2068 0 R +/Kids [1393 0 R 1398 0 R 1404 0 R 1408 0 R 1412 0 R 1420 0 R] +>> endobj +1428 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1425 0 R 1430 0 R 1434 0 R 1438 0 R 1442 0 R 1467 0 R] +>> endobj +1492 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1485 0 R 1494 0 R 1498 0 R 1502 0 R 1511 0 R 1520 0 R] +>> endobj +1531 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1528 0 R 1533 0 R 1537 0 R 1541 0 R 1545 0 R 1549 0 R] +>> endobj +1559 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1555 0 R 1561 0 R 1565 0 R 1572 0 R 1581 0 R 1587 0 R] +>> endobj +1604 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1601 0 R 1606 0 R 1610 0 R 1619 0 R 1623 0 R 1635 0 R] +>> endobj +1644 0 obj << +/Type /Pages +/Count 6 +/Parent 2069 0 R +/Kids [1641 0 R 1646 0 R 1650 0 R 1654 0 R 1658 0 R 1671 0 R] +>> endobj +1683 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1675 0 R 1685 0 R 1689 0 R 1699 0 R 1703 0 R 1707 0 R] +>> endobj +1717 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1711 0 R 1719 0 R 1723 0 R 1741 0 R 1752 0 R 1756 0 R] +>> endobj +1768 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1760 0 R 1770 0 R 1774 0 R 1778 0 R 1782 0 R 1786 0 R] +>> endobj +1804 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1793 0 R 1806 0 R 1810 0 R 1818 0 R 1822 0 R 1826 0 R] +>> endobj +1833 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1830 0 R 1835 0 R 1839 0 R 1843 0 R 1847 0 R 1854 0 R] +>> endobj +1866 0 obj << +/Type /Pages +/Count 6 +/Parent 2070 0 R +/Kids [1863 0 R 1872 0 R 1881 0 R 1897 0 R 1901 0 R 1905 0 R] +>> endobj +1920 0 obj << +/Type /Pages +/Count 6 +/Parent 2071 0 R +/Kids [1913 0 R 1922 0 R 1926 0 R 1930 0 R 1938 0 R 1942 0 R] +>> endobj +1958 0 obj << +/Type /Pages +/Count 6 +/Parent 2071 0 R +/Kids [1951 0 R 1960 0 R 1968 0 R 1972 0 R 1980 0 R 1989 0 R] +>> endobj +2004 0 obj << +/Type /Pages +/Count 6 +/Parent 2071 0 R +/Kids [1999 0 R 2006 0 R 2010 0 R 2014 0 R 2019 0 R 2023 0 R] +>> endobj +2030 0 obj << +/Type /Pages +/Count 3 +/Parent 2071 0 R +/Kids [2027 0 R 2032 0 R 2036 0 R] +>> endobj +2067 0 obj << +/Type /Pages +/Count 36 +/Parent 2072 0 R +/Kids [730 0 R 935 0 R 986 0 R 1066 0 R 1111 0 R 1152 0 R] +>> endobj +2068 0 obj << +/Type /Pages +/Count 36 +/Parent 2072 0 R +/Kids [1184 0 R 1224 0 R 1265 0 R 1321 0 R 1356 0 R 1396 0 R] +>> endobj +2069 0 obj << +/Type /Pages +/Count 36 +/Parent 2072 0 R +/Kids [1428 0 R 1492 0 R 1531 0 R 1559 0 R 1604 0 R 1644 0 R] +>> endobj +2070 0 obj << +/Type /Pages +/Count 36 +/Parent 2072 0 R +/Kids [1683 0 R 1717 0 R 1768 0 R 1804 0 R 1833 0 R 1866 0 R] +>> endobj +2071 0 obj << +/Type /Pages +/Count 21 +/Parent 2072 0 R +/Kids [1920 0 R 1958 0 R 2004 0 R 2030 0 R] +>> endobj +2072 0 obj << +/Type /Pages +/Count 165 +/Kids [2067 0 R 2068 0 R 2069 0 R 2070 0 R 2071 0 R] +>> endobj +2073 0 obj << +/Type /Outlines +/First 3 0 R +/Last 719 0 R +/Count 57 +>> endobj +719 0 obj << +/Title 720 0 R +/A 717 0 R +/Parent 2073 0 R +/Prev 715 0 R +>> endobj +715 0 obj << +/Title 716 0 R +/A 713 0 R +/Parent 2073 0 R +/Prev 711 0 R +/Next 719 0 R +>> endobj +711 0 obj << +/Title 712 0 R +/A 709 0 R +/Parent 2073 0 R +/Prev 703 0 R +/Next 715 0 R +>> endobj +707 0 obj << +/Title 708 0 R +/A 705 0 R +/Parent 703 0 R +>> endobj +703 0 obj << +/Title 704 0 R +/A 701 0 R +/Parent 2073 0 R +/Prev 691 0 R +/Next 711 0 R +/First 707 0 R +/Last 707 0 R +/Count -1 +>> endobj +699 0 obj << +/Title 700 0 R +/A 697 0 R +/Parent 691 0 R +/Prev 695 0 R +>> endobj +695 0 obj << +/Title 696 0 R +/A 693 0 R +/Parent 691 0 R +/Next 699 0 R +>> endobj +691 0 obj << +/Title 692 0 R +/A 689 0 R +/Parent 2073 0 R +/Prev 671 0 R +/Next 703 0 R +/First 695 0 R +/Last 699 0 R +/Count -2 +>> endobj +687 0 obj << +/Title 688 0 R +/A 685 0 R +/Parent 671 0 R +/Prev 683 0 R +>> endobj +683 0 obj << +/Title 684 0 R +/A 681 0 R +/Parent 671 0 R +/Prev 679 0 R +/Next 687 0 R +>> endobj +679 0 obj << +/Title 680 0 R +/A 677 0 R +/Parent 671 0 R +/Prev 675 0 R +/Next 683 0 R +>> endobj +675 0 obj << +/Title 676 0 R +/A 673 0 R +/Parent 671 0 R +/Next 679 0 R +>> endobj +671 0 obj << +/Title 672 0 R +/A 669 0 R +/Parent 2073 0 R +/Prev 647 0 R +/Next 691 0 R +/First 675 0 R +/Last 687 0 R +/Count -4 +>> endobj +667 0 obj << +/Title 668 0 R +/A 665 0 R +/Parent 647 0 R +/Prev 663 0 R +>> endobj +663 0 obj << +/Title 664 0 R +/A 661 0 R +/Parent 647 0 R +/Prev 659 0 R +/Next 667 0 R +>> endobj +659 0 obj << +/Title 660 0 R +/A 657 0 R +/Parent 647 0 R +/Prev 655 0 R +/Next 663 0 R +>> endobj +655 0 obj << +/Title 656 0 R +/A 653 0 R +/Parent 647 0 R +/Prev 651 0 R +/Next 659 0 R +>> endobj +651 0 obj << +/Title 652 0 R +/A 649 0 R +/Parent 647 0 R +/Next 655 0 R +>> endobj +647 0 obj << +/Title 648 0 R +/A 645 0 R +/Parent 2073 0 R +/Prev 627 0 R +/Next 671 0 R +/First 651 0 R +/Last 667 0 R +/Count -5 +>> endobj +643 0 obj << +/Title 644 0 R +/A 641 0 R +/Parent 627 0 R +/Prev 639 0 R +>> endobj +639 0 obj << +/Title 640 0 R +/A 637 0 R +/Parent 627 0 R +/Prev 635 0 R +/Next 643 0 R +>> endobj +635 0 obj << +/Title 636 0 R +/A 633 0 R +/Parent 627 0 R +/Prev 631 0 R +/Next 639 0 R +>> endobj +631 0 obj << +/Title 632 0 R +/A 629 0 R +/Parent 627 0 R +/Next 635 0 R +>> endobj +627 0 obj << +/Title 628 0 R +/A 625 0 R +/Parent 2073 0 R +/Prev 607 0 R +/Next 647 0 R +/First 631 0 R +/Last 643 0 R +/Count -4 +>> endobj +623 0 obj << +/Title 624 0 R +/A 621 0 R +/Parent 607 0 R +/Prev 619 0 R +>> endobj +619 0 obj << +/Title 620 0 R +/A 617 0 R +/Parent 607 0 R +/Prev 615 0 R +/Next 623 0 R +>> endobj +615 0 obj << +/Title 616 0 R +/A 613 0 R +/Parent 607 0 R +/Prev 611 0 R +/Next 619 0 R +>> endobj +611 0 obj << +/Title 612 0 R +/A 609 0 R +/Parent 607 0 R +/Next 615 0 R +>> endobj +607 0 obj << +/Title 608 0 R +/A 605 0 R +/Parent 2073 0 R +/Prev 587 0 R +/Next 627 0 R +/First 611 0 R +/Last 623 0 R +/Count -4 +>> endobj +603 0 obj << +/Title 604 0 R +/A 601 0 R +/Parent 587 0 R +/Prev 599 0 R +>> endobj +599 0 obj << +/Title 600 0 R +/A 597 0 R +/Parent 587 0 R +/Prev 595 0 R +/Next 603 0 R +>> endobj +595 0 obj << +/Title 596 0 R +/A 593 0 R +/Parent 587 0 R +/Prev 591 0 R +/Next 599 0 R +>> endobj +591 0 obj << +/Title 592 0 R +/A 589 0 R +/Parent 587 0 R +/Next 595 0 R +>> endobj +587 0 obj << +/Title 588 0 R +/A 585 0 R +/Parent 2073 0 R +/Prev 579 0 R +/Next 607 0 R +/First 591 0 R +/Last 603 0 R +/Count -4 +>> endobj +583 0 obj << +/Title 584 0 R +/A 581 0 R +/Parent 579 0 R +>> endobj +579 0 obj << +/Title 580 0 R +/A 577 0 R +/Parent 2073 0 R +/Prev 555 0 R +/Next 587 0 R +/First 583 0 R +/Last 583 0 R +/Count -1 +>> endobj +575 0 obj << +/Title 576 0 R +/A 573 0 R +/Parent 555 0 R +/Prev 571 0 R +>> endobj +571 0 obj << +/Title 572 0 R +/A 569 0 R +/Parent 555 0 R +/Prev 567 0 R +/Next 575 0 R +>> endobj +567 0 obj << +/Title 568 0 R +/A 565 0 R +/Parent 555 0 R +/Prev 563 0 R +/Next 571 0 R +>> endobj +563 0 obj << +/Title 564 0 R +/A 561 0 R +/Parent 555 0 R +/Prev 559 0 R +/Next 567 0 R +>> endobj +559 0 obj << +/Title 560 0 R +/A 557 0 R +/Parent 555 0 R +/Next 563 0 R +>> endobj +555 0 obj << +/Title 556 0 R +/A 553 0 R +/Parent 2073 0 R +/Prev 551 0 R +/Next 579 0 R +/First 559 0 R +/Last 575 0 R +/Count -5 +>> endobj +551 0 obj << +/Title 552 0 R +/A 549 0 R +/Parent 2073 0 R +/Prev 539 0 R +/Next 555 0 R +>> endobj +547 0 obj << +/Title 548 0 R +/A 545 0 R +/Parent 539 0 R +/Prev 543 0 R +>> endobj +543 0 obj << +/Title 544 0 R +/A 541 0 R +/Parent 539 0 R +/Next 547 0 R +>> endobj +539 0 obj << +/Title 540 0 R +/A 537 0 R +/Parent 2073 0 R +/Prev 527 0 R +/Next 551 0 R +/First 543 0 R +/Last 547 0 R +/Count -2 +>> endobj +535 0 obj << +/Title 536 0 R +/A 533 0 R +/Parent 527 0 R +/Prev 531 0 R +>> endobj +531 0 obj << +/Title 532 0 R +/A 529 0 R +/Parent 527 0 R +/Next 535 0 R +>> endobj +527 0 obj << +/Title 528 0 R +/A 525 0 R +/Parent 2073 0 R +/Prev 515 0 R +/Next 539 0 R +/First 531 0 R +/Last 535 0 R +/Count -2 +>> endobj +523 0 obj << +/Title 524 0 R +/A 521 0 R +/Parent 515 0 R +/Prev 519 0 R +>> endobj +519 0 obj << +/Title 520 0 R +/A 517 0 R +/Parent 515 0 R +/Next 523 0 R +>> endobj +515 0 obj << +/Title 516 0 R +/A 513 0 R +/Parent 2073 0 R +/Prev 503 0 R +/Next 527 0 R +/First 519 0 R +/Last 523 0 R +/Count -2 +>> endobj +511 0 obj << +/Title 512 0 R +/A 509 0 R +/Parent 503 0 R +/Prev 507 0 R +>> endobj +507 0 obj << +/Title 508 0 R +/A 505 0 R +/Parent 503 0 R +/Next 511 0 R +>> endobj +503 0 obj << +/Title 504 0 R +/A 501 0 R +/Parent 2073 0 R +/Prev 495 0 R +/Next 515 0 R +/First 507 0 R +/Last 511 0 R +/Count -2 +>> endobj +499 0 obj << +/Title 500 0 R +/A 497 0 R +/Parent 495 0 R +>> endobj +495 0 obj << +/Title 496 0 R +/A 493 0 R +/Parent 2073 0 R +/Prev 471 0 R +/Next 503 0 R +/First 499 0 R +/Last 499 0 R +/Count -1 +>> endobj +491 0 obj << +/Title 492 0 R +/A 489 0 R +/Parent 471 0 R +/Prev 487 0 R +>> endobj +487 0 obj << +/Title 488 0 R +/A 485 0 R +/Parent 471 0 R +/Prev 483 0 R +/Next 491 0 R +>> endobj +483 0 obj << +/Title 484 0 R +/A 481 0 R +/Parent 471 0 R +/Prev 479 0 R +/Next 487 0 R +>> endobj +479 0 obj << +/Title 480 0 R +/A 477 0 R +/Parent 471 0 R +/Prev 475 0 R +/Next 483 0 R +>> endobj +475 0 obj << +/Title 476 0 R +/A 473 0 R +/Parent 471 0 R +/Next 479 0 R +>> endobj +471 0 obj << +/Title 472 0 R +/A 469 0 R +/Parent 2073 0 R +/Prev 451 0 R +/Next 495 0 R +/First 475 0 R +/Last 491 0 R +/Count -5 +>> endobj +467 0 obj << +/Title 468 0 R +/A 465 0 R +/Parent 451 0 R +/Prev 463 0 R +>> endobj +463 0 obj << +/Title 464 0 R +/A 461 0 R +/Parent 451 0 R +/Prev 459 0 R +/Next 467 0 R +>> endobj +459 0 obj << +/Title 460 0 R +/A 457 0 R +/Parent 451 0 R +/Prev 455 0 R +/Next 463 0 R +>> endobj +455 0 obj << +/Title 456 0 R +/A 453 0 R +/Parent 451 0 R +/Next 459 0 R +>> endobj +451 0 obj << +/Title 452 0 R +/A 449 0 R +/Parent 2073 0 R +/Prev 439 0 R +/Next 471 0 R +/First 455 0 R +/Last 467 0 R +/Count -4 +>> endobj +447 0 obj << +/Title 448 0 R +/A 445 0 R +/Parent 439 0 R +/Prev 443 0 R +>> endobj +443 0 obj << +/Title 444 0 R +/A 441 0 R +/Parent 439 0 R +/Next 447 0 R +>> endobj +439 0 obj << +/Title 440 0 R +/A 437 0 R +/Parent 2073 0 R +/Prev 431 0 R +/Next 451 0 R +/First 443 0 R +/Last 447 0 R +/Count -2 +>> endobj +435 0 obj << +/Title 436 0 R +/A 433 0 R +/Parent 431 0 R +>> endobj +431 0 obj << +/Title 432 0 R +/A 429 0 R +/Parent 2073 0 R +/Prev 419 0 R +/Next 439 0 R +/First 435 0 R +/Last 435 0 R +/Count -1 +>> endobj +427 0 obj << +/Title 428 0 R +/A 425 0 R +/Parent 419 0 R +/Prev 423 0 R +>> endobj +423 0 obj << +/Title 424 0 R +/A 421 0 R +/Parent 419 0 R +/Next 427 0 R +>> endobj +419 0 obj << +/Title 420 0 R +/A 417 0 R +/Parent 2073 0 R +/Prev 407 0 R +/Next 431 0 R +/First 423 0 R +/Last 427 0 R +/Count -2 +>> endobj +415 0 obj << +/Title 416 0 R +/A 413 0 R +/Parent 407 0 R +/Prev 411 0 R +>> endobj +411 0 obj << +/Title 412 0 R +/A 409 0 R +/Parent 407 0 R +/Next 415 0 R +>> endobj +407 0 obj << +/Title 408 0 R +/A 405 0 R +/Parent 2073 0 R +/Prev 395 0 R +/Next 419 0 R +/First 411 0 R +/Last 415 0 R +/Count -2 +>> endobj +403 0 obj << +/Title 404 0 R +/A 401 0 R +/Parent 395 0 R +/Prev 399 0 R +>> endobj +399 0 obj << +/Title 400 0 R +/A 397 0 R +/Parent 395 0 R +/Next 403 0 R +>> endobj +395 0 obj << +/Title 396 0 R +/A 393 0 R +/Parent 2073 0 R +/Prev 383 0 R +/Next 407 0 R +/First 399 0 R +/Last 403 0 R +/Count -2 +>> endobj +391 0 obj << +/Title 392 0 R +/A 389 0 R +/Parent 383 0 R +/Prev 387 0 R +>> endobj +387 0 obj << +/Title 388 0 R +/A 385 0 R +/Parent 383 0 R +/Next 391 0 R +>> endobj +383 0 obj << +/Title 384 0 R +/A 381 0 R +/Parent 2073 0 R +/Prev 371 0 R +/Next 395 0 R +/First 387 0 R +/Last 391 0 R +/Count -2 +>> endobj +379 0 obj << +/Title 380 0 R +/A 377 0 R +/Parent 371 0 R +/Prev 375 0 R +>> endobj +375 0 obj << +/Title 376 0 R +/A 373 0 R +/Parent 371 0 R +/Next 379 0 R +>> endobj +371 0 obj << +/Title 372 0 R +/A 369 0 R +/Parent 2073 0 R +/Prev 359 0 R +/Next 383 0 R +/First 375 0 R +/Last 379 0 R +/Count -2 +>> endobj +367 0 obj << +/Title 368 0 R +/A 365 0 R +/Parent 359 0 R +/Prev 363 0 R +>> endobj +363 0 obj << +/Title 364 0 R +/A 361 0 R +/Parent 359 0 R +/Next 367 0 R +>> endobj +359 0 obj << +/Title 360 0 R +/A 357 0 R +/Parent 2073 0 R +/Prev 347 0 R +/Next 371 0 R +/First 363 0 R +/Last 367 0 R +/Count -2 +>> endobj +355 0 obj << +/Title 356 0 R +/A 353 0 R +/Parent 347 0 R +/Prev 351 0 R +>> endobj +351 0 obj << +/Title 352 0 R +/A 349 0 R +/Parent 347 0 R +/Next 355 0 R +>> endobj +347 0 obj << +/Title 348 0 R +/A 345 0 R +/Parent 2073 0 R +/Prev 343 0 R +/Next 359 0 R +/First 351 0 R +/Last 355 0 R +/Count -2 +>> endobj +343 0 obj << +/Title 344 0 R +/A 341 0 R +/Parent 2073 0 R +/Prev 331 0 R +/Next 347 0 R +>> endobj +339 0 obj << +/Title 340 0 R +/A 337 0 R +/Parent 331 0 R +/Prev 335 0 R +>> endobj +335 0 obj << +/Title 336 0 R +/A 333 0 R +/Parent 331 0 R +/Next 339 0 R +>> endobj +331 0 obj << +/Title 332 0 R +/A 329 0 R +/Parent 2073 0 R +/Prev 319 0 R +/Next 343 0 R +/First 335 0 R +/Last 339 0 R +/Count -2 +>> endobj +327 0 obj << +/Title 328 0 R +/A 325 0 R +/Parent 319 0 R +/Prev 323 0 R +>> endobj +323 0 obj << +/Title 324 0 R +/A 321 0 R +/Parent 319 0 R +/Next 327 0 R +>> endobj +319 0 obj << +/Title 320 0 R +/A 317 0 R +/Parent 2073 0 R +/Prev 315 0 R +/Next 331 0 R +/First 323 0 R +/Last 327 0 R +/Count -2 +>> endobj +315 0 obj << +/Title 316 0 R +/A 313 0 R +/Parent 2073 0 R +/Prev 307 0 R +/Next 319 0 R +>> endobj +311 0 obj << +/Title 312 0 R +/A 309 0 R +/Parent 307 0 R +>> endobj +307 0 obj << +/Title 308 0 R +/A 305 0 R +/Parent 2073 0 R +/Prev 295 0 R +/Next 315 0 R +/First 311 0 R +/Last 311 0 R +/Count -1 +>> endobj +303 0 obj << +/Title 304 0 R +/A 301 0 R +/Parent 295 0 R +/Prev 299 0 R +>> endobj +299 0 obj << +/Title 300 0 R +/A 297 0 R +/Parent 295 0 R +/Next 303 0 R +>> endobj +295 0 obj << +/Title 296 0 R +/A 293 0 R +/Parent 2073 0 R +/Prev 283 0 R +/Next 307 0 R +/First 299 0 R +/Last 303 0 R +/Count -2 +>> endobj +291 0 obj << +/Title 292 0 R +/A 289 0 R +/Parent 283 0 R +/Prev 287 0 R +>> endobj +287 0 obj << +/Title 288 0 R +/A 285 0 R +/Parent 283 0 R +/Next 291 0 R +>> endobj +283 0 obj << +/Title 284 0 R +/A 281 0 R +/Parent 2073 0 R +/Prev 271 0 R +/Next 295 0 R +/First 287 0 R +/Last 291 0 R +/Count -2 +>> endobj +279 0 obj << +/Title 280 0 R +/A 277 0 R +/Parent 271 0 R +/Prev 275 0 R +>> endobj +275 0 obj << +/Title 276 0 R +/A 273 0 R +/Parent 271 0 R +/Next 279 0 R +>> endobj +271 0 obj << +/Title 272 0 R +/A 269 0 R +/Parent 2073 0 R +/Prev 259 0 R +/Next 283 0 R +/First 275 0 R +/Last 279 0 R +/Count -2 +>> endobj +267 0 obj << +/Title 268 0 R +/A 265 0 R +/Parent 259 0 R +/Prev 263 0 R +>> endobj +263 0 obj << +/Title 264 0 R +/A 261 0 R +/Parent 259 0 R +/Next 267 0 R +>> endobj +259 0 obj << +/Title 260 0 R +/A 257 0 R +/Parent 2073 0 R +/Prev 247 0 R +/Next 271 0 R +/First 263 0 R +/Last 267 0 R +/Count -2 +>> endobj +255 0 obj << +/Title 256 0 R +/A 253 0 R +/Parent 247 0 R +/Prev 251 0 R +>> endobj +251 0 obj << +/Title 252 0 R +/A 249 0 R +/Parent 247 0 R +/Next 255 0 R +>> endobj +247 0 obj << +/Title 248 0 R +/A 245 0 R +/Parent 2073 0 R +/Prev 235 0 R +/Next 259 0 R +/First 251 0 R +/Last 255 0 R +/Count -2 +>> endobj +243 0 obj << +/Title 244 0 R +/A 241 0 R +/Parent 235 0 R +/Prev 239 0 R +>> endobj +239 0 obj << +/Title 240 0 R +/A 237 0 R +/Parent 235 0 R +/Next 243 0 R +>> endobj +235 0 obj << +/Title 236 0 R +/A 233 0 R +/Parent 2073 0 R +/Prev 223 0 R +/Next 247 0 R +/First 239 0 R +/Last 243 0 R +/Count -2 +>> endobj +231 0 obj << +/Title 232 0 R +/A 229 0 R +/Parent 223 0 R +/Prev 227 0 R +>> endobj +227 0 obj << +/Title 228 0 R +/A 225 0 R +/Parent 223 0 R +/Next 231 0 R +>> endobj +223 0 obj << +/Title 224 0 R +/A 221 0 R +/Parent 2073 0 R +/Prev 211 0 R +/Next 235 0 R +/First 227 0 R +/Last 231 0 R +/Count -2 +>> endobj +219 0 obj << +/Title 220 0 R +/A 217 0 R +/Parent 211 0 R +/Prev 215 0 R +>> endobj +215 0 obj << +/Title 216 0 R +/A 213 0 R +/Parent 211 0 R +/Next 219 0 R +>> endobj +211 0 obj << +/Title 212 0 R +/A 209 0 R +/Parent 2073 0 R +/Prev 195 0 R +/Next 223 0 R +/First 215 0 R +/Last 219 0 R +/Count -2 +>> endobj +207 0 obj << +/Title 208 0 R +/A 205 0 R +/Parent 195 0 R +/Prev 203 0 R +>> endobj +203 0 obj << +/Title 204 0 R +/A 201 0 R +/Parent 195 0 R +/Prev 199 0 R +/Next 207 0 R +>> endobj +199 0 obj << +/Title 200 0 R +/A 197 0 R +/Parent 195 0 R +/Next 203 0 R +>> endobj +195 0 obj << +/Title 196 0 R +/A 193 0 R +/Parent 2073 0 R +/Prev 183 0 R +/Next 211 0 R +/First 199 0 R +/Last 207 0 R +/Count -3 +>> endobj +191 0 obj << +/Title 192 0 R +/A 189 0 R +/Parent 183 0 R +/Prev 187 0 R +>> endobj +187 0 obj << +/Title 188 0 R +/A 185 0 R +/Parent 183 0 R +/Next 191 0 R +>> endobj +183 0 obj << +/Title 184 0 R +/A 181 0 R +/Parent 2073 0 R +/Prev 171 0 R +/Next 195 0 R +/First 187 0 R +/Last 191 0 R +/Count -2 +>> endobj +179 0 obj << +/Title 180 0 R +/A 177 0 R +/Parent 171 0 R +/Prev 175 0 R +>> endobj +175 0 obj << +/Title 176 0 R +/A 173 0 R +/Parent 171 0 R +/Next 179 0 R +>> endobj +171 0 obj << +/Title 172 0 R +/A 169 0 R +/Parent 2073 0 R +/Prev 159 0 R +/Next 183 0 R +/First 175 0 R +/Last 179 0 R +/Count -2 +>> endobj +167 0 obj << +/Title 168 0 R +/A 165 0 R +/Parent 159 0 R +/Prev 163 0 R +>> endobj +163 0 obj << +/Title 164 0 R +/A 161 0 R +/Parent 159 0 R +/Next 167 0 R +>> endobj +159 0 obj << +/Title 160 0 R +/A 157 0 R +/Parent 2073 0 R +/Prev 147 0 R +/Next 171 0 R +/First 163 0 R +/Last 167 0 R +/Count -2 +>> endobj +155 0 obj << +/Title 156 0 R +/A 153 0 R +/Parent 147 0 R +/Prev 151 0 R +>> endobj +151 0 obj << +/Title 152 0 R +/A 149 0 R +/Parent 147 0 R +/Next 155 0 R +>> endobj +147 0 obj << +/Title 148 0 R +/A 145 0 R +/Parent 2073 0 R +/Prev 135 0 R +/Next 159 0 R +/First 151 0 R +/Last 155 0 R +/Count -2 +>> endobj +143 0 obj << +/Title 144 0 R +/A 141 0 R +/Parent 135 0 R +/Prev 139 0 R +>> endobj +139 0 obj << +/Title 140 0 R +/A 137 0 R +/Parent 135 0 R +/Next 143 0 R +>> endobj +135 0 obj << +/Title 136 0 R +/A 133 0 R +/Parent 2073 0 R +/Prev 123 0 R +/Next 147 0 R +/First 139 0 R +/Last 143 0 R +/Count -2 +>> endobj +131 0 obj << +/Title 132 0 R +/A 129 0 R +/Parent 123 0 R +/Prev 127 0 R +>> endobj +127 0 obj << +/Title 128 0 R +/A 125 0 R +/Parent 123 0 R +/Next 131 0 R +>> endobj +123 0 obj << +/Title 124 0 R +/A 121 0 R +/Parent 2073 0 R +/Prev 111 0 R +/Next 135 0 R +/First 127 0 R +/Last 131 0 R +/Count -2 +>> endobj +119 0 obj << +/Title 120 0 R +/A 117 0 R +/Parent 111 0 R +/Prev 115 0 R +>> endobj +115 0 obj << +/Title 116 0 R +/A 113 0 R +/Parent 111 0 R +/Next 119 0 R +>> endobj +111 0 obj << +/Title 112 0 R +/A 109 0 R +/Parent 2073 0 R +/Prev 99 0 R +/Next 123 0 R +/First 115 0 R +/Last 119 0 R +/Count -2 +>> endobj +107 0 obj << +/Title 108 0 R +/A 105 0 R +/Parent 99 0 R +/Prev 103 0 R +>> endobj +103 0 obj << +/Title 104 0 R +/A 101 0 R +/Parent 99 0 R +/Next 107 0 R +>> endobj +99 0 obj << +/Title 100 0 R +/A 97 0 R +/Parent 2073 0 R +/Prev 87 0 R +/Next 111 0 R +/First 103 0 R +/Last 107 0 R +/Count -2 +>> endobj +95 0 obj << +/Title 96 0 R +/A 93 0 R +/Parent 87 0 R +/Prev 91 0 R +>> endobj +91 0 obj << +/Title 92 0 R +/A 89 0 R +/Parent 87 0 R +/Next 95 0 R +>> endobj +87 0 obj << +/Title 88 0 R +/A 85 0 R +/Parent 2073 0 R +/Prev 75 0 R +/Next 99 0 R +/First 91 0 R +/Last 95 0 R +/Count -2 +>> endobj +83 0 obj << +/Title 84 0 R +/A 81 0 R +/Parent 75 0 R +/Prev 79 0 R +>> endobj +79 0 obj << +/Title 80 0 R +/A 77 0 R +/Parent 75 0 R +/Next 83 0 R +>> endobj +75 0 obj << +/Title 76 0 R +/A 73 0 R +/Parent 2073 0 R +/Prev 63 0 R +/Next 87 0 R +/First 79 0 R +/Last 83 0 R +/Count -2 +>> endobj +71 0 obj << +/Title 72 0 R +/A 69 0 R +/Parent 63 0 R +/Prev 67 0 R +>> endobj +67 0 obj << +/Title 68 0 R +/A 65 0 R +/Parent 63 0 R +/Next 71 0 R +>> endobj +63 0 obj << +/Title 64 0 R +/A 61 0 R +/Parent 2073 0 R +/Prev 51 0 R +/Next 75 0 R +/First 67 0 R +/Last 71 0 R +/Count -2 +>> endobj +59 0 obj << +/Title 60 0 R +/A 57 0 R +/Parent 51 0 R +/Prev 55 0 R +>> endobj +55 0 obj << +/Title 56 0 R +/A 53 0 R +/Parent 51 0 R +/Next 59 0 R +>> endobj +51 0 obj << +/Title 52 0 R +/A 49 0 R +/Parent 2073 0 R +/Prev 31 0 R +/Next 63 0 R +/First 55 0 R +/Last 59 0 R +/Count -2 +>> endobj +47 0 obj << +/Title 48 0 R +/A 45 0 R +/Parent 31 0 R +/Prev 43 0 R +>> endobj +43 0 obj << +/Title 44 0 R +/A 41 0 R +/Parent 31 0 R +/Prev 39 0 R +/Next 47 0 R +>> endobj +39 0 obj << +/Title 40 0 R +/A 37 0 R +/Parent 31 0 R +/Prev 35 0 R +/Next 43 0 R +>> endobj +35 0 obj << +/Title 36 0 R +/A 33 0 R +/Parent 31 0 R +/Next 39 0 R +>> endobj +31 0 obj << +/Title 32 0 R +/A 29 0 R +/Parent 2073 0 R +/Prev 3 0 R +/Next 51 0 R +/First 35 0 R +/Last 47 0 R +/Count -4 +>> endobj +27 0 obj << +/Title 28 0 R +/A 25 0 R +/Parent 3 0 R +/Prev 23 0 R +>> endobj +23 0 obj << +/Title 24 0 R +/A 21 0 R +/Parent 3 0 R +/Prev 19 0 R +/Next 27 0 R +>> endobj +19 0 obj << +/Title 20 0 R +/A 17 0 R +/Parent 3 0 R +/Prev 15 0 R +/Next 23 0 R +>> endobj +15 0 obj << +/Title 16 0 R +/A 13 0 R +/Parent 3 0 R +/Prev 11 0 R +/Next 19 0 R +>> endobj +11 0 obj << +/Title 12 0 R +/A 9 0 R +/Parent 3 0 R +/Prev 7 0 R +/Next 15 0 R +>> endobj +7 0 obj << +/Title 8 0 R +/A 5 0 R +/Parent 3 0 R +/Next 11 0 R +>> endobj +3 0 obj << +/Title 4 0 R +/A 1 0 R +/Parent 2073 0 R +/Next 31 0 R +/First 7 0 R +/Last 27 0 R +/Count -6 +>> endobj +2074 0 obj << +/Names [(Doc-Start) 726 0 R (Item.1) 954 0 R (Item.10) 973 0 R (Item.100) 1145 0 R (Item.101) 1146 0 R (Item.102) 1151 0 R] +/Limits [(Doc-Start) (Item.102)] +>> endobj +2075 0 obj << +/Names [(Item.103) 1157 0 R (Item.104) 1158 0 R (Item.105) 1159 0 R (Item.106) 1160 0 R (Item.107) 1165 0 R (Item.108) 1166 0 R] +/Limits [(Item.103) (Item.108)] +>> endobj +2076 0 obj << +/Names [(Item.109) 1175 0 R (Item.11) 974 0 R (Item.110) 1189 0 R (Item.111) 1190 0 R (Item.112) 1191 0 R (Item.113) 1192 0 R] +/Limits [(Item.109) (Item.113)] +>> endobj +2077 0 obj << +/Names [(Item.114) 1197 0 R (Item.115) 1198 0 R (Item.116) 1199 0 R (Item.117) 1200 0 R (Item.118) 1205 0 R (Item.119) 1206 0 R] +/Limits [(Item.114) (Item.119)] +>> endobj +2078 0 obj << +/Names [(Item.12) 975 0 R (Item.120) 1207 0 R (Item.121) 1212 0 R (Item.122) 1213 0 R (Item.123) 1214 0 R (Item.124) 1215 0 R] +/Limits [(Item.12) (Item.124)] +>> endobj +2079 0 obj << +/Names [(Item.125) 1229 0 R (Item.126) 1230 0 R (Item.127) 1231 0 R (Item.128) 1232 0 R (Item.129) 1241 0 R (Item.13) 976 0 R] +/Limits [(Item.125) (Item.13)] +>> endobj +2080 0 obj << +/Names [(Item.130) 1242 0 R (Item.131) 1243 0 R (Item.132) 1244 0 R (Item.133) 1253 0 R (Item.134) 1254 0 R (Item.135) 1255 0 R] +/Limits [(Item.130) (Item.135)] +>> endobj +2081 0 obj << +/Names [(Item.136) 1256 0 R (Item.137) 1257 0 R (Item.138) 1258 0 R (Item.139) 1259 0 R (Item.14) 977 0 R (Item.140) 1260 0 R] +/Limits [(Item.136) (Item.140)] +>> endobj +2082 0 obj << +/Names [(Item.141) 1270 0 R (Item.142) 1271 0 R (Item.143) 1272 0 R (Item.144) 1273 0 R (Item.145) 1282 0 R (Item.146) 1283 0 R] +/Limits [(Item.141) (Item.146)] +>> endobj +2083 0 obj << +/Names [(Item.147) 1284 0 R (Item.148) 1285 0 R (Item.149) 1286 0 R (Item.15) 978 0 R (Item.150) 1287 0 R (Item.151) 1292 0 R] +/Limits [(Item.147) (Item.151)] +>> endobj +2084 0 obj << +/Names [(Item.152) 1293 0 R (Item.153) 1294 0 R (Item.154) 1295 0 R (Item.155) 1296 0 R (Item.156) 1301 0 R (Item.157) 1302 0 R] +/Limits [(Item.152) (Item.157)] +>> endobj +2085 0 obj << +/Names [(Item.158) 1303 0 R (Item.159) 1304 0 R (Item.16) 979 0 R (Item.160) 1305 0 R (Item.161) 1306 0 R (Item.162) 1307 0 R] +/Limits [(Item.158) (Item.162)] +>> endobj +2086 0 obj << +/Names [(Item.163) 1308 0 R (Item.164) 1309 0 R (Item.165) 1310 0 R (Item.166) 1311 0 R (Item.167) 1312 0 R (Item.168) 1317 0 R] +/Limits [(Item.163) (Item.168)] +>> endobj +2087 0 obj << +/Names [(Item.169) 1318 0 R (Item.17) 980 0 R (Item.170) 1319 0 R (Item.171) 1320 0 R (Item.172) 1334 0 R (Item.173) 1335 0 R] +/Limits [(Item.169) (Item.173)] +>> endobj +2088 0 obj << +/Names [(Item.174) 1336 0 R (Item.175) 1345 0 R (Item.176) 1346 0 R (Item.177) 1347 0 R (Item.178) 1348 0 R (Item.179) 1349 0 R] +/Limits [(Item.174) (Item.179)] +>> endobj +2089 0 obj << +/Names [(Item.18) 981 0 R (Item.180) 1354 0 R (Item.181) 1355 0 R (Item.182) 1361 0 R (Item.183) 1362 0 R (Item.184) 1363 0 R] +/Limits [(Item.18) (Item.184)] +>> endobj +2090 0 obj << +/Names [(Item.185) 1364 0 R (Item.186) 1365 0 R (Item.187) 1366 0 R (Item.188) 1379 0 R (Item.189) 1380 0 R (Item.19) 982 0 R] +/Limits [(Item.185) (Item.19)] +>> endobj +2091 0 obj << +/Names [(Item.190) 1381 0 R (Item.191) 1382 0 R (Item.192) 1383 0 R (Item.193) 1384 0 R (Item.194) 1385 0 R (Item.195) 1386 0 R] +/Limits [(Item.190) (Item.195)] +>> endobj +2092 0 obj << +/Names [(Item.196) 1387 0 R (Item.197) 1401 0 R (Item.198) 1402 0 R (Item.199) 1415 0 R (Item.2) 955 0 R (Item.20) 983 0 R] +/Limits [(Item.196) (Item.20)] +>> endobj +2093 0 obj << +/Names [(Item.200) 1416 0 R (Item.201) 1417 0 R (Item.202) 1418 0 R (Item.203) 1445 0 R (Item.204) 1446 0 R (Item.205) 1447 0 R] +/Limits [(Item.200) (Item.205)] +>> endobj +2094 0 obj << +/Names [(Item.206) 1448 0 R (Item.207) 1449 0 R (Item.208) 1450 0 R (Item.209) 1451 0 R (Item.21) 984 0 R (Item.210) 1452 0 R] +/Limits [(Item.206) (Item.210)] +>> endobj +2095 0 obj << +/Names [(Item.211) 1453 0 R (Item.212) 1454 0 R (Item.213) 1455 0 R (Item.214) 1456 0 R (Item.215) 1457 0 R (Item.216) 1458 0 R] +/Limits [(Item.211) (Item.216)] +>> endobj +2096 0 obj << +/Names [(Item.217) 1459 0 R (Item.218) 1460 0 R (Item.219) 1461 0 R (Item.22) 985 0 R (Item.220) 1462 0 R (Item.221) 1463 0 R] +/Limits [(Item.217) (Item.221)] +>> endobj +2097 0 obj << +/Names [(Item.222) 1464 0 R (Item.223) 1465 0 R (Item.224) 1470 0 R (Item.225) 1471 0 R (Item.226) 1472 0 R (Item.227) 1473 0 R] +/Limits [(Item.222) (Item.227)] +>> endobj +2098 0 obj << +/Names [(Item.228) 1474 0 R (Item.229) 1475 0 R (Item.23) 995 0 R (Item.230) 1476 0 R (Item.231) 1477 0 R (Item.232) 1478 0 R] +/Limits [(Item.228) (Item.232)] +>> endobj +2099 0 obj << +/Names [(Item.233) 1479 0 R (Item.234) 1480 0 R (Item.235) 1481 0 R (Item.236) 1482 0 R (Item.237) 1483 0 R (Item.238) 1488 0 R] +/Limits [(Item.233) (Item.238)] +>> endobj +2100 0 obj << +/Names [(Item.239) 1489 0 R (Item.24) 996 0 R (Item.240) 1490 0 R (Item.241) 1491 0 R (Item.242) 1505 0 R (Item.243) 1506 0 R] +/Limits [(Item.239) (Item.243)] +>> endobj +2101 0 obj << +/Names [(Item.244) 1507 0 R (Item.245) 1508 0 R (Item.246) 1509 0 R (Item.247) 1514 0 R (Item.248) 1515 0 R (Item.249) 1516 0 R] +/Limits [(Item.244) (Item.249)] +>> endobj +2102 0 obj << +/Names [(Item.25) 997 0 R (Item.250) 1517 0 R (Item.251) 1518 0 R (Item.252) 1523 0 R (Item.253) 1524 0 R (Item.254) 1525 0 R] +/Limits [(Item.25) (Item.254)] +>> endobj +2103 0 obj << +/Names [(Item.255) 1526 0 R (Item.256) 1552 0 R (Item.257) 1553 0 R (Item.258) 1558 0 R (Item.259) 1568 0 R (Item.26) 998 0 R] +/Limits [(Item.255) (Item.26)] +>> endobj +2104 0 obj << +/Names [(Item.260) 1569 0 R (Item.261) 1570 0 R (Item.262) 1575 0 R (Item.263) 1576 0 R (Item.264) 1577 0 R (Item.265) 1578 0 R] +/Limits [(Item.260) (Item.265)] +>> endobj +2105 0 obj << +/Names [(Item.266) 1579 0 R (Item.267) 1584 0 R (Item.268) 1585 0 R (Item.269) 1590 0 R (Item.27) 999 0 R (Item.270) 1591 0 R] +/Limits [(Item.266) (Item.270)] +>> endobj +2106 0 obj << +/Names [(Item.271) 1592 0 R (Item.272) 1593 0 R (Item.273) 1594 0 R (Item.274) 1595 0 R (Item.275) 1596 0 R (Item.276) 1597 0 R] +/Limits [(Item.271) (Item.276)] +>> endobj +2107 0 obj << +/Names [(Item.277) 1598 0 R (Item.278) 1599 0 R (Item.279) 1613 0 R (Item.28) 1000 0 R (Item.280) 1614 0 R (Item.281) 1615 0 R] +/Limits [(Item.277) (Item.281)] +>> endobj +2108 0 obj << +/Names [(Item.282) 1616 0 R (Item.283) 1617 0 R (Item.284) 1626 0 R (Item.285) 1627 0 R (Item.286) 1628 0 R (Item.287) 1629 0 R] +/Limits [(Item.282) (Item.287)] +>> endobj +2109 0 obj << +/Names [(Item.288) 1630 0 R (Item.289) 1631 0 R (Item.29) 1001 0 R (Item.290) 1632 0 R (Item.291) 1633 0 R (Item.292) 1638 0 R] +/Limits [(Item.288) (Item.292)] +>> endobj +2110 0 obj << +/Names [(Item.293) 1639 0 R (Item.294) 1661 0 R (Item.295) 1662 0 R (Item.296) 1663 0 R (Item.297) 1664 0 R (Item.298) 1665 0 R] +/Limits [(Item.293) (Item.298)] +>> endobj +2111 0 obj << +/Names [(Item.299) 1666 0 R (Item.3) 956 0 R (Item.30) 1002 0 R (Item.300) 1667 0 R (Item.301) 1668 0 R (Item.302) 1669 0 R] +/Limits [(Item.299) (Item.302)] +>> endobj +2112 0 obj << +/Names [(Item.303) 1678 0 R (Item.304) 1679 0 R (Item.305) 1680 0 R (Item.306) 1681 0 R (Item.307) 1682 0 R (Item.308) 1692 0 R] +/Limits [(Item.303) (Item.308)] +>> endobj +2113 0 obj << +/Names [(Item.309) 1693 0 R (Item.31) 1003 0 R (Item.310) 1694 0 R (Item.311) 1695 0 R (Item.312) 1696 0 R (Item.313) 1697 0 R] +/Limits [(Item.309) (Item.313)] +>> endobj +2114 0 obj << +/Names [(Item.314) 1714 0 R (Item.315) 1715 0 R (Item.316) 1716 0 R (Item.317) 1726 0 R (Item.318) 1727 0 R (Item.319) 1728 0 R] +/Limits [(Item.314) (Item.319)] +>> endobj +2115 0 obj << +/Names [(Item.32) 1004 0 R (Item.320) 1729 0 R (Item.321) 1730 0 R (Item.322) 1731 0 R (Item.323) 1732 0 R (Item.324) 1733 0 R] +/Limits [(Item.32) (Item.324)] +>> endobj +2116 0 obj << +/Names [(Item.325) 1734 0 R (Item.326) 1735 0 R (Item.327) 1736 0 R (Item.328) 1737 0 R (Item.329) 1738 0 R (Item.33) 1005 0 R] +/Limits [(Item.325) (Item.33)] +>> endobj +2117 0 obj << +/Names [(Item.330) 1739 0 R (Item.331) 1744 0 R (Item.332) 1745 0 R (Item.333) 1746 0 R (Item.334) 1747 0 R (Item.335) 1748 0 R] +/Limits [(Item.330) (Item.335)] +>> endobj +2118 0 obj << +/Names [(Item.336) 1749 0 R (Item.337) 1750 0 R (Item.338) 1763 0 R (Item.339) 1764 0 R (Item.34) 1006 0 R (Item.340) 1765 0 R] +/Limits [(Item.336) (Item.340)] +>> endobj +2119 0 obj << +/Names [(Item.341) 1766 0 R (Item.342) 1767 0 R (Item.343) 1789 0 R (Item.344) 1790 0 R (Item.345) 1791 0 R (Item.346) 1796 0 R] +/Limits [(Item.341) (Item.346)] +>> endobj +2120 0 obj << +/Names [(Item.347) 1797 0 R (Item.348) 1798 0 R (Item.349) 1799 0 R (Item.35) 1007 0 R (Item.350) 1800 0 R (Item.351) 1801 0 R] +/Limits [(Item.347) (Item.351)] +>> endobj +2121 0 obj << +/Names [(Item.352) 1802 0 R (Item.353) 1803 0 R (Item.354) 1813 0 R (Item.355) 1814 0 R (Item.356) 1815 0 R (Item.357) 1816 0 R] +/Limits [(Item.352) (Item.357)] +>> endobj +2122 0 obj << +/Names [(Item.358) 1852 0 R (Item.359) 1857 0 R (Item.36) 1008 0 R (Item.360) 1858 0 R (Item.361) 1859 0 R (Item.362) 1860 0 R] +/Limits [(Item.358) (Item.362)] +>> endobj +2123 0 obj << +/Names [(Item.363) 1861 0 R (Item.364) 1876 0 R (Item.365) 1877 0 R (Item.366) 1878 0 R (Item.367) 1879 0 R (Item.368) 1884 0 R] +/Limits [(Item.363) (Item.368)] +>> endobj +2124 0 obj << +/Names [(Item.369) 1885 0 R (Item.37) 1009 0 R (Item.370) 1886 0 R (Item.371) 1887 0 R (Item.372) 1888 0 R (Item.373) 1889 0 R] +/Limits [(Item.369) (Item.373)] +>> endobj +2125 0 obj << +/Names [(Item.374) 1890 0 R (Item.375) 1891 0 R (Item.376) 1892 0 R (Item.377) 1893 0 R (Item.378) 1894 0 R (Item.379) 1895 0 R] +/Limits [(Item.374) (Item.379)] +>> endobj +2126 0 obj << +/Names [(Item.38) 1010 0 R (Item.380) 1908 0 R (Item.381) 1909 0 R (Item.382) 1910 0 R (Item.383) 1911 0 R (Item.384) 1916 0 R] +/Limits [(Item.38) (Item.384)] +>> endobj +2127 0 obj << +/Names [(Item.385) 1917 0 R (Item.386) 1918 0 R (Item.387) 1919 0 R (Item.388) 1945 0 R (Item.389) 1946 0 R (Item.39) 1011 0 R] +/Limits [(Item.385) (Item.39)] +>> endobj +2128 0 obj << +/Names [(Item.390) 1947 0 R (Item.391) 1948 0 R (Item.392) 1949 0 R (Item.393) 1954 0 R (Item.394) 1955 0 R (Item.395) 1956 0 R] +/Limits [(Item.390) (Item.395)] +>> endobj +2129 0 obj << +/Names [(Item.396) 1957 0 R (Item.397) 1963 0 R (Item.398) 1964 0 R (Item.399) 1965 0 R (Item.4) 966 0 R (Item.40) 1012 0 R] +/Limits [(Item.396) (Item.40)] +>> endobj +2130 0 obj << +/Names [(Item.400) 1966 0 R (Item.401) 1975 0 R (Item.402) 1976 0 R (Item.403) 1977 0 R (Item.404) 1978 0 R (Item.405) 1983 0 R] +/Limits [(Item.400) (Item.405)] +>> endobj +2131 0 obj << +/Names [(Item.406) 1984 0 R (Item.407) 1985 0 R (Item.408) 1986 0 R (Item.409) 1987 0 R (Item.41) 1020 0 R (Item.410) 1992 0 R] +/Limits [(Item.406) (Item.410)] +>> endobj +2132 0 obj << +/Names [(Item.411) 1993 0 R (Item.412) 1994 0 R (Item.413) 1995 0 R (Item.414) 1996 0 R (Item.415) 1997 0 R (Item.416) 2002 0 R] +/Limits [(Item.411) (Item.416)] +>> endobj +2133 0 obj << +/Names [(Item.417) 2003 0 R (Item.42) 1021 0 R (Item.43) 1022 0 R (Item.44) 1023 0 R (Item.45) 1026 0 R (Item.46) 1031 0 R] +/Limits [(Item.417) (Item.46)] +>> endobj +2134 0 obj << +/Names [(Item.47) 1032 0 R (Item.48) 1033 0 R (Item.49) 1034 0 R (Item.5) 968 0 R (Item.50) 1035 0 R (Item.51) 1036 0 R] +/Limits [(Item.47) (Item.51)] +>> endobj +2135 0 obj << +/Names [(Item.52) 1037 0 R (Item.53) 1038 0 R (Item.54) 1039 0 R (Item.55) 1040 0 R (Item.56) 1041 0 R (Item.57) 1042 0 R] +/Limits [(Item.52) (Item.57)] +>> endobj +2136 0 obj << +/Names [(Item.58) 1043 0 R (Item.59) 1044 0 R (Item.6) 969 0 R (Item.60) 1045 0 R (Item.61) 1046 0 R (Item.62) 1047 0 R] +/Limits [(Item.58) (Item.62)] +>> endobj +2137 0 obj << +/Names [(Item.63) 1048 0 R (Item.64) 1054 0 R (Item.65) 1055 0 R (Item.66) 1056 0 R (Item.67) 1057 0 R (Item.68) 1071 0 R] +/Limits [(Item.63) (Item.68)] +>> endobj +2138 0 obj << +/Names [(Item.69) 1072 0 R (Item.7) 970 0 R (Item.70) 1073 0 R (Item.71) 1074 0 R (Item.72) 1075 0 R (Item.73) 1076 0 R] +/Limits [(Item.69) (Item.73)] +>> endobj +2139 0 obj << +/Names [(Item.74) 1077 0 R (Item.75) 1078 0 R (Item.76) 1083 0 R (Item.77) 1084 0 R (Item.78) 1085 0 R (Item.79) 1086 0 R] +/Limits [(Item.74) (Item.79)] +>> endobj +2140 0 obj << +/Names [(Item.8) 971 0 R (Item.80) 1099 0 R (Item.81) 1100 0 R (Item.82) 1101 0 R (Item.83) 1102 0 R (Item.84) 1103 0 R] +/Limits [(Item.8) (Item.84)] +>> endobj +2141 0 obj << +/Names [(Item.85) 1108 0 R (Item.86) 1109 0 R (Item.87) 1110 0 R (Item.88) 1116 0 R (Item.89) 1117 0 R (Item.9) 972 0 R] +/Limits [(Item.85) (Item.9)] +>> endobj +2142 0 obj << +/Names [(Item.90) 1118 0 R (Item.91) 1119 0 R (Item.92) 1120 0 R (Item.93) 1121 0 R (Item.94) 1131 0 R (Item.95) 1132 0 R] +/Limits [(Item.90) (Item.95)] +>> endobj +2143 0 obj << +/Names [(Item.96) 1133 0 R (Item.97) 1134 0 R (Item.98) 1143 0 R (Item.99) 1144 0 R (chapter*.1) 771 0 R (chapter*.10) 30 0 R] +/Limits [(Item.96) (chapter*.10)] +>> endobj +2144 0 obj << +/Names [(chapter*.101) 382 0 R (chapter*.104) 394 0 R (chapter*.107) 406 0 R (chapter*.110) 418 0 R (chapter*.113) 430 0 R (chapter*.115) 438 0 R] +/Limits [(chapter*.101) (chapter*.115)] +>> endobj +2145 0 obj << +/Names [(chapter*.118) 450 0 R (chapter*.123) 470 0 R (chapter*.129) 494 0 R (chapter*.131) 502 0 R (chapter*.134) 514 0 R (chapter*.137) 526 0 R] +/Limits [(chapter*.118) (chapter*.137)] +>> endobj +2146 0 obj << +/Names [(chapter*.140) 538 0 R (chapter*.143) 550 0 R (chapter*.144) 554 0 R (chapter*.150) 578 0 R (chapter*.154) 586 0 R (chapter*.160) 606 0 R] +/Limits [(chapter*.140) (chapter*.160)] +>> endobj +2147 0 obj << +/Names [(chapter*.165) 626 0 R (chapter*.174) 646 0 R (chapter*.18) 50 0 R (chapter*.180) 670 0 R (chapter*.185) 690 0 R (chapter*.188) 702 0 R] +/Limits [(chapter*.165) (chapter*.188)] +>> endobj +2148 0 obj << +/Names [(chapter*.190) 710 0 R (chapter*.191) 714 0 R (chapter*.192) 718 0 R (chapter*.21) 62 0 R (chapter*.24) 74 0 R (chapter*.27) 86 0 R] +/Limits [(chapter*.190) (chapter*.27)] +>> endobj +2149 0 obj << +/Names [(chapter*.3) 2 0 R (chapter*.30) 98 0 R (chapter*.33) 110 0 R (chapter*.36) 122 0 R (chapter*.39) 134 0 R (chapter*.42) 146 0 R] +/Limits [(chapter*.3) (chapter*.42)] +>> endobj +2150 0 obj << +/Names [(chapter*.45) 158 0 R (chapter*.48) 170 0 R (chapter*.51) 182 0 R (chapter*.54) 194 0 R (chapter*.58) 210 0 R (chapter*.61) 222 0 R] +/Limits [(chapter*.45) (chapter*.61)] +>> endobj +2151 0 obj << +/Names [(chapter*.64) 234 0 R (chapter*.67) 246 0 R (chapter*.70) 258 0 R (chapter*.73) 270 0 R (chapter*.76) 282 0 R (chapter*.79) 294 0 R] +/Limits [(chapter*.64) (chapter*.79)] +>> endobj +2152 0 obj << +/Names [(chapter*.82) 306 0 R (chapter*.84) 314 0 R (chapter*.85) 318 0 R (chapter*.88) 330 0 R (chapter*.91) 342 0 R (chapter*.92) 346 0 R] +/Limits [(chapter*.82) (chapter*.92)] +>> endobj +2153 0 obj << +/Names [(chapter*.95) 358 0 R (chapter*.98) 370 0 R (page.1) 943 0 R (page.10) 1061 0 R (page.100) 1673 0 R (page.101) 1677 0 R] +/Limits [(chapter*.95) (page.101)] +>> endobj +2154 0 obj << +/Names [(page.102) 1687 0 R (page.103) 1691 0 R (page.104) 1701 0 R (page.105) 1705 0 R (page.106) 1709 0 R (page.107) 1713 0 R] +/Limits [(page.102) (page.107)] +>> endobj +2155 0 obj << +/Names [(page.108) 1721 0 R (page.109) 1725 0 R (page.11) 1065 0 R (page.110) 1743 0 R (page.111) 1754 0 R (page.112) 1758 0 R] +/Limits [(page.108) (page.112)] +>> endobj +2156 0 obj << +/Names [(page.113) 1762 0 R (page.114) 1772 0 R (page.115) 1776 0 R (page.116) 1780 0 R (page.117) 1784 0 R (page.118) 1788 0 R] +/Limits [(page.113) (page.118)] +>> endobj +2157 0 obj << +/Names [(page.119) 1795 0 R (page.12) 1070 0 R (page.120) 1808 0 R (page.121) 1812 0 R (page.122) 1820 0 R (page.123) 1824 0 R] +/Limits [(page.119) (page.123)] +>> endobj +2158 0 obj << +/Names [(page.124) 1828 0 R (page.125) 1832 0 R (page.126) 1837 0 R (page.127) 1841 0 R (page.128) 1845 0 R (page.129) 1849 0 R] +/Limits [(page.124) (page.129)] +>> endobj +2159 0 obj << +/Names [(page.13) 1082 0 R (page.130) 1856 0 R (page.131) 1865 0 R (page.132) 1874 0 R (page.133) 1883 0 R (page.134) 1899 0 R] +/Limits [(page.13) (page.134)] +>> endobj +2160 0 obj << +/Names [(page.135) 1903 0 R (page.136) 1907 0 R (page.137) 1915 0 R (page.138) 1924 0 R (page.139) 1928 0 R (page.14) 1090 0 R] +/Limits [(page.135) (page.14)] +>> endobj +2161 0 obj << +/Names [(page.140) 1932 0 R (page.141) 1940 0 R (page.142) 1944 0 R (page.143) 1953 0 R (page.144) 1962 0 R (page.145) 1970 0 R] +/Limits [(page.140) (page.145)] +>> endobj +2162 0 obj << +/Names [(page.146) 1974 0 R (page.147) 1982 0 R (page.148) 1991 0 R (page.149) 2001 0 R (page.15) 1094 0 R (page.150) 2008 0 R] +/Limits [(page.146) (page.150)] +>> endobj +2163 0 obj << +/Names [(page.151) 2012 0 R (page.152) 2016 0 R (page.153) 2021 0 R (page.154) 2025 0 R (page.155) 2029 0 R (page.156) 2034 0 R] +/Limits [(page.151) (page.156)] +>> endobj +2164 0 obj << +/Names [(page.157) 2038 0 R (page.16) 1098 0 R (page.17) 1107 0 R (page.18) 1115 0 R (page.19) 1125 0 R (page.2) 948 0 R] +/Limits [(page.157) (page.2)] +>> endobj +2165 0 obj << +/Names [(page.20) 1130 0 R (page.21) 1138 0 R (page.22) 1142 0 R (page.23) 1150 0 R (page.24) 1156 0 R (page.25) 1164 0 R] +/Limits [(page.20) (page.25)] +>> endobj +2166 0 obj << +/Names [(page.26) 1170 0 R (page.27) 1174 0 R (page.28) 1179 0 R (page.29) 1183 0 R (page.3) 952 0 R (page.30) 1188 0 R] +/Limits [(page.26) (page.30)] +>> endobj +2167 0 obj << +/Names [(page.31) 1196 0 R (page.32) 1204 0 R (page.33) 1211 0 R (page.34) 1219 0 R (page.35) 1223 0 R (page.36) 1228 0 R] +/Limits [(page.31) (page.36)] +>> endobj +2168 0 obj << +/Names [(page.37) 1236 0 R (page.38) 1240 0 R (page.39) 1248 0 R (page.4) 960 0 R (page.40) 1252 0 R (page.41) 1264 0 R] +/Limits [(page.37) (page.41)] +>> endobj +2169 0 obj << +/Names [(page.42) 1269 0 R (page.43) 1277 0 R (page.44) 1281 0 R (page.45) 1291 0 R (page.46) 1300 0 R (page.47) 1316 0 R] +/Limits [(page.42) (page.47)] +>> endobj +2170 0 obj << +/Names [(page.48) 1325 0 R (page.49) 1329 0 R (page.5) 965 0 R (page.50) 1333 0 R (page.51) 1340 0 R (page.52) 1344 0 R] +/Limits [(page.48) (page.52)] +>> endobj +2171 0 obj << +/Names [(page.53) 1353 0 R (page.54) 1360 0 R (page.55) 1370 0 R (page.56) 1374 0 R (page.57) 1378 0 R (page.58) 1391 0 R] +/Limits [(page.53) (page.58)] +>> endobj +2172 0 obj << +/Names [(page.59) 1395 0 R (page.6) 992 0 R (page.60) 1400 0 R (page.61) 1406 0 R (page.62) 1410 0 R (page.63) 1414 0 R] +/Limits [(page.59) (page.63)] +>> endobj +2173 0 obj << +/Names [(page.64) 1422 0 R (page.65) 1427 0 R (page.66) 1432 0 R (page.67) 1436 0 R (page.68) 1440 0 R (page.69) 1444 0 R] +/Limits [(page.64) (page.69)] +>> endobj +2174 0 obj << +/Names [(page.7) 1019 0 R (page.70) 1469 0 R (page.71) 1487 0 R (page.72) 1496 0 R (page.73) 1500 0 R (page.74) 1504 0 R] +/Limits [(page.7) (page.74)] +>> endobj +2175 0 obj << +/Names [(page.75) 1513 0 R (page.76) 1522 0 R (page.77) 1530 0 R (page.78) 1535 0 R (page.79) 1539 0 R (page.8) 1030 0 R] +/Limits [(page.75) (page.8)] +>> endobj +2176 0 obj << +/Names [(page.80) 1543 0 R (page.81) 1547 0 R (page.82) 1551 0 R (page.83) 1557 0 R (page.84) 1563 0 R (page.85) 1567 0 R] +/Limits [(page.80) (page.85)] +>> endobj +2177 0 obj << +/Names [(page.86) 1574 0 R (page.87) 1583 0 R (page.88) 1589 0 R (page.89) 1603 0 R (page.9) 1053 0 R (page.90) 1608 0 R] +/Limits [(page.86) (page.90)] +>> endobj +2178 0 obj << +/Names [(page.91) 1612 0 R (page.92) 1621 0 R (page.93) 1625 0 R (page.94) 1637 0 R (page.95) 1643 0 R (page.96) 1648 0 R] +/Limits [(page.91) (page.96)] +>> endobj +2179 0 obj << +/Names [(page.97) 1652 0 R (page.98) 1656 0 R (page.99) 1660 0 R (page.i) 725 0 R (page.ii) 734 0 R (page.iii) 861 0 R] +/Limits [(page.97) (page.iii)] +>> endobj +2180 0 obj << +/Names [(page.iv) 909 0 R (page.v) 934 0 R (page.vi) 939 0 R (section*.100) 378 0 R (section*.102) 386 0 R (section*.103) 390 0 R] +/Limits [(page.iv) (section*.103)] +>> endobj +2181 0 obj << +/Names [(section*.105) 398 0 R (section*.106) 402 0 R (section*.108) 410 0 R (section*.109) 414 0 R (section*.11) 34 0 R (section*.111) 422 0 R] +/Limits [(section*.105) (section*.111)] +>> endobj +2182 0 obj << +/Names [(section*.112) 426 0 R (section*.114) 434 0 R (section*.116) 442 0 R (section*.117) 446 0 R (section*.119) 454 0 R (section*.120) 458 0 R] +/Limits [(section*.112) (section*.120)] +>> endobj +2183 0 obj << +/Names [(section*.121) 462 0 R (section*.122) 466 0 R (section*.124) 474 0 R (section*.125) 478 0 R (section*.126) 482 0 R (section*.127) 486 0 R] +/Limits [(section*.121) (section*.127)] +>> endobj +2184 0 obj << +/Names [(section*.128) 490 0 R (section*.13) 38 0 R (section*.130) 498 0 R (section*.132) 506 0 R (section*.133) 510 0 R (section*.135) 518 0 R] +/Limits [(section*.128) (section*.135)] +>> endobj +2185 0 obj << +/Names [(section*.136) 522 0 R (section*.138) 530 0 R (section*.139) 534 0 R (section*.141) 542 0 R (section*.142) 546 0 R (section*.145) 558 0 R] +/Limits [(section*.136) (section*.145)] +>> endobj +2186 0 obj << +/Names [(section*.146) 562 0 R (section*.147) 566 0 R (section*.148) 570 0 R (section*.149) 574 0 R (section*.15) 42 0 R (section*.151) 582 0 R] +/Limits [(section*.146) (section*.151)] +>> endobj +2187 0 obj << +/Names [(section*.155) 590 0 R (section*.157) 594 0 R (section*.158) 598 0 R (section*.159) 602 0 R (section*.161) 610 0 R (section*.162) 614 0 R] +/Limits [(section*.155) (section*.162)] +>> endobj +2188 0 obj << +/Names [(section*.163) 618 0 R (section*.164) 622 0 R (section*.166) 630 0 R (section*.17) 46 0 R (section*.171) 634 0 R (section*.172) 638 0 R] +/Limits [(section*.163) (section*.172)] +>> endobj +2189 0 obj << +/Names [(section*.173) 642 0 R (section*.175) 650 0 R (section*.176) 654 0 R (section*.177) 658 0 R (section*.178) 662 0 R (section*.179) 666 0 R] +/Limits [(section*.173) (section*.179)] +>> endobj +2190 0 obj << +/Names [(section*.181) 674 0 R (section*.182) 678 0 R (section*.183) 682 0 R (section*.184) 686 0 R (section*.186) 694 0 R (section*.187) 698 0 R] +/Limits [(section*.181) (section*.187)] +>> endobj +2191 0 obj << +/Names [(section*.189) 706 0 R (section*.19) 54 0 R (section*.2) 944 0 R (section*.20) 58 0 R (section*.22) 66 0 R (section*.23) 70 0 R] +/Limits [(section*.189) (section*.23)] +>> endobj +2192 0 obj << +/Names [(section*.25) 78 0 R (section*.26) 82 0 R (section*.28) 90 0 R (section*.29) 94 0 R (section*.31) 102 0 R (section*.32) 106 0 R] +/Limits [(section*.25) (section*.32)] +>> endobj +2193 0 obj << +/Names [(section*.34) 114 0 R (section*.35) 118 0 R (section*.37) 126 0 R (section*.38) 130 0 R (section*.4) 6 0 R (section*.40) 138 0 R] +/Limits [(section*.34) (section*.40)] +>> endobj +2194 0 obj << +/Names [(section*.41) 142 0 R (section*.43) 150 0 R (section*.44) 154 0 R (section*.46) 162 0 R (section*.47) 166 0 R (section*.49) 174 0 R] +/Limits [(section*.41) (section*.49)] +>> endobj +2195 0 obj << +/Names [(section*.5) 10 0 R (section*.50) 178 0 R (section*.52) 186 0 R (section*.53) 190 0 R (section*.55) 198 0 R (section*.56) 202 0 R] +/Limits [(section*.5) (section*.56)] +>> endobj +2196 0 obj << +/Names [(section*.57) 206 0 R (section*.59) 214 0 R (section*.6) 14 0 R (section*.60) 218 0 R (section*.62) 226 0 R (section*.63) 230 0 R] +/Limits [(section*.57) (section*.63)] +>> endobj +2197 0 obj << +/Names [(section*.65) 238 0 R (section*.66) 242 0 R (section*.68) 250 0 R (section*.69) 254 0 R (section*.7) 18 0 R (section*.71) 262 0 R] +/Limits [(section*.65) (section*.71)] +>> endobj +2198 0 obj << +/Names [(section*.72) 266 0 R (section*.74) 274 0 R (section*.75) 278 0 R (section*.77) 286 0 R (section*.78) 290 0 R (section*.8) 22 0 R] +/Limits [(section*.72) (section*.8)] +>> endobj +2199 0 obj << +/Names [(section*.80) 298 0 R (section*.81) 302 0 R (section*.83) 310 0 R (section*.86) 322 0 R (section*.87) 326 0 R (section*.89) 334 0 R] +/Limits [(section*.80) (section*.89)] +>> endobj +2200 0 obj << +/Names [(section*.9) 26 0 R (section*.90) 338 0 R (section*.93) 350 0 R (section*.94) 354 0 R (section*.96) 362 0 R (section*.97) 366 0 R] +/Limits [(section*.9) (section*.97)] +>> endobj +2201 0 obj << +/Names [(section*.99) 374 0 R (subsection*.12) 993 0 R (subsection*.14) 1024 0 R (subsection*.152) 1850 0 R (subsection*.153) 1851 0 R (subsection*.156) 1875 0 R] +/Limits [(section*.99) (subsection*.156)] +>> endobj +2202 0 obj << +/Names [(subsection*.16) 1049 0 R (subsection*.167) 1933 0 R (subsection*.168) 1934 0 R (subsection*.169) 1935 0 R (subsection*.170) 1936 0 R] +/Limits [(subsection*.16) (subsection*.170)] +>> endobj +2203 0 obj << +/Kids [2074 0 R 2075 0 R 2076 0 R 2077 0 R 2078 0 R 2079 0 R] +/Limits [(Doc-Start) (Item.13)] +>> endobj +2204 0 obj << +/Kids [2080 0 R 2081 0 R 2082 0 R 2083 0 R 2084 0 R 2085 0 R] +/Limits [(Item.130) (Item.162)] +>> endobj +2205 0 obj << +/Kids [2086 0 R 2087 0 R 2088 0 R 2089 0 R 2090 0 R 2091 0 R] +/Limits [(Item.163) (Item.195)] +>> endobj +2206 0 obj << +/Kids [2092 0 R 2093 0 R 2094 0 R 2095 0 R 2096 0 R 2097 0 R] +/Limits [(Item.196) (Item.227)] +>> endobj +2207 0 obj << +/Kids [2098 0 R 2099 0 R 2100 0 R 2101 0 R 2102 0 R 2103 0 R] +/Limits [(Item.228) (Item.26)] +>> endobj +2208 0 obj << +/Kids [2104 0 R 2105 0 R 2106 0 R 2107 0 R 2108 0 R 2109 0 R] +/Limits [(Item.260) (Item.292)] +>> endobj +2209 0 obj << +/Kids [2110 0 R 2111 0 R 2112 0 R 2113 0 R 2114 0 R 2115 0 R] +/Limits [(Item.293) (Item.324)] +>> endobj +2210 0 obj << +/Kids [2116 0 R 2117 0 R 2118 0 R 2119 0 R 2120 0 R 2121 0 R] +/Limits [(Item.325) (Item.357)] +>> endobj +2211 0 obj << +/Kids [2122 0 R 2123 0 R 2124 0 R 2125 0 R 2126 0 R 2127 0 R] +/Limits [(Item.358) (Item.39)] +>> endobj +2212 0 obj << +/Kids [2128 0 R 2129 0 R 2130 0 R 2131 0 R 2132 0 R 2133 0 R] +/Limits [(Item.390) (Item.46)] +>> endobj +2213 0 obj << +/Kids [2134 0 R 2135 0 R 2136 0 R 2137 0 R 2138 0 R 2139 0 R] +/Limits [(Item.47) (Item.79)] +>> endobj +2214 0 obj << +/Kids [2140 0 R 2141 0 R 2142 0 R 2143 0 R 2144 0 R 2145 0 R] +/Limits [(Item.8) (chapter*.137)] +>> endobj +2215 0 obj << +/Kids [2146 0 R 2147 0 R 2148 0 R 2149 0 R 2150 0 R 2151 0 R] +/Limits [(chapter*.140) (chapter*.79)] +>> endobj +2216 0 obj << +/Kids [2152 0 R 2153 0 R 2154 0 R 2155 0 R 2156 0 R 2157 0 R] +/Limits [(chapter*.82) (page.123)] +>> endobj +2217 0 obj << +/Kids [2158 0 R 2159 0 R 2160 0 R 2161 0 R 2162 0 R 2163 0 R] +/Limits [(page.124) (page.156)] +>> endobj +2218 0 obj << +/Kids [2164 0 R 2165 0 R 2166 0 R 2167 0 R 2168 0 R 2169 0 R] +/Limits [(page.157) (page.47)] +>> endobj +2219 0 obj << +/Kids [2170 0 R 2171 0 R 2172 0 R 2173 0 R 2174 0 R 2175 0 R] +/Limits [(page.48) (page.8)] +>> endobj +2220 0 obj << +/Kids [2176 0 R 2177 0 R 2178 0 R 2179 0 R 2180 0 R 2181 0 R] +/Limits [(page.80) (section*.111)] +>> endobj +2221 0 obj << +/Kids [2182 0 R 2183 0 R 2184 0 R 2185 0 R 2186 0 R 2187 0 R] +/Limits [(section*.112) (section*.162)] +>> endobj +2222 0 obj << +/Kids [2188 0 R 2189 0 R 2190 0 R 2191 0 R 2192 0 R 2193 0 R] +/Limits [(section*.163) (section*.40)] +>> endobj +2223 0 obj << 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    Thinking in Tkinter

    +

    + by Stephen Ferg (steve@ ferg.org)
    + revised: 2005-07-17

    + This file contains the source code for + all of the files in the Thinking in Tkinter series.

    + If you print this file with a small font, you should be able + to print it in portrait mode without truncating the ends of any of the lines + of code. If you print it, and find that you ARE truncating lines of code, + consider printing it in a smaller font, or printing it in landscape mode. +

    + Printed size is approximately 40 to 60 pages, depending + on your print settings. You can see what the printed result will look like, + and how many pages it will require, by looking at the results of Print Preview + before you actually print the file. +

    +

    tt000.py

     Subject: "Thinking in Tkinter"
    + Author : Stephen Ferg (steve@ferg.org)
    +
    +

    About " Thinking In Tkinter "

    + +

    I've been trying to teach myself Tkinter out of various books, and I'm finding +it more difficult than I think it should be. +

    + +

    The problem is that the authors of the books want to rush into telling me about +all of the widgets in the Tkinter toolbox, but never really pause to explain +basic concepts. They don't explain how to "think in Tkinter". +

    + +

    Here are a few short programs that begin to explain how to think in Tkinter. In +them, I don't attempt to catalog all of the types of widgets, attributes, and +methods that are available in Tkinter. and I certainly don't try to provide a +comprehensive introduction to Tkinter. I just try to get you started down the +road of understanding some basic Tkinter concepts. +

    + +

    Note that the discussion is devoted exclusively to the Tkinter pack (or +"packer") geometry manager. There is no discussion of the grid or place +geometry managers. +

    + +

    The Four Basic Gui-programming Tasks

    + +

    When you develop a user interface (UI) there is a standard set of tasks that you +must accomplish. +

    + +

    1) You must specify how you want the UI to *look*. That is, you must write code +that determines what the user will see on the computer screen. +

    + +

    2) You must decide what you want the UI to *do*. That is, you must write +routines that accomplish the tasks of the program. +

    + +

    3) You must associate the "looking" with the "doing". That is, you must write +code that associates the things that the user sees on the screen with the +routines that you have written to perform the program's tasks. +

    + +

    4) finally, you must write code that sits and waits for input from the user. +

    + +

    Some Gui-programming Jargon

    + +

    GUI (graphical user interface) programming has some special jargon associated +with these basic tasks. +

    + +

    1) We specify how we want a GUI to look by describing the "widgets" that we want +it to display, and their spatial relationships (i.e. whether one widget is above +or below, or to the right or left, of other widgets). The word "widget" is a +nonsense word that has become the common term for "graphical user interface +component". Widgets include things such as windows, buttons, menus and menu +items, icons, drop-down lists, scroll bars, and so on. +

    + +

    2) The routines that actually do the work of the GUI are called "callback +handlers" or "event handlers". "Events" are input events such as mouse clicks +or presses of a key on the keyboard. These routines are called "handlers" +because they "handle" (that is, respond to) such events. +

    + +

    3) Associating an event handler with a widget is called "binding". Roughly, the +process of binding involves associating three different things: +

    +
    	(a) a type of event (e.g. a click of the left mouse button,
    +	    or a press of the ENTER key on the keyboard),
    +	(b) a widget (e.g. a button), and
    +	(c) an event-handler routine.
    +
    +

    For example, we might bind (a) a single-click of the left mouse button on (b) +the "CLOSE" button/widget on the screen to (c) the "closeProgram" routine, which +closes the window and shuts down the program. +

    + +

    4) The code that sits and waits for input is called the "event loop". +

    + +

    About The Event Loop

    + +

    If you believe the movies, every small town has a little old lady who spends all +of her time at her front window, just WATCHING. She sees everything that goes +on in the neighborhood. A lot of what she sees is uninteresting of course -- +just people going to and fro in the street. But some of it is interesting -- +like a big fight between the newly-wed couple in the house across the street. +When interesting events happen, the watchdog lady immediately is on the phone with +the news to the police or to her neighbors. +

    + +

    The event loop is a lot like this watchdog lady. The event loop spends all of +its time watching events go by, and it sees all of them. Most of the events are +uninteresting, and when it sees them, it does nothing. But when it sees +something interesting -- an event that it knows is interesting, because an event +handler has been bound to the event -- then it immediately calls up the event +handler and lets it know that the event has happened. +

    + +

    Program Behavior

    + +

    This program eases you into user-interace programming by showing how these basic +concepts are implemented in a very simple program. This program doesn't use +Tkinter or any form of GUI programming. It just puts up a menu on the console, +and gets simple keyboard input. Even so, as you can see, it does the four basic +tasks of user-interface programming. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +
    +#----- task 2:  define the event handler routines ---------------------
    +def handle_A():
    +    print "Wrong! Try again!"
    +
    +def handle_B():
    +    print "Absolutely right!  Trillium is a kind of flower!"
    +
    +def handle_C():
    +    print "Wrong! Try again!"
    +
    +# ------------ task 1: define the appearance of the screen ------------
    +print "\n"*100   # clear the screen
    +print "            VERY CHALLENGING GUESSING GAME"
    +print "========================================================"
    +print "Press the letter of your answer, then the ENTER key."
    +print
    +print "    A.  Animal"
    +print "    B.  Vegetable"
    +print "    C.  Mineral"
    +print
    +print "    X.  Exit from this program"
    +print
    +print "========================================================"
    +print "What kind of thing is 'Trillium'?"
    +print
    +
    +# ---- task 4: the event loop.  We loop forever, observing events. ---
    +while 1:
    +
    +    # We observe the next event
    +    answer = raw_input().upper()
    +
    +    # -------------------------------------------------------
    +    # Task 3: Associate interesting keyboard events with their
    +    # event handlers.  A simple form of binding.
    +    # -------------------------------------------------------
    +    if answer == "A": handle_A()
    +    if answer == "B": handle_B()
    +    if answer == "C": handle_C()
    +    if answer == "X":
    +        # clear the screen and exit the event loop
    +        print "\n"*100
    +        break
    +
    +    # Note that any other events are uninteresting, and are ignored
    +
    +
    +

    tt010.py

    +

    The Simplest Possible Tkinter Program -- Three Statements!

    + +

    Of the four basic GUI tasks that we discussed in the last program, +this program does only one -- it runs the event loop. +

    + +

    (1) +The first statement imports Tkinter, so that it is available for use. Note that +the form of the import ("from Tkinter import *") means that we will not have to +qualify anything that we get from Tkinter with a "Tkinter." prefix. +

    + +

    (2) +The second statement creates a "toplevel" window. Technically, what the the +second statement is doing, is creating an instance of the class "Tkinter.Tk". +

    + +

    This toplevel window is the highest-level GUI component in any +Tkinter application. By convention, the toplevel window is usually +named "root". +

    + +

    (3) +The third statement executes the "mainloop" (that is, the event loop) method of +the "root" object. As the mainloop runs, it waits for events to happen in root. +If an event occurs, then it is handled and the loop continues running, waiting +for the next evernt. The loop continues to execute until a "destroy" event +happens to the root window. A "destroy" event is one that closes a window. +When the root is destroyed, the window is closed and the event loop is exited. +

    + +

    Program Behavior

    + +

    When you run this program, you will see that (thanks to Tk) the toplevel window +automatically comes furnished with widgets to minimize, maximize, and close the +window. Try them -- you'll see that they really do work. +

    + +

    Clicking on the "close" widget (the "x" in a box, at the right of the title bar) +generates a "destroy" event. The destroy event terminates the main event loop. +And since there are no statements after "root.mainloop()", the program has nothing +more to do, and ends. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +
    +from Tkinter import * ### (1)
    +
    +root = Tk()           ### (2)
    +root.mainloop()       ### (3)
    +
    +
    +

    tt020.py

    +

    Now we tackle another of the four main GUI tasks -- specifying how the GUI +should look. +

    + +

    In this program, we introduce three major concepts of Tkinter programming: +

    +
    	* creating a GUI object and associating it with its parent
    +	* packing
    +	* containers vs. widgets
    +
    +

    From now on, I'm going to distinguish between a container component and a +widget. As I will be using the terms, a "widget" is a GUI component that +(usually) is visible and does things. A "container" in contrast is simply a +container -- a basket, as it were -- into which we can put widgets. +

    + +

    Tkinter provides a number of containers. "Canvas" is a container for drawing +applications. The most frequently used container is a "frame". +

    + +

    Frames are provided by Tkinter in a class called "Frame". An expression like: +

    +
    	Frame(myParent)
    +
    +

    creates an instance of the Frame class (that is, it creates a frame), and +associates the frame instance with its parent, myParent. Or another way of +looking at it is: such an expression adds a child frame to the myParent +component. +

    + +

    So in this program, statement (1): +

    +
    	myContainer1 = Frame(myParent)
    +
    +

    creates a frame whose parent is myParent (that is, root), and gives it the name +"myContainer1". In short, it creates a container into which we can put widgets. +(We won't put any widgets into in this program. We'll do that in later programs.) +

    + +

    Note that the parent/child relationship here is a LOGICAL one, not a visual one. +This relationship exists to support such things as the destroy event -- so that +when a parent component (such as the root) is destroyed, the parent knows who +its children are, and can destroy them before destroying itself. +

    + +

    (2) +The next statement "packs" myContainer1. +

    +
         myContainer1.pack()
    +
    +

    Simply put, "packing" is a process of setting up a VISUAL relationship between a +GUI component and its parent. If you don't pack a component, you will never see +it. +

    + +

    "Pack" invokes the Tkinter "pack" geometry manager. A geometry manager is +essentially an API -- a way of talking to Tkinter -- for telling Tkinter how you +want containers and widgets to be visually presented. Tkinter supports three +geometry managers: pack, grid, and place. Pack (and to a lesser extent) grid +are the most widely used, because they are the easiest to use. All of the +examples in "Thinking in Tkinter" use the pack geometry manager. +

    + +

    So here you see a basic pattern for Tkinter programming that we will see +over and over again. +

    +
      (1) an instance (of a widget or a container) is created, and associated with its parent
    +  (2) the instance is packed.
    +
    +

    Program Behavior

    + +

    When you run this program, it will look very much like the previous one, except +that there will be less to see. That is because ... +

    + +

    Frames Are Elastic

    + +

    A frame is basically a container. The interior of a container -- the "space" as +it were, inside the container -- is called the "cavity". ("Cavity" is a +technical term that Tkinter gets from Tk.) +

    + +

    This cavity is "stretchy" or elastic, like a rubber band. Unless you specify an +minimum or maximum size for the frame, the cavity will stretch or shrink to +accommodate whatever is placed inside the frame. +

    + +

    In the previous program, because we hadn't put anything into it, the root +displayed itself with its default size. +

    + +

    But in this program, we *have* put something into the root's cavity -- we have +put Container1 into it. So the root frame shrinks to accommodate the size of +Container1. But since we haven't put any widgets into Container1, and we haven't +specified a minimum size for Container1, the root's cavity shrinks down to +nothing. That is why there is nothing to see below the title bar. +

    + +

    In the next few programs, we will put widgets and other containers into +Container1, and you will see how Container1 stretches to accommodate them. +

    + +

    [revised: 2003-02-24] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +root = Tk()
    +
    +myContainer1 = Frame(root)  ### (1)
    +myContainer1.pack()         ### (2)
    +
    +root.mainloop()
    +
    +
    +

    tt030.py

    +

    In this program, we create our first widget, and put it into myContainer1. +

    + +

    (1) +The widget will be a button -- that is, it will be an instance of the Tkinter +"Button" class. The statement: +

    +
    		button1 = Button(myContainer1)
    +
    +

    creates the button, gives it the name "button1", and associates it with its +parent, the container object called myContainer1. +

    + +

    (2)(3) +Widgets have many attributes, which are stored in their local namespace +dictionary. Button widgets have attributes to control their size, their +foreground and background colors, the text that they display, how their borders +look, and so on. In this example, we will set just two of button1's +attributes: the background color and the text. We do it by setting the values +in the button's dictionary with the keys "text" and "background". +

    +
    		button1["text"]= "Hello, World!"
    +		button1["background"] = "green"
    +
    +

    (4) +And of course, we pack button1. +

    +
    		button1.pack()
    +
    +

    Some Useful Technical Terminology

    + +

    Sometimes the relationship between a container and the widget(s) that it +contains is referred to as a "parent/child" relationship. It is also +referred to as a "master/slave" relationship. +

    + +

    Program Behavior

    + +

    When you run this program, you should see that Container1 now contains a green +button with the text "Hello, World!". When you click on it, it won't do +anything, because we haven't yet specified what we want to happen when the +button is clicked. (We'll do that later.) +

    + +

    For now, you will have to close the window, as before, by clicking the CLOSE +icon on the title bar. +

    + +

    Note how myContainer1 has stretched to accommodate button1. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +root = Tk()
    +
    +myContainer1 = Frame(root)
    +myContainer1.pack()
    +
    +button1 = Button(myContainer1)      ### (1)
    +button1["text"]= "Hello, World!"    ### (2)
    +button1["background"] = "green"     ### (3)
    +button1.pack()	                    ### (4)
    +
    +root.mainloop()
    +
    +
    +

    tt035.py

    +

    Using A Class Structure

    + +

    In this program, we introduce the concept of structuring a Tkinter application +as a set of classes. +

    + +

    In this program, we have added a class called MyApp and moved some of the code +from the previous program into its constructor (__init__) method. In this +restructured version of the program, we do 3 different things: +

    + +

    (1) +In our code, we define a class (MyApp) that defines how we want our GUI to look. +It defines the way we want our GUI to look and the kinds of things that we want +to do with it. All of this code is put into the constructor (__init__) method +of the class. (1a) +

    + +

    (2) +When the program executes, the first thing it does is to create an instance of +the class. The statement that creates the instance is +

    +
       myapp = MyApp(root)
    +
    +

    Note that the name of the class is "MyApp" (note the capitalization) and +the name of the instance is "myapp" (note the lack of capitalization). +

    + +

    Note also that this statement passes "root" as an argument into the constructor +method (__init__) of MyApp. The constructor method recognizes the root under +the name "myParent". (1a) +

    + +

    (3) +Finally, we run mainloop on the root. +

    + +

    Why Structure Your Application As A Class?

    + +

    One of the reasons to use a class structure in your program is simply to control +the program better. A program that is structured into classes is probably -- +especially if it is a very big program -- a lot easier to understand than one +that is unstructured. +

    + +

    A more important consideration is that structuring your application as a +class helps you to avoid the use of global variables. Eventually, as your +program grows, you will probably want some of your event handlers to be able +to share information among themselves. One way is to use global variables, +but that is a very messy techniqe. A much better way is to use instance (that is, +"self." variables), and for that you must give your application a class +structure. We will explore this issue in a later program in this series. +

    + +

    When To Introduce Class Structuring

    + +

    We've introduced the notion of a class structure for Tkinter programs early, in +order to explain it and then move on to other matters. But in actual +development, you may choose to proceed differently. +

    + +

    In many cases, a Tkinter program starts as a simple script. All of the code is +inline, as in our previous program. Then, as you understand new dimensions of +the application, the programs grows. After a while, you have a LOT of code. You +may have started to use global variables... maybe a LOT of global variables. +The program starts to become difficult to understand and modify. When that +happens, it is time to refactor your program, and to re-structure it using +classes. +

    + +

    On the other hand, if you are comfortable with classes, and have a pretty good +idea of the final shape of your program, you may choose to structure your +program using classes from the very beginning. +

    + +

    But on the other hand (back to the first hand?), early in the development +process (Gerrit Muller has observed) often you don't yet know the best class +structure to use -- early in the process, you simply don't have a clear enough +understanding of the problem and the solution. Starting to use classes too +early in the process can introduce a lot of unnecessary structure that merely +clutters up the code, hinders understanding, and eventually requires more +refactoring. +

    + +

    So it is pretty much a matter of individual taste and experience and prevailing +circumstances. Do what feels right for you. And -- no matter what you choose +to do -- don't be afraid to do some serious refactoring when you need to. +

    + +

    Program Behavior

    + +

    When you run this program, it will look exactly like the previous one. +No functionality has been changed -- only how the code is structured. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:                         ### (1)
    +    def __init__(self, myParent):      ### (1a)
    +        self.myContainer1 = Frame(myParent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1)
    +        self.button1["text"]= "Hello, World!"
    +        self.button1["background"] = "green"
    +        self.button1.pack()
    +
    +root = Tk()
    +myapp = MyApp(root)  ### (2)
    +root.mainloop()      ### (3)
    +
    +
    +

    tt040.py

    +

    (1) +In the previous program, we created a button object, button1, and then set its +text and backround color in a fairly straightforward way. +

    +
    		self.button1["text"]= "Hello, World!"
    +		self.button1["background"] = "green"
    +
    +

    In this program, we add three more button to Container1, using slightly +different methods. +

    + +

    (2) +For button2, the process is essentially the same as for button1, but instead of +accessing the button's dictionary, we use the button's built-in "configure" +method. +

    + +

    (3) +For button3, we see that the configure method can take multiple keyword +arguments, so we can set multiple options in a single statement. +

    + +

    (4) +In the previous examples, setting up the button has been a two-step process: +first we create the button, then we set its properties. But it is possible to +specify the button's properties at the time that we create it. The "Button" +widget (like all widgets) expects its first argument to be its parent. This is +a positional argument, not a keyword argument. But after that, you can, if you wish, +add one or more keyword arguments that specify properties of the widget. +

    + +

    Program Behavior

    + +

    When you run this program, you should see that Container1 now contains, in +addition to the original green button, three more buttons. +

    + +

    Note how myContainer1 has stretched to accommodate these other buttons. +

    + +

    Note also that the buttons are stacked on top of each other. In the next +program, we will see why they arrange themselves this way, and see how to +arrange them differently. +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1)
    +        self.button1["text"] = "Hello, World!"   ### (1)
    +        self.button1["background"] = "green"     ### (1)
    +        self.button1.pack()
    +
    +        self.button2 = Button(self.myContainer1)
    +        self.button2.configure(text="Off to join the circus!") ### (2)
    +        self.button2.configure(background="tan")               ### (2)
    +        self.button2.pack()
    +
    +
    +        self.button3 = Button(self.myContainer1)
    +        self.button3.configure(text="Join me?", background="cyan")  ### (3)
    +        self.button3.pack()
    +
    +        self.button4 = Button(self.myContainer1, text="Goodbye!", background="red") ### (4)
    +        self.button4.pack()
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt050.py

    +

    In the last program, we saw two buttons, stacked on top of each other. Probably, +however, we'd like to see them side-by-side. In this program, we do that, and we +start to see what we can do with pack(). +

    + +

    (1) (2) (3) (4) +

    + +

    Packing is a way of controlling the VISUAL relationship of components. So what +we are going to do now is to use the pack "side" option to put the buttons +side-by-side rather than stacked on top of each other. We do it with the "side" +argument to the pack() statement, for example: +

    +
    		self.button1.pack(side=LEFT)
    +
    +

    Note that LEFT (like RIGHT, TOP, and BOTTOM) are user-friendly constants defined +in Tkinter. That is, "LEFT" is actually "Tkinter.LEFT" -- but because of the +way that we imported Tkinter, we don't need to supply the "Tkinter." prefix. +

    + +

    Why The Buttons Were Stacked Vertically In The Last Program

    + +

    As you remember, in the last program, we just packed the buttons without specifying +any "side" option, and the buttons packed on top of each other. That is because the +default "side" option is "side=TOP". +

    + +

    So when we packed button1, it was packed at the top of the cavity inside of +myContainer1. That left the cavity for myContainer1 positioned below button1. +Then we packed button2. It was packed at the the top of the cavity, which means +that it was positioned immediately below button1. And the cavity is now positioned +below button2. +

    + +

    If we had packed the buttons in a different order -- for example, if we had +packed button2 first, and then packed button1 -- their positions would have been +reversed, and button2 would have been on top. +

    + +

    So, as you can see, one of the ways that you can control the appearance of your +GUI is by controlling the order in which you pack widgets inside containers. +

    + +

    Some Technical Terminology -- "orientation"

    + +

    "Vertical" orientation includes the TOP and BOTTOM sides. +"Horizonal" orientation includes the LEFT and RIGHT sides. +

    + +

    When you are packing widgets and containers, it is possible to mix the two +orientations. For example, we could have packed one button with a vertical +orientation (say, TOP) and the other button with a horizontal orientation (say, +LEFT). +

    + +

    But mixing orientations inside a container this way is not a good idea. If you +use mixed orientations, then predicting what the final result will look like is +difficult, and you will likely be surprised by the way the GUI looks if the +window is re-sized. +

    + +

    So it is a good design practice never to mix orientations with the same +container. The way to handle complicated GUIs, where you really do want to use +multiple orientations, is to nest containers within containers. We'll explore +that topic in a later program. +

    + +

    Program Behavior

    + +

    When you run this program, you will now see the two buttons, side by side. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1)
    +        self.button1["text"]= "Hello, World!"
    +        self.button1["background"] = "green"
    +        self.button1.pack(side=LEFT)	### (1)
    +
    +
    +        self.button2 = Button(self.myContainer1)
    +        self.button2.configure(text="Off to join the circus!")
    +        self.button2.configure(background="tan")
    +        self.button2.pack(side=LEFT)	 ### (2)
    +
    +
    +        self.button3 = Button(self.myContainer1)
    +        self.button3.configure(text="Join me?", background="cyan")
    +        self.button3.pack(side=LEFT)	  ### (3)
    +
    +        self.button4 = Button(self.myContainer1, text="Goodbye!", background="red")
    +        self.button4.pack(side=LEFT)	  ### (4)
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt060.py

    +

    Now it is time to get our buttons to do something. We turn our attention to the +last two (or our original four) basic GUI tasks -- writing event handler +routines to do the actual work of our program, and binding the event handler +routines to widgets and events. +

    + +

    Note that in this program we have abandoned all the buttons that we created in +our last program, and have returned to a simpler situation in which our GUI +contains only two buttons: "OK" and "Cancel". +

    + +

    As you will remember from the discussion in our first program, one of the basic +GUI task is "binding". "Binding" is the process of defining a connection or +relationship between (usually): +

    +
       * a widget,
    +   * a type of event, and
    +   * an "event handler".
    +
    +

    An "event handler" is a method or subroutine that handles events when they +occur. [In Java, event handlers are called "listeners". I like this name, +because it suggests exactly what they do -- "listen" for events, and respond to +them.] +

    + +

    In Tkinter, the way that you create this binding is through the bind() method +that is a feature of all Tkinter widgets. You use the bind() method in a +statement of the form: +

    +
    	widget.bind(event_type_name, event_handler_name)
    +
    +

    This kind of binding is called "event binding". +

    + +

    [There is another way of binding an event_handler to a widget. It is called +"command binding" and we will look at it a couple of programs from now. But for +now, let's look at event binding. Once we understand what event binding is, it +will make it easier to explain command binding.] +

    + +

    Before we begin, we need to point out a possible point of confusion. The word +"button" can be used to refer to two entirely different things: (1) a button +widget -- a GUI component that is displayed on the computer monitor -- and (2) a +button on your mouse -- the kind of button that you press with your finger. In +order to avoid confusion, I will usually try to distinguish them by referring to +"button widget" or "mouse button" rather than simply to "button". +

    + +

    (1) +We bind "<Button-1>" events (clicks of the left mouse button) on the button1 +widget to the "self.button1Click" method. When button1 is left-clicked with the mouse, +the self.button1Click() method will be invoked to handle the event. +

    + +

    (3) +Note that, although they aren't specified on the "bind" operation, self.button1Click() +will be passed two arguments. The first, of course, will be "self", which is always the first +argument to all class methods in Python. The second will be an event object. This technique of binding +and event (that is, using the bind() method) always implicitly passes an event object as +an argument. +

    + +

    In Python/Tkinter, when an event occurs, it takes the form of an event object. An +event object is extremely useful, because it carries with it all sorts of useful information +and methods. You can examine the event object to find out what kind of event occurred, +the widget where it occurred, and other useful bits of information. +

    + +

    (4) +So, what do we want to happen when button1 is clicked? Well, in this case we have +it do something quite simple. It simply changes its color from green to yellow, and +back again. +

    + +

    (2) +Let's make button2 (the "Goodbye!" button) actually do some useful work. We will make +it shut down the window. So we bind a left-mouse click in button2 to the button2Click() +method, and +

    + +

    (6) +We have the button2Click() method destroy the root window, the parent window of +myapp. This will have a ripple effect, and will destroy all the children and +descendents of the root. In short, every part of the GUI will be destroyed. +

    + +

    Of course, to do this, myapp has to know who its parent is. So (7) we add code +to its constructor to allow myapp to remember its parent. +

    + +

    Program Behavior

    + +

    When you run this program, you will see two buttons. Clicking on the "OK" button +will change its color. Clicking on the "Cancel" button will shut down the +application. +

    + +

    When our GUI is open, if you hit the TAB key on the keyboard, you will notice +that the keyboard focus tabs between the two buttons. But if you hit the +ENTER/RETURN key on the keyboard, nothing happens. That is because we have +bound only mouse clicks, not keyboard events, to our buttons. Our next task +will be to bind keyboard events to the buttons, also. +

    + +

    Finally, notice that because the text of one button is shorter than the text of the +other, the two buttons are of different sizes. This is rather ugly. We will +fix that in a later program. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +
    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent  ### (7) remember my parent, the root
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.bind("<Button-1>", self.button1Click) ### (1)
    +
    +        self.button2 = Button(self.myContainer1)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.pack(side=RIGHT)
    +        self.button2.bind("<Button-1>", self.button2Click) ### (2)
    +
    +    def button1Click(self, event):    ### (3)
    +        if self.button1["background"] == "green": ### (4)
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self, event):  ### (5)
    +        self.myParent.destroy()     ### (6)
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt070.py

    +

    In the previous program, you could make the buttons do something by clicking on +them with the mouse, but you couldn't make them do something by pressing a key +on the keyboard. In this program, we see how to make them react to keyboard +events as well as mouse events. +

    + +

    First, we need the concept of "input focus", or simply "focus". +

    + +

    If you're familiar with Greek mythology (or if you saw the Disney animated movie +"Hercules") you may remember the Fates. The Fates were three old women who +controlled the destinies of men. Each human life was a thread in the hands of +the Fates, and when they cut the thread, the life ended. +

    + +

    The remarkable thing about the Fates was that they shared only one eye among +all three of them. The one with the eye had to do all of the seeing, and tell +the other two what she saw. The eye could be passed from one Fate to another, +so they could take turns seeing. And of course, if you could steal the eye, you +had a MAJOR bargaining chip when negotiating with the Fates. +

    + +

    "Focus" is what allows the widgets on your GUI to see keyboard events. It is to +the widgets on your GUI, what the single eye was to the Fates. +

    + +

    Only one widget at a time can have the focus, and the widget that "has focus" is +the widget that sees, and responds to, keyboard events. "Setting focus" on a +widget is the process of giving the focus to the widget. +

    + +

    In this program, for example, our GUI has two buttons: "OK" and "Cancel". +Suppose I hit the RETURN button on the keyboard. Will that keypress "Return" +event be seen by (or sent to) the "OK" button, indicating the user has accepted +his choice? Or will the "Return" event be seen by (or sent to) the "Cancel" +button, indicating that the user has cancelled the operation? It depends on +where the "focus" is. That is, it depends on which (if any) of the buttons "has +focus". +

    + +

    Like the Fates' eye, which could be passed from one Fate to another, focus can +be passed from one GUI widget to another. There are several ways of passing, or +moving, the focus from one widget to another. One way is with the mouse. You +can "set focus" on a widget by clicking on the widget with the left mouse +button. (At least, this model, which is called the "click to type" model, is +the way it works on Windows and Macintosh, and in Tk and Tkinter. There are +some systems that use a "focus follows mouse" convention in which the widget +that is under the mouse automatically has focus, and no click is necessary. You +can get the same effect in Tk by using the tk_focusFollowsMouse procedure.) +

    + +

    Another way to set focus is with the keyboard. The set of widgets that are +capable of receiving the focus are stored in a circular list (the "traversal +order") in the order in which the widgets were created. Hitting the TAB key on +the keyboard moves the focus from its current location (which may be nowhere) to +the next widget in the list. At the end of the list, the focus moves to the +widget at the head of the list. And hitting SHIFT+TAB moves the focus backward, +rather than forward, in the list. +

    + +

    When a GUI button has focus, the fact that it has focus is shown by a small +dotted box around the text of the button. Here's how to see it. Run our +previous program. When the program starts, and the GUI displays, neither of the +buttons has focus, so you don't see the dotted box. Now hit the TAB key. You +will see the little dotted box appear around the left button, showing that focus +has been given to it. Now hit the TAB key again, and again. You will see how +the focus jumps to the next button, and when it reaches the last button, it +wraps around again to the first one. (Since the program shows only two buttons, +the effect is that the focus jumps back and forth between the two buttons.) +

    + +

    (0) +In this program, we would like the OK button to have focus from the very +beginning. So we use the "focus_force()" method, which forces the focus to go to +the OK button. When you run this program, you will see that the OK button has +focus from the time the application starts. +

    + +

    In the last program, our buttons responded to only one keyboard event -- a keyprees +of the TAB key -- which moved the focus back and forth between the two buttons. +But if you hit the ENTER/RETURN key on the keyboard, nothing happened. That is +because we had bound only mouse clicks, not keyboard events, to our buttons. +

    + +

    In this program we will also bind keyboard events to the buttons. +

    + +

    (1) (2) +The statements to bind keyboard events to the buttons are quite simple -- they +have the same format as statements to bind mouse events. The only difference is +that the name of the event is the name of a keyboard event (in this case, +"<Return>") rather than a mouse event. +

    + +

    We want a press of the RETURN key on the keyboard and a click of the left mouse +button to have the same effect on the widget, so we bind the same event handler +to both types of events. +

    + +

    This program shows that you can bind multiple types of events to a single widget +(such as a button). And you can bind multiple <widget, event> combinations to +the same event handler. +

    + +

    (3) (4) +Now that our button widgets respond to multiple kinds of events, we can +demonstrate how to retrieve information from an event object. What we will do +is to pass the event objects to (5) a "report_event" routine that will (6) print +out information about the event that it obtains from the event's attributes. +

    + +

    Note that in order to see this information printed out on the console, you +must run this program using python (not pythonw) from a console window. +

    + +

    Program Behavior

    + +

    When you run this program, you will see two buttons. Clicking on the left +button, or pressing the RETURN key when the button has the keyboard focus, will +change its color. Clicking on the right button, or pressing the RETURN key when +the button has the keyboard focus, will shut down the application. For any of +these keyboard or mouse events, you should see a printed message giving the time +of the event and describing the event. +

    + +

    [Revised: 2002-09-26] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()         ### (0)
    +        self.button1.bind("<Button-1>", self.button1Click)
    +        self.button1.bind("<Return>", self.button1Click)  ### (1)
    +
    +        self.button2 = Button(self.myContainer1)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.pack(side=RIGHT)
    +        self.button2.bind("<Button-1>", self.button2Click)
    +        self.button2.bind("<Return>", self.button2Click)  ### (2)
    +
    +    def button1Click(self, event):
    +        report_event(event)        ### (3)
    +        if self.button1["background"] == "green":
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self, event):
    +        report_event(event)   ### (4)
    +        self.myParent.destroy()
    +
    +def report_event(event):     ### (5)
    +    """Print a description of an event, based on its attributes.
    +    """
    +    event_name = {"2": "KeyPress", "4": "ButtonPress"}
    +    print "Time:", str(event.time)   ### (6)
    +    print "EventType=" + str(event.type), \
    +        event_name[str(event.type)],\
    +        "EventWidgetId=" + str(event.widget), \
    +        "EventKeySymbol=" + str(event.keysym)
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt074.py

    +

    In an earlier program, we introduced "event binding". There is another way of +binding an event_handler to a widget. It is called "command binding" and we +will look at it in this program. +

    + +

    Command Binding

    + +

    You will remember that in our previous programs, we bound the "<Button-1>" mouse +event to our button widget. "Button" is another name for a "ButtonPress" mouse +event. And a "ButtonPress" mouse event is different from a "ButtonRelease" +mouse event. The "ButtonPress" event is the act of pushing down on the mouse +button, BUT NOT RELEASING IT. The "ButtonRelease" event is the act of releasing +the mouse button -- letting it up again. +

    + +

    We need to distinguish a mouse ButtonPress from a mouse ButtonRelease in order +to support such features as "drag and drop", in which we do a ButtonPress on +some GUI component, drag the component somewhere, and then "drop" it in the new +location by by releasing the mouse button. +

    + +

    But button widgets are not the kind of thing that can be dragged-and-dropped. +If a user thought that he could drag and drop a button, he might do a +ButtonPress on the button widget, then drag the mouse pointer to someplace else +on the screen, and release the mouse button. This is NOT the kind of activity +that we want to recognize as a "push" (or -- technical term -- "invocation") of +the button widget. For us to consider a button widget as having been pushed, we +want the user to do a ButtonPress on the widget, and then -- WITHOUT moving the +mouse pointer away from the widget -- to do a ButtonRelease. *THAT* is what we +will consider to be a button press. +

    + +

    This is a more complicated notion of button invocation than we have used in our +previous programs, where we simply bound a "Button-1" event to the button widget +using event binding. +

    + +

    Fortunately, there is another form of binding that supports this more +complicated notion of widget invocation. It is called "command binding" because +it uses the widget's "command" option. +

    + +

    In this program, look at the lines with comments (1) and (2) to see how command +binding is done. In those lines, we use the "command" option to bind button1 to +the "self.button1Click" event handler, and to bind button2 to the +"self.button2Click" event handler. +

    + +

    (3) (4) +

    + +

    Look at the definition of the event handlers themselves. Note that -- unlike +the event handlers in the previous program -- they are NOT expecting an event +object as an argument. That is because command binding, unlike event binding, +does NOT automatically pass an event object as an argument. And of course, this +makes sense. A command binding doesn't bind a single event to a handler. It +binds multiple events to a handler. For a Button widget, for instance, it binds +a pattern of a ButtonPress followed by a ButtonRelease to a handler. If it were +to pass an event to its event handler, which event would it pass: ButtonPress or +ButtonRelease? Neither would be exactly correct. This is why command binding, +unlike event binding, does not pass an event object. +

    + +

    We will look a little bit more at this difference in our next program, but for +now, let's run the program. +

    + +

    Program Behavior

    + +

    When you run this program, the buttons that you see will look exactly like the +buttons in the previous program... but they will behave differently. +

    + +

    Compare their behavior when doing a mouse ButtonPress on one of the buttons. For +example, move the mouse pointer on the screen until it is positioned over the +"OK" button widget, and then press down on the left mouse button BUT +DO NOT LET THE MOUSE BUTTON UP. +

    + +

    If you do this with the previous example, the button1Click handler will be run +immediately and you will see a message printed. But if you do this with this program, +nothing will happen... UNTIL YOU RELEASE THE MOUSE BUTTON. When you release the mouse +button, you will see a printed message. +

    + +

    There is another difference. Compare their behaviour when you do a keypress of +the spacebar, and of the RETURN key. For example, use the TAB key to put the focus +on the "OK" button, then press the spacebar or the RETURN key. +

    + +

    In the previous program (where we bound the "OK" button to the "Return" keypress +event), pressing the spacebar has no effect but pressing the RETURN key causes the +button to change color. In this program, on the other hand, the behavior is just +the reverse -- pressing the spacebar causes the button to change color, but pressing +the RETURN key has no effect. +

    + +

    We'll look at these behaviors in our next program. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1, command=self.button1Click) ### (1)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()
    +
    +
    +        self.button2 = Button(self.myContainer1, command=self.button2Click)  ### (2)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.pack(side=RIGHT)
    +
    +
    +    def button1Click(self):  ### (3)
    +        print "button1Click event handler"
    +        if self.button1["background"] == "green":
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self): ### (4)
    +        print "button2Click event handler"
    +        self.myParent.destroy()
    +
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt075.py

    +

    In the previous program, we introduced "command binding" and pointed out some of +the differences between event binding and command binding. In this program, we +explore those differences in a bit more detail. +

    + +

    What Events Does "command" Bind To?

    + +

    In the previous program, if you use the TAB key to put the focus on the "OK" +button, pressing the spacebar causes the button to change color, but pressing +the RETURN key has no effect. +

    + +

    The reason for this is that the "command" option for a Button widget provides +keyboard-event awareness as well as mouse-event awareness. The keyboard event +that it listens for is a press of the spacebar, not of the RETURN key. So, with +command binding, pressing the spacebar will cause the OK button to change color, +but pressing the RETURN key will have no effect. +

    + +

    This behavior seems (to me, at least, with my Windows background) unusual. So +part of the moral here is that if you are going to use command binding, it is a +good idea to understand exactly what it is you are binding to. That is, it is a +good idea to understand exactly what keyboard and/or mouse events cause the +command to be invoked. +

    + +

    Unfortunately, the only really reliable source of this information is the Tk +source code itself. For more accessible information, you can check books about +Tk (Brent Welch's "Practical Programming in Tcl and Tk" is especially good) or +about Tkinter. The Tk documentation is spotty, but available online. For +version 8.4 of Tcl, the online documentation is available at: +

    +
          http://www.tcl.tk/man/tcl8.4/TkCmd/contents.htm
    +
    +

    You should also know that not all widgets provide a "command" option. Most of +the various Button widgets (RadioButton, CheckButton, etc.) do. And others +provide similar options (e.g. scrollcommand). But you really have to +investigate each different kind of widget to find out whether it supports +command binding. But by all means learn about the "command" option for the +widgets that you will be using. It will improve the behavior of your GUI, and +make your life as a coder easier. +

    + +

    Using Event Binding And Command Binding Together

    + +

    We noted in our last program that command binding, unlike event binding, does +NOT automatically pass an event object as an argument. This can make life a +little complicated if you want to bind an event handler to a widget using *both* +event binding *and* command binding. +

    + +

    For example, in this program we really would like our buttons to respond to +presses of the RETURN key as well as the spacebar. But to get them to do that, +we will have to use event binding to the <Return> keyboard event, like we did in +our earlier program. (1) +

    + +

    The problem is that the command binding will not pass an event object as an +argument, but the event binding will. So how should we write our event handler? +

    + +

    There are a number of solutions to this problem, but the simplest is to write +two event handlers. The "real" event handler (2) will be the one used by the +"command" binding, and it won't expect an event object. +

    + +

    The other event handler (3) will just be a wrapper for the real event-handler. +This wrapper will expect the event-object argument, but will ignore it and call +the real event-handler without it. We will give the wrapper the same name as +the real event-handler, but with an added "_a" suffix. +

    + +

    Program Behavior

    + +

    If you run this program, the behavior will be the same as the previous program, +except for the fact that now the buttons will respond to a press of the RETURN +key as well as the spacebar. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.button1 = Button(self.myContainer1, command=self.button1Click)
    +        self.button1.bind("<Return>", self.button1Click_a)    ### (1)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()
    +
    +        self.button2 = Button(self.myContainer1, command=self.button2Click)
    +        self.button2.bind("<Return>", self.button2Click_a)    ### (1)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.pack(side=RIGHT)
    +
    +    def button1Click(self):  ### (2)
    +        print "button1Click event handler"
    +        if self.button1["background"] == "green":
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self): ### (2)
    +        print "button2Click event handler"
    +        self.myParent.destroy()
    +
    +    def button1Click_a(self, event):  ### (3)
    +        print "button1Click_a event handler (a wrapper)"
    +        self.button1Click()
    +
    +    def button2Click_a(self, event):  ### (3)
    +        print "button2Click_a event handler (a wrapper)"
    +        self.button2Click()
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt076.py

    +

    In the last few programs, we explored ways to make your programs actually do +work with event handlers. +

    + +

    In this program, we take a quick look at sharing information between event +handlers. +

    + +

    Sharing Information Between Event-handler Functions

    + +

    There are a variety of situations in which you might want an event handler to +perform some task, and then share the results of that task with other event +handlers in your program. +

    + +

    A common pattern is that you have an application with two sets of widgets. One +set of widgets sets up, or chooses, some piece of information, and the other set +of widgets does something with the information. +

    + +

    For example, you might have a widget that allows a user to pick a filename from +a list of filenames, and another set of widgets that offer various operations on +the file that was picked -- opening the file, deleting it, copying it, renaming +it, and so on. +

    + +

    Or you might have one set of widgets that sets various configuration options for +your application, and another set (buttons offering SAVE and CANCEL options, +perhaps) that either save those settings to disk, or cancel without saving them. +

    + +

    Or you might have one set of widgets that sets up parameters for a program that +you want to run, and another widget (probably a button with a name like RUN or +EXECUTE) that starts the program running with those parameters. +

    + +

    Or you might need one invocation of an event-handler function to pass information +to a later invocation of the same function. Consider an event handler that +simply toggles a variable back and forth between two different values. In order +for it to assign a new value to the variable, it has to know what value it +assigned to the variable the last time it was run. +

    + +

    The Problem

    + +

    The problem here is that each event handler is a separate function. Each event +handler has its own local variables that it does not share with other +event-handler functions, or even with later invocations of itself. So the +problem is this -- How can an event-handler function share data with other +handlers, if it can't share its local variables with them? +

    + +

    The solution, of course, is that the variables that need to be shared cannot be +local to the event handler functions. They must be stored *outside* of the +event handler functions. +

    + +

    Solution 1 -- Use Global Variables

    + +

    One technique for doing this is to make them (the variables that you want to +share) global. For example, in each handler that needs to change or see +myVariable1 and myVariable2, you can put the statement: +

    +
    		global myVariable1, myVariable2
    +
    +

    But the use of global variables is potentially dangerous, and is generally +frowned upon as sloppy programming. +

    + +

    Solution 2 -- Use Instance Variables

    + +

    A much cleaner technique is to use "instance variables" (that is, "self." +variables) to hold the information that you want to share between event +handlers. To do this, of course, your application must be implemented in a +class, and not simply as in-line code. +

    + +

    This was one of the reasons that (earlier in this series) we put our application +into a class. Since we did that earlier, at this point our application already +has an infrastructure that will allow us to use instance variables. +

    + +

    In this program, we are going to remember and share a very simple piece of +information: the name of the last button that was invoked. We will store it in +an instance variable called "self.myLastButtonInvoked". [see ### 1 comments] +

    + +

    And to show that we actually are remembering this information, whenever a button +handler is invoked, it will print out this information. [see ### 2 comments] +

    + +

    Program Behavior

    + +

    This program shows three buttons. When you run this program, if you click on any +of the buttons, it will display its own name, and the name of the previous +button that was clicked. +

    + +

    Note that none of the buttons will close the application, so when you are ready +to close it, you must use the CLOSE widget (the icon with an "X" in a box, at +the right side of the titlebar). +

    + +

    [revised: 2002-10-05] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +
    +        ### 1 -- At the outset, we haven't yet invoked any button handler.
    +        self.myLastButtonInvoked = None
    +
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        self.yellowButton = Button(self.myContainer1, command=self.yellowButtonClick)
    +        self.yellowButton.configure(text="YELLOW", background="yellow")
    +        self.yellowButton.pack(side=LEFT)
    +
    +        self.redButton = Button(self.myContainer1, command=self.redButtonClick)
    +        self.redButton.configure(text="RED", background= "red")
    +        self.redButton.pack(side=LEFT)
    +
    +        self.whiteButton = Button(self.myContainer1, command=self.whiteButtonClick)
    +        self.whiteButton.configure(text="WHITE", background="white")
    +        self.whiteButton.pack(side=LEFT)
    +
    +    def redButtonClick(self):
    +        print "RED    button clicked.  Previous button invoked was", self.myLastButtonInvoked  ### 2
    +        self.myLastButtonInvoked = "RED"  ### 1
    +
    +    def yellowButtonClick(self):
    +        print "YELLOW button clicked.  Previous button invoked was", self.myLastButtonInvoked ### 2
    +        self.myLastButtonInvoked = "YELLOW" ### 1
    +
    +    def whiteButtonClick(self):
    +        print "WHITE  button clicked.  Previous button invoked was", self.myLastButtonInvoked ### 2
    +        self.myLastButtonInvoked = "WHITE" ### 1
    +
    +
    +print "\n"*100 # a simple way to clear the screen
    +print "Starting..."
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +print "... Done!"
    +
    +
    +

    tt077.py

    +

    In this program we explore some ... +

    + +

    More Advanced Features Of Command Binding

    + +

    In our program tt075.py, we used the "command" option to bind an event handler +to a widget. For example, in that program the statement +

    +
        self.button1 = Button(self.myContainer1, command=self.button1Click)
    +
    +

    bound the button1Click function to the button1 widget. +

    + +

    And we used event binding to bind our buttons to the <Return> keyboard event. +

    +
        self.button1.bind("", self.button1Click_a)
    +
    +

    In our earlier program, the event handlers for the two buttons performed quite +different functions. +

    + +

    But suppose that the situation was different. Suppose that we have several +buttons, all of which should trigger essentially the *same* type of action. The +best way to handle such a situation is to bind the events for all of the buttons +to a single event handler. Each button would invoke the same handler routine, +but pass it different arguments telling it what to do. +

    + +

    That is what we are doing in this program. +

    + +

    Command Binding

    + +

    In this program, as you can see, we have two buttons, and we use the "command" +option to bind them all to the same event handler -- the "buttonHandler" routine. +We pass the buttonHandler routine three arguments: the name of the button (in +the button_name variable), a number, and a string. +

    +
        self.button1 = Button(self.myContainer1,
    +    	command=self.buttonHandler(button_name, 1, "Good stuff!")
    +    	)
    +
    +

    In a serious application, the buttonHandler routine would of course do serious +work, but in this program it merely prints the arguments that it receives. +

    + +

    Event Binding

    + +

    So much for command binding. What about event binding? +

    + +

    You will note that we have commented out the two lines that do event binding on +the <Return> event. +

    +
      # self.button1.bind("", self.buttonHandler_a(event, button_name, 1, "Good stuff!"))
    +
    +

    This is the first sign of a problem. Event binding automatically passes an +event argument -- but there is simply no way to include that event argument in +our list of arguments. +

    + +

    We'll have to come back to this problem later. For now, let's simply run the +program and see what happens. +

    + +

    Program Behavior

    + +

    When you look at the code, this program looks quite reasonable. But when you +run it, you will see that it doesn't work right. The buttonHandler routine is +invoked even before the GUI is displayed. In fact, it is invoked TWO times! +

    + +

    And if you left-mouse-click on any of the buttons, you will find that nothing +happens -- the "eventHandler" routine is *not* being invoked. +

    + +

    Note that the only way to close this program is to click the "close" icon (the +"X" in a box) on the right side of the title bar. +

    + +

    So run the program now, and see what happens. Then, in our next program, we +will see why it happens. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        button_name = "OK"
    +        self.button1 = Button(self.myContainer1,
    +            command=self.buttonHandler(button_name, 1, "Good stuff!"))
    +
    +        # self.button1.bind("<Return>", self.buttonHandler_a(event, button_name, 1, "Good stuff!"))
    +        self.button1.configure(text=button_name, background="green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()  # Put keyboard focus on button1
    +
    +        button_name = "Cancel"
    +        self.button2 = Button(self.myContainer1,
    +            command=self.buttonHandler(button_name, 2, "Bad  stuff!"))
    +
    +        # self.button2.bind("<Return>", self.buttonHandler_a(event, button_name, 2, "Bad  stuff!"))
    +        self.button2.configure(text=button_name, background="red")
    +        self.button2.pack(side=LEFT)
    +
    +
    +    def buttonHandler(self, arg1, arg2, arg3):
    +        print "    buttonHandler routine received arguments:", arg1.ljust(8), arg2, arg3
    +
    + 	def buttonHandler_a(self, event, arg1, arg2, arg3):
    +        print "buttonHandler_a received event", event
    +        self.buttonHandler(arg1, arg2, arg3)
    +
    +print "\n"*100 # clear the screen
    +print "Starting program tt077."
    +root = Tk()
    +myapp = MyApp(root)
    +print "Ready to start executing the event loop."
    +root.mainloop()
    +print "Finished       executing the event loop."
    +
    +
    +

    tt078.py

    +

    Looking at the execution of the last program, we have to ask: +"What's happening here??!! The "buttonHandler" routine is being executed for each +button, even before the event loop is started!!" +

    + +

    The reason is that in a statement like +

    +
      self.button1 = Button(self.myContainer1,
    +       command = self.buttonHandler(button_name, 1, "Good stuff!"))
    +
    +

    we are calling the buttonHandler function, rather than asking that it be used as +a callback. That's not what we intended to do, but that is what we're actually +doing. +

    + +

    Note That -->

    +
     * buttonHandler is a function object, and can be used as a callback binding.
    +
    + * buttonHandler() (note the parenthesis) on the other hand is an actual call to
    +   the "buttonHandler" function.
    +
    +

    At the time that the statement +

    +
      self.button1 = Button(self.myContainer1,
    +       command = self.buttonHandler(button_name, 1, "Good stuff!"))
    +
    +

    is executed, it is actually making a call to the "buttonHandler" routine. The +buttonHandler routine executes, printing its message, and returns the results of +the call (in this case, the None object). Then the button's "command" option is +bound to the results of the call. In short, the command is bound to the "None" +object. And that is why, when you click on either of the buttons, nothing +happens. +

    + +

    Is There A Solution?

    + +

    So... what's the solution? Is there any way to parameterize, and reuse, +an event-handler function? +

    + +

    Yes. There are a couple of generally recognized techniques for doing this. One +uses the Python built-in "lambda" function, and the other uses a technique +called "currying". +

    + +

    In this program we will discuss how to work with lambda, and in the next +program we will look at currying. +

    + +

    I'm not going to try to explain how lambda and currying work -- it is too +complicated and too far off-track from our main goal, which is to get Tkinter +programs working. So I'm going to simply treat them as black boxes. I won't +talk about how they work -- I'll only talk about how to work with them. +

    + +

    So let's look at lambda. +

    + +

    Command Binding

    + +

    Originally, we thought the following statement might work: +

    +
      self.button1 = Button(self.myContainer1,
    +  	command = self.buttonHandler(button_name, 1, "Good stuff!")
    +  	)
    +
    +

    ... but we found out that it didn't work the way we thought it would. +

    + +

    The way to do what we want is to re-write this statement this way: +

    +
      self.button1 = Button(self.myContainer1,
    +       command = lambda
    +       arg1=button_name, arg2=1, arg3="Good stuff!" :
    +       self.buttonHandler(arg1, arg2, arg3)
    +       )
    +
    +

    Event Binding

    + +

    Happily, lambda also gives us a way to parameterize event binding. Instead of: +

    +
         self.button1.bind("",
    +     	self.buttonHandler_a(event, button_name, 1, "Good stuff!"))
    +
    +

    (which wouldn't work, because there was no way to include the event argument in +the argument list), we can use lambda, this way: +

    +
    		# event binding -- passing the event as an argument
    +		self.button1.bind("",
    +			lambda
    +			event, arg1=button_name, arg2=1, arg3="Good stuff!" :
    +			self.buttonHandler_a(event, arg1, arg2, arg3)
    +			)
    +
    +

    [Note that "event" here is a variable name -- it is not a Python keyword or +anything like that. This example uses the name "event" for the event argument, +but some discussions of this technique use the name "e" for the event argument, +and we could just as easily have called it "event_arg" if we had wanted to.] +

    + +

    One of the nice features of using lambda is that we can (if we wish), simply not +pass the event argument. If we don't pass the event argument, then we can call +the self.buttonHandler function directly, instead of indirectly through the +self.buttonHandler_a function. +

    + +

    To illustrate this technique, we will code the event binding for button2 +differently than we did for button1. This is what we do with button2: +

    +
    		# event binding -- without passing the event as an argument
    +		self.button2.bind("",
    +			lambda
    +			event, arg1=button_name, arg2=2, arg3="Bad  stuff!" :
    +			self.buttonHandler(arg1, arg2, arg3)
    +			)
    +
    +

    Program Behavior

    + +

    If you run this program, it will behave just as we wish. +

    + +

    Note that you can change the keyboard focus from the OK to the CANCEL button, +and back again, by pressing the TAB key on the keyboard. +

    + +

    In particular, you should experiment with invoking the OK button by pressing the +<Return> key on the keyboard. If you invoke the OK button via a keypress of the +<Return> key, you will be going through the buttonHandler_a function, and you +will also get a message from it, printing information about the event that has +been passed to it. +

    + +

    In any case, whether you click on one of the button widgets with the mouse, or +invoke a widget via a <Return> keypress on the keyboard, it will nicely print +the arguments that were passed to the buttonHandler function. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        #------------------ BUTTON #1 ------------------------------------
    +        button_name = "OK"
    +
    +        # command binding
    +        self.button1 = Button(self.myContainer1,
    +            command = lambda
    +            arg1=button_name, arg2=1, arg3="Good stuff!" :
    +            self.buttonHandler(arg1, arg2, arg3)
    +            )
    +
    +        # event binding -- passing the event as an argument
    +        self.button1.bind("<Return>",
    +            lambda
    +            event, arg1=button_name, arg2=1, arg3="Good stuff!" :
    +            self.buttonHandler_a(event, arg1, arg2, arg3)
    +            )
    +
    +        self.button1.configure(text=button_name, background="green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()  # Put keyboard focus on button1
    +
    +        #------------------ BUTTON #2 ------------------------------------
    +        button_name = "Cancel"
    +
    +        # command binding
    +        self.button2 = Button(self.myContainer1,
    +            command = lambda
    +            arg1=button_name, arg2=2, arg3="Bad  stuff!":
    +            self.buttonHandler(arg1, arg2, arg3)
    +            )
    +
    +        # event binding -- without passing the event as an argument
    +        self.button2.bind("<Return>",
    +            lambda
    +            event, arg1=button_name, arg2=2, arg3="Bad  stuff!" :
    +            self.buttonHandler(arg1, arg2, arg3)
    +            )
    +
    +        self.button2.configure(text=button_name, background="red")
    +        self.button2.pack(side=LEFT)
    +
    +
    +    def buttonHandler(self, argument1, argument2, argument3):
    +        print "    buttonHandler routine received arguments:" \
    +            , argument1.ljust(8), argument2, argument3
    +
    + 	def buttonHandler_a(self, event, argument1, argument2, argument3):
    +        print "buttonHandler_a received event", event
    +        self.buttonHandler(argument1, argument2, argument3)
    +
    +
    +print "\n"*100 # clear the screen
    +print "Starting program tt078."
    +root = Tk()
    +myapp = MyApp(root)
    +print "Ready to start executing the event loop."
    +root.mainloop()
    +print "Finished       executing the event loop."
    +
    +
    +

    tt079.py

    +

    In the previous program, we looked at a technique involving lambda to pass +arguments to an event-handler function. In this program, we will look at a +different technique, called "currying". +

    + +

    About Curry

    + +

    In its very simplest sense, currying is a technique for using a function to +construct other functions. +

    + +

    Currying is a technique borrowed from functional programming. If you would like +to learn more about currying, there are several recipes available in the "Python +Cookbook": +

    +
    	http://aspn.activestate.com/ASPN/Python/Cookbook/
    +
    +

    The curry class used in this program is from Scott David Daniels' recipe +"curry -- associating parameters with a function", available at +http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/52549 +

    + +

    As in our discussion of lambda, I'm not going to try to explain how currying +works. I'm simply going to treat the curry class as a black box. I won't talk +much about how it works -- I'll only talk about how to work with it. +

    + +

    Curry -- How To Use It

    + +

    The way to use curry (the technique) is to include a "curry" class in your +program, or to import it from its own Python file. In this program, we will +include the curry code directly in the program. +

    + +

    Originally, we thought that the following statement could bind +self.buttonHandler to self.button1's command option, but we found out that it +didn't work the way we thought it would. +

    +
      self.button1 = Button(self.myContainer1,
    +       command = self.buttonHandler(button_name, 1, "Good stuff!"))
    +
    +

    Using curry, the way to do what we want is to re-write this statement this way: +

    +
      self.button1 = Button(self.myContainer1,
    +       command = curry(self.buttonHandler, button_name, 1, "Good stuff!"))
    +
    +

    As you can see, the code is quite straightforward. Instead of invoking the +self.buttonHandler function, we create a curry object (that is, an instance of +the curry class), passing the self.buttonHandler function in as the first +argument. Basically, what happens is that the curry object remembers the name +of the function that it was given. Then when it (the curry object) is called, +it -- in its own turn -- calls the function that it was given when it was +created. +

    + +

    Event Binding

    + +

    Chad Netzer has devised a technique similar to currying, that can be used to +parameterize event binding. [NOTE that this coding of the technique requires +Python 2 or greater.] It involves using an "event_lambda" function. +

    + +

    To use event_lambda, as with curry, you need to include the code for the +"event_lambda" function in your program, or to import it from its own Python +file. In this program, we include the code for the event_lambda function +directly in our program. +

    +
    	# ---------- code for function: event_lambda --------
    +	def event_lambda(f, *args, **kwds ):
    +		"A helper function that wraps lambda in a prettier interface."
    +		return lambda event, f=f, args=args, kwds=kwds : f( *args, **kwds )
    +
    +

    Once the event_lambda function is available to us, we can use it to bind +self.buttonHandler to the <Return> keyboard event, and pass it some arguments. +Here's how we do it: +

    +
    	self.button1.bind("",
    +		event_lambda( self.buttonHandler, button_name, 1, "Good stuff!" ) )
    +
    +

    If you have an absolutely insatiable curiosity about how event_lambda works, it +is a little bit easier to see by looking at the coding for button2. +

    + +

    For button2, use use a two-step process. First we invoke the event_lambda function. +

    +
    	event_handler = event_lambda( self.buttonHandler, button_name, 2, "Bad  stuff!" )
    +
    +

    When the event_lambda function is called, it uses lambda to create a new, un-named +("anonymous") function object. +

    +
    		lambda event, f=f, args=args, kwds=kwds : f( *args, **kwds )
    +
    +

    The un-named function object is a wrapper for the function we really want to +invoke ("f", which in this program is "self.buttonHandler") and the arguments we +specified at the time we called the event_lambda function. +

    + +

    Then the event_lambda function returns this new anonymous function. +

    + +

    When event_lambda returns the anonymous function, we give it a name: "event_handler". +

    +
    	event_handler = event_lambda( self.buttonHandler, button_name, 2, "Bad  stuff!" )
    +
    +

    Then, in the second step, we bind the <Return> event to the "event_handler" +function. +

    +
    	self.button2.bind("", event_handler )
    +
    +

    Note that for the anonymous function, 'event' is just a placeholder argument +which is discarded and never used. Only the positional arguments (args) and the +keyword arguments (kwds) are passed to the button-handler routine. +

    + +

    Wow! I Just Burned Out A Bunch Of Brain Cells!!

    + +

    This is tricky stuff. But don't think that you need to burn out a bunch of +brain cells trying to understand how it all works. You don't need to know HOW +"curry" and "event_lambda" work in order to use them. Just treat them like +black boxes... just use them and don't worry about how they work. +

    + +

    Lambda Vs. Curry And Event_lambda -- Which Should I Use?

    + +

    Well... +

    +
     * Code to invoke curry and event_lambda is relatively intuitive, short and simple.
    +   The downside is that using them requires you to include them in the code for
    +   your program, or to import them.
    +
    + * Lambda, in contrast, is built into the Python language -- you don't need to
    +   do anything special to import it; it is simply there.
    +   The downside is that the code to use it can be long and a bit confusing.
    +
    +

    So the choice is up to you. "You pays yer money and takes yer choice," as they +say. Use what you are most comfortable with, and/or what seems most appropriate +to the task. +

    + +

    The REAL moral of this story is this... +

    + +

    Python is a powerful language, and it provides many tools that can be used to +create callback functions for handling events. "Thinking in Tkinter" is an +introduction to basic concepts, not an encyclopedia of techniques, so we can +explore only a few of those ways here. But you can be confident that as you +become more skilled with Python, and as your need for more flexibility grows, +there are more advanced features of Python that will be available to you, and +that can enable you to create just the kind of callback function that you need. +

    + +

    Program Behavior

    + +

    If you run this program, it will behave exactly as the previous program did. We +haven't changed any of the behavior of the program, just the way the program is +coded. +

    + +

    [revised: 2003-02-23] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +# ---------- code for class: curry (begin) ---------------------
    +class curry:
    +    """from Scott David Daniels'recipe
    +    "curry -- associating parameters with a function"
    +    in the "Python Cookbook"
    +    http://aspn.activestate.com/ASPN/Python/Cookbook/
    +    """
    +
    +    def __init__(self, fun, *args, **kwargs):
    +        self.fun = fun
    +        self.pending = args[:]
    +        self.kwargs = kwargs.copy()
    +
    +    def __call__(self, *args, **kwargs):
    +        if kwargs and self.kwargs:
    +            kw = self.kwargs.copy()
    +            kw.update(kwargs)
    +        else:
    +            kw = kwargs or self.kwargs
    +        return self.fun(*(self.pending + args), **kw)
    +# ---------- code for class: curry (end) ---------------------
    +
    +
    +# ---------- code for function: event_lambda (begin) --------
    +def event_lambda(f, *args, **kwds ):
    +    """A helper function that wraps lambda in a prettier interface.
    +    Thanks to Chad Netzer for the code."""
    +    return lambda event, f=f, args=args, kwds=kwds : f( *args, **kwds )
    +# ---------- code for function: event_lambda (end) -----------
    +
    +
    +class MyApp:
    +    def __init__(self, parent):
    +        self.myParent = parent
    +        self.myContainer1 = Frame(parent)
    +        self.myContainer1.pack()
    +
    +        button_name = "OK"
    +
    +        # command binding -- using curry
    +        self.button1 = Button(self.myContainer1,
    +           command = curry(self.buttonHandler, button_name, 1, "Good stuff!"))
    +
    +        # event binding -- using the event_lambda helper function
    +        self.button1.bind("<Return>",
    +            event_lambda( self.buttonHandler, button_name, 1, "Good stuff!" ) )
    +
    +        self.button1.configure(text=button_name, background="green")
    +        self.button1.pack(side=LEFT)
    +        self.button1.focus_force()  # Put keyboard focus on button1
    +
    +
    +        button_name = "Cancel"
    +
    +        # command binding -- using curry
    +        self.button2 = Button(self.myContainer1,
    +            command = curry(self.buttonHandler, button_name, 2, "Bad  stuff!"))
    +
    +        # event binding -- using the event_lambda helper function in two steps
    +        event_handler = event_lambda( self.buttonHandler, button_name, 2, "Bad  stuff!" )
    +        self.button2.bind("<Return>", event_handler )
    +
    +        self.button2.configure(text=button_name, background="red")
    +        self.button2.pack(side=LEFT)
    +
    +
    +    def buttonHandler(self, argument1, argument2, argument3):
    +        print "    buttonHandler routine received arguments:", \
    +            argument1.ljust(8), argument2, argument3
    +
    +    def buttonHandler_a(self, event, argument1, argument2, argument3):
    +        print "buttonHandler_a received event", event
    +        self.buttonHandler(argument1, argument2, argument3)
    +
    +print "\n"*100 # clear the screen
    +print "Starting program tt079."
    +root = Tk()
    +myapp = MyApp(root)
    +print "Ready to start executing the event loop."
    +root.mainloop()
    +print "Finished       executing the event loop."
    +
    +
    +

    tt080.py

    +

    In the last several programs, we've spent a lot of time discussing +techniques for binding event handlers to widgets. +

    + +

    With this program, we return to the topic of creating the appearance of the GUI +-- setting up the widgets and controlling their appearance and location. +

    + +

    Three Techniques For Controlling The Layout Of A Gui

    + +

    There are three techniques for controlling the general layout of a GUI. +

    +
      * widget attributes
    +  * pack() options
    +  * nesting of containers (frames)
    +
    +

    In this program, we look at controlling appearance through setting of widget +attributes and pack() options. +

    + +

    We're going to be working a lot with the buttons, and with the frame that +contains them. In earlier versions of this program, we called the frame +"myContainer1". Here, we have renamed it something a bit more descriptive: +"buttons_frame". +

    + +

    The numbers of the following section refer to the numbered comments in the +source code. +

    + +

    (1) +First, to make sure that all of our buttons are the same width, we specify a +"width" attribute that is the same for all of them. Note that the "width" +attribute is specific to Tkinter's "Button" widget -- not all widgets have a +width attribute. Note also that the width attribute is specified in units of +characters (not, for example, in units of pixels, inches, or millimeters). +Since our longest label ("Cancel") contains six characters, we set the width for +our buttons to "6". (1) +

    + +

    (2) +Now we add some padding to our buttons. Padding is extra space that goes around +the text, between the text and the edge of the button. We do this by setting the +"padx" and "pady" attributes of the buttons. "padx" pads along the X-axis, +horizontally, to the left and right. "pady" pads along the Y-axis, vertically, +to the top and bottom. +

    + +

    We will specify our horizontal padding as 3 millimeters (padx="3m") and our +vertical padding as 1 millimeter (pady="1m"). Note that, unlike the "width" +attribute (which was numeric), these attributes are enclosed in quotation marks. +That is because we are specifying the units of padding with the "m" suffix, so +we must specify the padding lengths as strings rather than as numbers. +

    + +

    (3) +Finally, we add some padding to the container (buttons_frame) that holds the +buttons. For the container, we can specify four padding attributes. "padx" and +"pady" specify the padding that goes around (outside) the frame. "ipadx" and +"ipady" ("internal padx" and "internal pady") specify the internal padding. +This is padding that goes around each of the widgets that are inside the +container. +

    + +

    Notice that we don't specify the padding for the frame as an attribute of the +frame, but as options that we pass to the packer. (4). As you can see, the +padding is a bit confusing. Frames have internal padding, but widget such as +buttons do not. In some cases, the padding is an attribute of the widget, while +in other cases it is specified as an option to pack(). +

    + +

    Program Behavior

    + +

    When you run this program, you will see two buttons. But now there they should +both be the same size. The sides of the buttons don't grip the button-text so +closely. And the buttons are surrounded by a nice border of space. +

    + +

    [revised: 2003-02-23 +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +
    +        #------ constants for controlling layout ------
    +        button_width = 6      ### (1)
    +
    +        button_padx = "2m"    ### (2)
    +        button_pady = "1m"    ### (2)
    +
    +        buttons_frame_padx =  "3m"   ### (3)
    +        buttons_frame_pady =  "2m"   ### (3)
    +        buttons_frame_ipadx = "3m"   ### (3)
    +        buttons_frame_ipady = "1m"   ### (3)
    +        # -------------- end constants ----------------
    +
    +        self.myParent = parent
    +        self.buttons_frame = Frame(parent)
    +
    +        self.buttons_frame.pack(    ### (4)
    +            ipadx=buttons_frame_ipadx,  ### (3)
    +            ipady=buttons_frame_ipady,  ### (3)
    +            padx=buttons_frame_padx,    ### (3)
    +            pady=buttons_frame_pady,    ### (3)
    +            )
    +
    +
    +        self.button1 = Button(self.buttons_frame, command=self.button1Click)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.focus_force()
    +        self.button1.configure(
    +            width=button_width,  ### (1)
    +            padx=button_padx,    ### (2)
    +            pady=button_pady     ### (2)
    +            )
    +
    +        self.button1.pack(side=LEFT)
    +        self.button1.bind("<Return>", self.button1Click_a)
    +
    +        self.button2 = Button(self.buttons_frame, command=self.button2Click)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.configure(
    +            width=button_width,  ### (1)
    +            padx=button_padx,    ### (2)
    +            pady=button_pady     ### (2)
    +            )
    +
    +        self.button2.pack(side=RIGHT)
    +        self.button2.bind("<Return>", self.button2Click_a)
    +
    +    def button1Click(self):
    +        if self.button1["background"] == "green":
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self):
    +        self.myParent.destroy()
    +
    +    def button1Click_a(self, event):
    +        self.button1Click()
    +
    +    def button2Click_a(self, event):
    +        self.button2Click()
    +
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt090.py

    +

    In this program, we look at nesting of containers (frames). What we are going to +do is to create a series of frames, nested inside each other: bottom_frame, +left_frame, and big_frame. +

    + +

    These frames will contain nothing -- no widgets. Normally, because frames are +elastic, the would shrink down to nothing. But we specify "height" and "width" +attributes to provide an initial size for them. +

    + +

    Note that we don't provide heights or widths for all of the frames. For +myContainer1, for instance, we don't provide either. But we do provide heights +and widths for its descendants, and it will stretch to accommodate the +cumulative heights and widths of its descendants. +

    + +

    In a later program we will explore putting widgets into these frames, but in +this program we will simply create the frames, and give them different different +sizes, positions, and background colors. +

    + +

    We also put a ridged border around the three frames that will be of most iterest +to us in the future: bottom_frame, left_frame, and right_frame. The other frames +(for instance top_frame and buttons_frame) are not given a border. +

    + +

    Program Behavior

    + +

    When you run this program, you will see the different frames, with different +background colors. +

    + +

    [revised: 2005-07-15] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +
    +        self.myParent = parent
    +
    +        ### Our topmost frame is called myContainer1
    +        self.myContainer1 = Frame(parent) ###
    +        self.myContainer1.pack()
    +
    +        #------ constants for controlling layout ------
    +        button_width = 6      ### (1)
    +
    +        button_padx = "2m"    ### (2)
    +        button_pady = "1m"    ### (2)
    +
    +        buttons_frame_padx =  "3m"   ### (3)
    +        buttons_frame_pady =  "2m"   ### (3)
    +        buttons_frame_ipadx = "3m"   ### (3)
    +        buttons_frame_ipady = "1m"   ### (3)
    +        # -------------- end constants ----------------
    +
    +        ### We will use VERTICAL (top/bottom) orientation inside myContainer1.
    +        ### Inside myContainer1, first we create buttons_frame.
    +        ### Then we create top_frame and bottom_frame.
    +        ### These will be our demonstration frames.
    +
    +        # buttons frame
    +        self.buttons_frame = Frame(self.myContainer1) ###
    +        self.buttons_frame.pack(
    +            side=TOP,   ###
    +            ipadx=buttons_frame_ipadx,
    +            ipady=buttons_frame_ipady,
    +            padx=buttons_frame_padx,
    +            pady=buttons_frame_pady,
    +            )
    +
    +        # top frame
    +        self.top_frame = Frame(self.myContainer1)
    +        self.top_frame.pack(side=TOP,
    +            fill=BOTH,
    +            expand=YES,
    +            )  ###
    +
    +        # bottom frame
    +        self.bottom_frame = Frame(self.myContainer1,
    +            borderwidth=5,  relief=RIDGE,
    +            height=50,
    +            background="white",
    +            ) ###
    +        self.bottom_frame.pack(side=TOP,
    +            fill=BOTH,
    +            expand=YES,
    +            )  ###
    +
    +
    +        ### Now we will put two more frames, left_frame and right_frame,
    +        ### inside top_frame.  We will use HORIZONTAL (left/right)
    +        ### orientation within top_frame.
    +
    +        # left_frame
    +        self.left_frame = Frame(self.top_frame, background="red",
    +            borderwidth=5,  relief=RIDGE,
    +            height=250,
    +            width=50,
    +            ) ###
    +        self.left_frame.pack(side=LEFT,
    +            fill=BOTH,
    +            expand=YES,
    +            )  ###
    +
    +
    +        ### right_frame
    +        self.right_frame = Frame(self.top_frame, background="tan",
    +            borderwidth=5,  relief=RIDGE,
    +            width=250,
    +            )
    +        self.right_frame.pack(side=RIGHT,
    +            fill=BOTH,
    +            expand=YES,
    +            )  ###
    +
    +
    +        # now we add the buttons to the buttons_frame
    +        self.button1 = Button(self.buttons_frame, command=self.button1Click)
    +        self.button1.configure(text="OK", background= "green")
    +        self.button1.focus_force()
    +        self.button1.configure(
    +            width=button_width,  ### (1)
    +            padx=button_padx,    ### (2)
    +            pady=button_pady     ### (2)
    +            )
    +
    +        self.button1.pack(side=LEFT)
    +        self.button1.bind("<Return>", self.button1Click_a)
    +
    +        self.button2 = Button(self.buttons_frame, command=self.button2Click)
    +        self.button2.configure(text="Cancel", background="red")
    +        self.button2.configure(
    +            width=button_width,  ### (1)
    +            padx=button_padx,    ### (2)
    +            pady=button_pady     ### (2)
    +            )
    +
    +        self.button2.pack(side=RIGHT)
    +        self.button2.bind("<Return>", self.button2Click_a)
    +
    +    def button1Click(self):
    +        if self.button1["background"] == "green":
    +            self.button1["background"] = "yellow"
    +        else:
    +            self.button1["background"] = "green"
    +
    +    def button2Click(self):
    +        self.myParent.destroy()
    +
    +    def button1Click_a(self, event):
    +        self.button1Click()
    +
    +    def button2Click_a(self, event):
    +        self.button2Click()
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    +
    +

    tt095.py

    +

    Sizing windows can be a frustrating experience when working with Tkinter. +Imagine this situation. You believe in iterative development, so first you +carefully lay out a frame with the height and width specification that you want. +You test it and you see that it works. Then you move on to the next step, and +add some buttons to the frame. You test it again, but now to your surprise +Tkinter is acting as if there were no "height" and "width" specifications for +the frame, and the frame has snapped down to tightly encase the buttons. +

    + +

    What's going on ???!!! +

    + +

    Well, the packer's behavior is inconsistent. Or, shall we say: the packer's +behavior depends on a lot of situational factors. The bottom line is that the +packer will honor the size request of a container if the container is empty, but +if the container contains any other widgets, then the elastic nature of the +container comes to the fore -- the "height" and "width" settings for the +container are ignored, and the size of the container is adjusted to enclose the +widgets as closely as possible. +

    + +

    The bottom line is that you really cannot control the size of a container that +contains widgets. +

    + +

    What you CAN control is the the initial size of the entire root window, and you +do this with the Window Manager "geometry" option. +

    + +

    (1) +

    + +

    In this program, we use the geometry option to make a nice big window around +our smaller frame. +

    + +

    (2) +Note that the "title" option, which we also use in this program, is also a +Window Manager method. "Title" controls the text of the title in the window's +title bar. +

    + +

    Not also that Window Manager options can optionally be specified with a "wm_" +prefix, e.g. "wm_geometry" and "wm_title". In this program, just to show that +it can be done either way, we use "geometry" and "wm_title". +

    + +

    Program Behavior

    + +

    This program puts up four windows in succession. +

    + +

    Note that you will have to close each window by clicking on the "close" +widget -- the "X" in a box at the right of the title bar. +

    + +

    In case 1, we see what a frame looks like when height and width are specified, +and -- NOTE -- it contains no widgets. +

    + +

    In case 2, we see what the exact same frame looks like when some widgets (in our +case, three buttons) are added to it. Note that the frame has snapped down +tight around the three buttons. +

    + +

    In case 3, we again show what the empty frame looks like, only this time we use +the geometry option to control the size of the window as a whole. We can see +the blue background of the frame inside the larger gray field of the window. +

    + +

    In case 4, we again show the frame with three buttons in it, but this time +specifying the frame size with the geometry option. Note that the size of the +window is the same as it was in Case 3, but (as in Case 2) the frame has snapped +down around the buttons, and we cannot see any of the frame's blue background at +all. +

    + +

    [revised: 2002-10-01] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class App:
    +    def __init__(self, root, use_geometry, show_buttons):
    +        fm = Frame(root, width=300, height=200, bg="blue")
    +        fm.pack(side=TOP, expand=NO, fill=NONE)
    +
    +        if use_geometry:
    +            root.geometry("600x400")  ### (1) Note geometry Window Manager method
    +
    +        if show_buttons:
    +            Button(fm, text="Button 1", width=10).pack(side=LEFT)
    +            Button(fm, text="Button 2", width=10).pack(side=LEFT)
    +            Button(fm, text="Button 3", width=10).pack(side=LEFT)
    +
    +
    +case = 0
    +for use_geometry in (0, 1):
    +    for show_buttons in (0,1):
    +        case = case + 1
    +        root = Tk()
    +        root.wm_title("Case " + str(case))  ### (2) Note wm_title Window Manager method
    +        display = App(root, use_geometry, show_buttons)
    +        root.mainloop()
    +
    +
    +
    +

    tt100.py

    +

    In this program, we look at several pack() options for controlling layouts +within a frame: +

    +
      * side
    +  * fill
    +  * expand
    +  * anchor
    +
    +

    This program is unlike the other programs in this series. That is, you don't +need to read the source code in order to understand how to code some feature. +You need to RUN the program. +

    + +

    The purpose of the program is to show you the results of pack options. Running +the program will allow you to set different pack options and to observe the +effects of different combinations of options. +

    + +

    The Concepts Underlying The Pack Options

    + +

    To understand how we can control the appearance of widgets within a container +(that is, with a frame), we need to remember that the pack geometry manager uses +a "cavity" model of arrangement. That is, each container contains a cavity, and +we pack slaves within the container. +

    + +

    In talking about the positioning and display of components with a container, it +will be useful to have three concepts: +

    +
     * unclaimed space (that is, the cavity)
    + * claimed but unused space
    + * claimed and used  space
    +
    +

    When you pack a widget, such as a button, it is always packed along one of the +four sides of the cavity. The pack "side" option specifies which side to use. +For example, if we specify "side=LEFT", the the widget will be packed (that is, +positioned) on the left side of the cavity. +

    + +

    When a widget is packed along a side, it claims the entire side, although it may +not actually use all of the space it has claimed. Suppose we pack a small button +called X along the left side of a large cavity, as in the following diagram. +

    +
                      -------------------
    +    claimed but   |   |             |
    +    unused -----> |   |   cavity    |
    +                  |   | (unclaimed) |
    +                  |___|             |
    +    claimed and   |   |             |
    +    used -------> | X |             |
    +                  |___|             |
    +                  |   |             |
    +    claimed but   |   |             |
    +    unused -----> |   |             |
    +                  |   |             |
    +                  -------------------
    +
    +

    The cavity (the unclaimed area) is now to the right of the widget. Widget X has +claimed the entire left side, in a strip that is wide enough to hold it. But +because widget X is small, it actually uses only a small part of the area that +it has claimed. That is the part that it uses to display itself. +

    + +

    As you can see, widget X has claimed only enough space as it needs to display +itself. If we specify a pack option of "expand=YES", it will claim ALL of the +available area. No part of the cavity would be left unclaimed. Note that +this does not mean that widget X would *use* the whole area. It would still +only use the small part that it needs. +

    + +

    If a widget has claimed more space than it is using, it has two choices: +

    +
     * it can move around in the unclaimed space, or
    + * it can grow to fill the unclaimed space.
    +
    +

    If we want it to grow to use the the unclaimed space, we can use the "fill" +option, which tells a widget whether or not it can grow to fill the unused +space, and in which direction it can grow. +

    +
      * "fill=NONE" means that it cannot grow.
    +  * "fill=X"    means that it can grow along the X-axis (i.e. horizontally).
    +  * "fill=Y"    means that it can grow along the Y-axis (i.e. vertically).
    +  * "fill=BOTH" means that it can grow both horizontally and vertically.
    +
    +

    If we want it to grow to move around in the the unclaimed space, then we can use +the "anchor" option, which tells a widget where to position itself in the space +it has claimed. The values of the anchor option are like compass headings. "N" +means "north" (i.e. centered at the top of the claimed area). "NE" means +"northeast" (i.e. in the upper, right corner of the claimed area), "CENTER" +means centered right in the middle of the claimed area. And so on. +

    + +

    Running The Program

    + +

    So now, run the program. You don't need to read the code. Just run the program +and experiment with the various pack options of the three demo buttons. +

    + +

    Button A's frame gives it a horizontal cavity to run around in -- the frame is +no taller than the button. +

    + +

    Button B's cavity gives it a vertical cavity to run around in -- the frame is no +wider than the button. +

    + +

    And button C's frame gives it a big cavity -- much wider and taller than the +button itself -- to play in. +

    + +

    If the appearance of any of the buttons under certain settings surprises +you, try to figure out why the button looks the way it does. +

    + +

    And finally.... +

    + +

    A Useful Debugging Tip

    + +

    Note that packing is a complicated business, because the positioning of a widget +with respect to other widgets that were packed earlier depends in part on how +the other widgets were packed. That is, if the other widgets were packed to the +left, then the cavity within which the next widget can be packed will be to +their right. But if they were packed to the top of the cavity, then the cavity +within which the next widget can be packed will be below them. It can all get +very confusing. +

    + +

    Here is a useful debugging tip. If you are developing your layout and hit a +problem -- things aren't acting the way you think they should -- then give each +of your containers (that is, each of your frames) a different background color, +for example: +

    +
          bg="red"
    +
    +

    or +

    +
          bg="cyan"
    +
    +

    or +

    +
          bg="tan"
    +
    +

    ... or yellow, or blue, or red, and so on. +

    + +

    This will allow you to see how the frames are actually arranging themselves. Often, +what you see will give you a clue as to what the problem is. +

    + +

    [revised: 2004-04-26] +

    +

    Program Source Code

    +from Tkinter import *
    +
    +class MyApp:
    +    def __init__(self, parent):
    +
    +        #------ constants for controlling layout of buttons ------
    +        button_width = 6
    +        button_padx = "2m"
    +        button_pady = "1m"
    +        buttons_frame_padx =  "3m"
    +        buttons_frame_pady =  "2m"
    +        buttons_frame_ipadx = "3m"
    +        buttons_frame_ipady = "1m"
    +        # -------------- end constants ----------------
    +
    +
    +        # set up Tkinter variables, to be controlled by the radio buttons
    +        self.button_name   = StringVar()
    +        self.button_name.set("C")
    +
    +        self.side_option = StringVar()
    +        self.side_option.set(LEFT)
    +
    +        self.fill_option   = StringVar()
    +        self.fill_option.set(NONE)
    +
    +        self.expand_option = StringVar()
    +        self.expand_option.set(YES)
    +
    +        self.anchor_option = StringVar()
    +        self.anchor_option.set(CENTER)
    +
    +
    +        # -------------- end constants ----------------
    +
    +        self.myParent = parent
    +        self.myParent.geometry("640x400")
    +
    +        ### Our topmost frame is called myContainer1
    +        self.myContainer1 = Frame(parent) ###
    +        self.myContainer1.pack(expand=YES, fill=BOTH)
    +
    +
    +        ### We will use HORIZONTAL (left/right) orientation inside myContainer1.
    +        ### Inside myContainer1, we create control_frame and demo_frame.
    +
    +        # control frame - basically everything except the demo frame
    +        self.control_frame = Frame(self.myContainer1) ###
    +        self.control_frame.pack(side=LEFT, expand=NO,  padx=10, pady=5, ipadx=5, ipady=5)
    +
    +        # inside control_frame we create a header label
    +        # and a buttons_frame at the top,
    +        # and demo_frame at the bottom
    +
    +        myMessage="This window shows the effects of the \nexpand, fill, and anchor packing options.\n"
    +        Label(self.control_frame, text=myMessage, justify=LEFT).pack(side=TOP, anchor=W)
    +
    +        # buttons frame
    +        self.buttons_frame = Frame(self.control_frame) ###
    +        self.buttons_frame.pack(side=TOP, expand=NO, fill=Y, ipadx=5, ipady=5)
    +
    +        # demo frame
    +        self.demo_frame = Frame(self.myContainer1) ###
    +        self.demo_frame.pack(side=RIGHT, expand=YES, fill=BOTH)
    +
    +
    +        ### Inside the demo frame, we create top_frame and bottom_frame.
    +        ### These will be our demonstration frames.
    +        # top frame
    +        self.top_frame = Frame(self.demo_frame)
    +        self.top_frame.pack(side=TOP, expand=YES, fill=BOTH)  ###
    +
    +        # bottom frame
    +        self.bottom_frame = Frame(self.demo_frame,
    +            borderwidth=5, 	relief=RIDGE,
    +            height=50,
    +            bg="cyan",
    +            ) ###
    +        self.bottom_frame.pack(side=TOP, fill=X)
    +
    +
    +        ### Now we will put two more frames, left_frame and right_frame,
    +        ### inside top_frame.  We will use HORIZONTAL (left/right)
    +        ### orientation within top_frame.
    +
    +        # left_frame
    +        self.left_frame = Frame(self.top_frame,	background="red",
    +            borderwidth=5, 	relief=RIDGE,
    +            width=50,
    +            ) ###
    +        self.left_frame.pack(side=LEFT, expand=NO, fill=Y)
    +
    +
    +        ### right_frame
    +        self.right_frame = Frame(self.top_frame, background="tan",
    +            borderwidth=5, 	relief=RIDGE,
    +            width=250
    +            )
    +        self.right_frame.pack(side=RIGHT, expand=YES, fill=BOTH)
    +
    +
    +        # now put a button in each of the interesting frames
    +        button_names = ["A", "B", "C"]
    +        side_options = [LEFT, TOP, RIGHT, BOTTOM]
    +        fill_options = [X, Y, BOTH, NONE]
    +        expand_options = [YES, NO]
    +        anchor_options = [NW, N, NE, E, SE, S, SW, W, CENTER]
    +
    +
    +        self.buttonA = Button(self.bottom_frame, text="A")
    +        self.buttonA.pack()
    +        self.buttonB = Button(self.left_frame, text="B")
    +        self.buttonB.pack()
    +        self.buttonC = Button(self.right_frame, text="C")
    +        self.buttonC.pack()
    +        self.button_with_name = {"A":self.buttonA, "B":self.buttonB, "C":self.buttonC}
    +
    +        # now we some subframes to the buttons_frame
    +        self.button_names_frame   = Frame(self.buttons_frame, borderwidth=5)
    +        self.side_options_frame   = Frame(self.buttons_frame, borderwidth=5)
    +        self.fill_options_frame   = Frame(self.buttons_frame, borderwidth=5)
    +        self.expand_options_frame = Frame(self.buttons_frame, borderwidth=5)
    +        self.anchor_options_frame = Frame(self.buttons_frame, borderwidth=5)
    +
    +        self.button_names_frame.pack(  side=LEFT, expand=YES, fill=Y, anchor=N)
    +        self.side_options_frame.pack(  side=LEFT, expand=YES, anchor=N)
    +        self.fill_options_frame.pack(  side=LEFT, expand=YES, anchor=N)
    +        self.expand_options_frame.pack(side=LEFT, expand=YES, anchor=N)
    +        self.anchor_options_frame.pack(side=LEFT, expand=YES, anchor=N)
    +
    +        Label(self.button_names_frame, text="\nButton").pack()
    +        Label(self.side_options_frame, text="Side\nOption").pack()
    +        Label(self.fill_options_frame, text="Fill\nOption").pack()
    +        Label(self.expand_options_frame, text="Expand\nOption").pack()
    +        Label(self.anchor_options_frame, text="Anchor\nOption").pack()
    +
    +        for option in button_names:
    +            button = Radiobutton(self.button_names_frame, text=str(option), indicatoron=1,
    +                value=option, command=self.button_refresh, variable=self.button_name)
    +            button["width"] = button_width
    +            button.pack(side=TOP)
    +
    +        for option in side_options:
    +            button = Radiobutton(self.side_options_frame, text=str(option), indicatoron=0,
    +                value=option, command=self.demo_update, variable=self.side_option)
    +            button["width"] = button_width
    +            button.pack(side=TOP)
    +
    +        for option in fill_options:
    +            button = Radiobutton(self.fill_options_frame, text=str(option), indicatoron=0,
    +                value=option, command=self.demo_update, variable=self.fill_option)
    +            button["width"] = button_width
    +            button.pack(side=TOP)
    +
    +        for option in expand_options:
    +            button = Radiobutton(self.expand_options_frame, text=str(option), indicatoron=0,
    +                value=option, command=self.demo_update, variable=self.expand_option)
    +            button["width"] = button_width
    +            button.pack(side=TOP)
    +
    +        for option in anchor_options:
    +            button = Radiobutton(self.anchor_options_frame, text=str(option), indicatoron=0,
    +                value=option, command=self.demo_update, variable=self.anchor_option)
    +            button["width"] = button_width
    +            button.pack(side=TOP)
    +
    +        self.cancelButtonFrame = Frame(self.button_names_frame)
    +        self.cancelButtonFrame.pack(side=BOTTOM, expand=YES, anchor=SW)
    +
    +        self.cancelButton = Button(self.cancelButtonFrame,
    +            text="Cancel", background="red",
    +            width=button_width,
    +            padx=button_padx,
    +            pady=button_pady
    +            )
    +        self.cancelButton.pack(side=BOTTOM, anchor=S)
    +
    +
    +
    +        self.cancelButton.bind("<Button-1>", self.cancelButtonClick)
    +        self.cancelButton.bind("<Return>", self.cancelButtonClick)
    +
    +        # set up the buttons in their initial position
    +        self.demo_update()
    +
    +
    +    def button_refresh(self):
    +        button = self.button_with_name[self.button_name.get()]
    +        properties = button.pack_info()
    +        self.fill_option.set  (  properties["fill"] )
    +        self.side_option.set  (  properties["side"] )
    +        self.expand_option.set(  properties["expand"] )
    +        self.anchor_option.set(  properties["anchor"] )
    +
    +
    +    def demo_update(self):
    +        button = self.button_with_name[self.button_name.get()]
    +        button.pack(fill=self.fill_option.get()
    +            , side=self.side_option.get()
    +            , expand=self.expand_option.get()
    +            , anchor=self.anchor_option.get()
    +            )
    +
    +
    +    def cancelButtonClick(self, event):
    +        self.myParent.destroy()
    +
    +
    +root = Tk()
    +myapp = MyApp(root)
    +root.mainloop()
    +
    + \ No newline at end of file diff --git a/Programming/Python/Thinking in Tkinter (2005).pdf b/Programming/Python/Thinking in Tkinter (2005).pdf new file mode 100644 index 0000000000000000000000000000000000000000..e7f3fe8faca69425e7bccd777a94b316dee3ba94 Binary files /dev/null and b/Programming/Python/Thinking in Tkinter (2005).pdf differ diff --git a/Programming/Python/Tkinter 8.4 reference - a GUI for Python (2010).pdf b/Programming/Python/Tkinter 8.4 reference - a GUI for Python (2010).pdf new file mode 100644 index 0000000000000000000000000000000000000000..dbf2c01957ae90aad6354b179dfe363afcd026f5 --- /dev/null +++ b/Programming/Python/Tkinter 8.4 reference - a GUI for Python (2010).pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff59c4773b77c11dfc718949799d1205042d5cc84031d44620ac096a09c10ec3 +size 1472138 diff --git a/Programming/Python/Twisted Network Programming Essentials - Event-driven Network Programming with Python (2005).chm 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125/braceright 136/circumflex 148/quotedblright 150/endash 171/guillemotleft 187/guillemotright 235/edieresis] +>> endobj +1526 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /SYFPBV+CMMI10 +/FontDescriptor 2235 0 R +/FirstChar 60 +/LastChar 62 +/Widths 2221 0 R +>> endobj +1175 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /YDHZDN+CMR10 +/FontDescriptor 2237 0 R +/FirstChar 50 +/LastChar 61 +/Widths 2223 0 R +>> endobj +1176 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /LGTQCZ+CMR7 +/FontDescriptor 2239 0 R +/FirstChar 49 +/LastChar 57 +/Widths 2222 0 R +>> endobj +1036 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /GFAWRG+CMSY10 +/FontDescriptor 2241 0 R +/FirstChar 15 +/LastChar 15 +/Widths 2226 0 R +>> endobj +1030 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /RWDICZ+LINE10 +/FontDescriptor 2243 0 R +/FirstChar 27 +/LastChar 54 +/Widths 2227 0 R +>> endobj +1571 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /UFZTWD+NimbusMonL-Bold +/FontDescriptor 2245 0 R 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endobj +766 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /IZYDIA+NimbusRomNo9L-Regu +/FontDescriptor 2257 0 R +/FirstChar 2 +/LastChar 150 +/Widths 2233 0 R +/Encoding 2219 0 R +>> endobj +1049 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /YBWTUV+NimbusRomNo9L-ReguItal +/FontDescriptor 2261 0 R +/FirstChar 97 +/LastChar 117 +/Widths 2225 0 R +/Encoding 2219 0 R +>> endobj +847 0 obj << +/Type /Font +/Subtype /Type1 +/BaseFont /ICHRRY+NimbusRomNo9L-Regu-Slant_167 +/FontDescriptor 2259 0 R +/FirstChar 44 +/LastChar 89 +/Widths 2230 0 R +/Encoding 2219 0 R +>> endobj +768 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [762 0 R 800 0 R 844 0 R 886 0 R 929 0 R 972 0 R] +>> endobj +986 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [983 0 R 1003 0 R 1023 0 R 1032 0 R 1038 0 R 1042 0 R] +>> endobj +1050 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [1046 0 R 1052 0 R 1056 0 R 1060 0 R 1068 0 R 1072 0 R] +>> endobj +1079 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [1076 0 R 1083 0 R 1089 0 R 1094 0 R 1098 0 R 1104 0 R] +>> endobj +1114 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [1111 0 R 1118 0 R 1123 0 R 1132 0 R 1136 0 R 1142 0 R] +>> endobj +1149 0 obj << +/Type /Pages +/Count 6 +/Parent 2262 0 R +/Kids [1146 0 R 1151 0 R 1160 0 R 1165 0 R 1172 0 R 1178 0 R] +>> endobj +1185 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1182 0 R 1187 0 R 1191 0 R 1196 0 R 1201 0 R 1205 0 R] +>> endobj +1214 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1211 0 R 1216 0 R 1220 0 R 1224 0 R 1230 0 R 1237 0 R] +>> endobj +1246 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1243 0 R 1248 0 R 1252 0 R 1256 0 R 1260 0 R 1270 0 R] +>> endobj +1282 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1279 0 R 1284 0 R 1288 0 R 1294 0 R 1298 0 R 1302 0 R] +>> endobj +1311 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1308 0 R 1314 0 R 1319 0 R 1325 0 R 1329 0 R 1334 0 R] +>> endobj +1341 0 obj << +/Type /Pages +/Count 6 +/Parent 2263 0 R +/Kids [1338 0 R 1343 0 R 1347 0 R 1351 0 R 1355 0 R 1359 0 R] +>> endobj +1367 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1364 0 R 1369 0 R 1373 0 R 1377 0 R 1381 0 R 1385 0 R] +>> endobj +1392 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1389 0 R 1394 0 R 1398 0 R 1405 0 R 1409 0 R 1414 0 R] +>> endobj +1422 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1419 0 R 1424 0 R 1429 0 R 1433 0 R 1437 0 R 1443 0 R] +>> endobj +1454 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1448 0 R 1456 0 R 1460 0 R 1464 0 R 1472 0 R 1478 0 R] +>> endobj +1486 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1482 0 R 1488 0 R 1493 0 R 1497 0 R 1501 0 R 1507 0 R] +>> endobj +1516 0 obj << +/Type /Pages +/Count 6 +/Parent 2264 0 R +/Kids [1513 0 R 1519 0 R 1523 0 R 1530 0 R 1537 0 R 1541 0 R] +>> endobj +1550 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1547 0 R 1553 0 R 1557 0 R 1564 0 R 1568 0 R 1573 0 R] +>> endobj +1580 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1577 0 R 1582 0 R 1588 0 R 1597 0 R 1601 0 R 1605 0 R] +>> endobj +1612 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1609 0 R 1614 0 R 1618 0 R 1622 0 R 1626 0 R 1632 0 R] +>> endobj +1641 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1638 0 R 1645 0 R 1649 0 R 1653 0 R 1659 0 R 1665 0 R] +>> endobj +1676 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1673 0 R 1678 0 R 1682 0 R 1686 0 R 1690 0 R 1694 0 R] +>> endobj +1702 0 obj << +/Type /Pages +/Count 6 +/Parent 2265 0 R +/Kids [1699 0 R 1704 0 R 1712 0 R 1717 0 R 1725 0 R 1730 0 R] +>> endobj +1740 0 obj << +/Type /Pages +/Count 6 +/Parent 2266 0 R +/Kids [1736 0 R 1744 0 R 1748 0 R 1752 0 R 1756 0 R 1760 0 R] +>> endobj +1767 0 obj << +/Type /Pages +/Count 6 +/Parent 2266 0 R +/Kids [1764 0 R 1769 0 R 1773 0 R 1777 0 R 1784 0 R 1788 0 R] +>> endobj +1795 0 obj << +/Type /Pages +/Count 6 +/Parent 2266 0 R +/Kids [1792 0 R 1797 0 R 1801 0 R 1812 0 R 1816 0 R 1822 0 R] +>> endobj +1831 0 obj << +/Type /Pages +/Count 6 +/Parent 2266 0 R +/Kids [1828 0 R 1833 0 R 1837 0 R 1841 0 R 1846 0 R 1959 0 R] +>> endobj +2099 0 obj << +/Type /Pages +/Count 2 +/Parent 2266 0 R +/Kids [2096 0 R 2216 0 R] +>> endobj +2262 0 obj << +/Type /Pages +/Count 36 +/Parent 2267 0 R +/Kids [768 0 R 986 0 R 1050 0 R 1079 0 R 1114 0 R 1149 0 R] +>> endobj +2263 0 obj << +/Type /Pages +/Count 36 +/Parent 2267 0 R +/Kids [1185 0 R 1214 0 R 1246 0 R 1282 0 R 1311 0 R 1341 0 R] +>> endobj +2264 0 obj << +/Type /Pages +/Count 36 +/Parent 2267 0 R +/Kids [1367 0 R 1392 0 R 1422 0 R 1454 0 R 1486 0 R 1516 0 R] +>> endobj +2265 0 obj << +/Type /Pages +/Count 36 +/Parent 2267 0 R +/Kids [1550 0 R 1580 0 R 1612 0 R 1641 0 R 1676 0 R 1702 0 R] +>> endobj +2266 0 obj << +/Type /Pages +/Count 26 +/Parent 2267 0 R +/Kids [1740 0 R 1767 0 R 1795 0 R 1831 0 R 2099 0 R] +>> endobj 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+/Parent 2268 0 R +/Prev 683 0 R +/Next 751 0 R +/First 731 0 R +/Last 747 0 R +/Count -5 +>> endobj +723 0 obj << +/Title 724 0 R +/A 721 0 R +/Parent 683 0 R +/Prev 703 0 R +>> endobj +719 0 obj << +/Title 720 0 R +/A 717 0 R +/Parent 703 0 R +/Prev 715 0 R +>> endobj +715 0 obj << +/Title 716 0 R +/A 713 0 R +/Parent 703 0 R +/Prev 711 0 R +/Next 719 0 R +>> endobj +711 0 obj << +/Title 712 0 R +/A 709 0 R +/Parent 703 0 R +/Prev 707 0 R +/Next 715 0 R +>> endobj +707 0 obj << +/Title 708 0 R +/A 705 0 R +/Parent 703 0 R +/Next 711 0 R +>> endobj +703 0 obj << +/Title 704 0 R +/A 701 0 R +/Parent 683 0 R +/Prev 699 0 R +/Next 723 0 R +/First 707 0 R +/Last 719 0 R +/Count -4 +>> endobj +699 0 obj << +/Title 700 0 R +/A 697 0 R +/Parent 683 0 R +/Prev 695 0 R +/Next 703 0 R +>> endobj +695 0 obj << +/Title 696 0 R +/A 693 0 R +/Parent 683 0 R +/Prev 691 0 R +/Next 699 0 R +>> endobj +691 0 obj << +/Title 692 0 R +/A 689 0 R +/Parent 683 0 R +/Prev 687 0 R +/Next 695 0 R +>> endobj 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+>> endobj +647 0 obj << +/Title 648 0 R +/A 645 0 R +/Parent 583 0 R +/Prev 643 0 R +/Next 651 0 R +>> endobj +643 0 obj << +/Title 644 0 R +/A 641 0 R +/Parent 583 0 R +/Prev 639 0 R +/Next 647 0 R +>> endobj +639 0 obj << +/Title 640 0 R +/A 637 0 R +/Parent 583 0 R +/Prev 635 0 R +/Next 643 0 R +>> endobj +635 0 obj << +/Title 636 0 R +/A 633 0 R +/Parent 583 0 R +/Prev 631 0 R +/Next 639 0 R +>> endobj +631 0 obj << +/Title 632 0 R +/A 629 0 R +/Parent 583 0 R +/Prev 627 0 R +/Next 635 0 R +>> endobj +627 0 obj << +/Title 628 0 R +/A 625 0 R +/Parent 583 0 R +/Prev 623 0 R +/Next 631 0 R +>> endobj +623 0 obj << +/Title 624 0 R +/A 621 0 R +/Parent 583 0 R +/Prev 619 0 R +/Next 627 0 R +>> endobj +619 0 obj << +/Title 620 0 R +/A 617 0 R +/Parent 583 0 R +/Prev 615 0 R +/Next 623 0 R +>> endobj +615 0 obj << +/Title 616 0 R +/A 613 0 R +/Parent 583 0 R +/Prev 611 0 R +/Next 619 0 R +>> endobj +611 0 obj << +/Title 612 0 R +/A 609 0 R +/Parent 583 0 R +/Prev 607 0 R +/Next 615 0 R +>> endobj +607 0 obj << +/Title 608 0 R +/A 605 0 R +/Parent 583 0 R +/Prev 603 0 R +/Next 611 0 R +>> endobj +603 0 obj << +/Title 604 0 R +/A 601 0 R +/Parent 583 0 R +/Prev 599 0 R +/Next 607 0 R +>> endobj +599 0 obj << +/Title 600 0 R +/A 597 0 R +/Parent 583 0 R +/Prev 595 0 R +/Next 603 0 R +>> endobj +595 0 obj << +/Title 596 0 R +/A 593 0 R +/Parent 583 0 R +/Prev 591 0 R +/Next 599 0 R +>> endobj +591 0 obj << +/Title 592 0 R +/A 589 0 R +/Parent 583 0 R +/Prev 587 0 R +/Next 595 0 R +>> endobj +587 0 obj << +/Title 588 0 R +/A 585 0 R +/Parent 583 0 R +/Next 591 0 R +>> endobj +583 0 obj << +/Title 584 0 R +/A 581 0 R +/Parent 523 0 R +/Prev 579 0 R +/Next 655 0 R +/First 587 0 R +/Last 651 0 R +/Count -17 +>> endobj +579 0 obj << +/Title 580 0 R +/A 577 0 R +/Parent 523 0 R +/Prev 575 0 R +/Next 583 0 R +>> endobj +575 0 obj << +/Title 576 0 R +/A 573 0 R +/Parent 523 0 R +/Prev 571 0 R +/Next 579 0 R +>> endobj +571 0 obj << +/Title 572 0 R +/A 569 0 R +/Parent 523 0 R +/Prev 567 0 R +/Next 575 0 R +>> endobj +567 0 obj << +/Title 568 0 R +/A 565 0 R +/Parent 523 0 R +/Prev 539 0 R +/Next 571 0 R +>> endobj +563 0 obj << +/Title 564 0 R +/A 561 0 R +/Parent 539 0 R +/Prev 559 0 R +>> endobj +559 0 obj << +/Title 560 0 R +/A 557 0 R +/Parent 539 0 R +/Prev 555 0 R +/Next 563 0 R +>> endobj +555 0 obj << +/Title 556 0 R +/A 553 0 R +/Parent 539 0 R +/Prev 551 0 R +/Next 559 0 R +>> endobj +551 0 obj << +/Title 552 0 R +/A 549 0 R +/Parent 539 0 R +/Prev 547 0 R +/Next 555 0 R +>> endobj +547 0 obj << +/Title 548 0 R +/A 545 0 R +/Parent 539 0 R +/Prev 543 0 R +/Next 551 0 R +>> endobj +543 0 obj << +/Title 544 0 R +/A 541 0 R +/Parent 539 0 R +/Next 547 0 R +>> endobj +539 0 obj << +/Title 540 0 R +/A 537 0 R +/Parent 523 0 R +/Prev 535 0 R +/Next 567 0 R +/First 543 0 R +/Last 563 0 R +/Count -6 +>> endobj +535 0 obj << +/Title 536 0 R +/A 533 0 R +/Parent 523 0 R +/Prev 531 0 R +/Next 539 0 R +>> endobj +531 0 obj << +/Title 532 0 R +/A 529 0 R +/Parent 523 0 R +/Prev 527 0 R +/Next 535 0 R +>> endobj +527 0 obj << +/Title 528 0 R +/A 525 0 R +/Parent 523 0 R +/Next 531 0 R +>> endobj +523 0 obj << +/Title 524 0 R +/A 521 0 R +/Parent 2268 0 R +/Prev 459 0 R +/Next 659 0 R +/First 527 0 R +/Last 655 0 R +/Count -10 +>> endobj +519 0 obj << +/Title 520 0 R +/A 517 0 R +/Parent 459 0 R +/Prev 479 0 R +>> endobj +515 0 obj << +/Title 516 0 R +/A 513 0 R +/Parent 479 0 R +/Prev 511 0 R +>> endobj +511 0 obj << +/Title 512 0 R +/A 509 0 R +/Parent 479 0 R +/Prev 507 0 R +/Next 515 0 R +>> endobj +507 0 obj << +/Title 508 0 R +/A 505 0 R +/Parent 479 0 R +/Prev 503 0 R +/Next 511 0 R +>> endobj +503 0 obj << +/Title 504 0 R +/A 501 0 R +/Parent 479 0 R +/Prev 499 0 R +/Next 507 0 R +>> endobj +499 0 obj << +/Title 500 0 R +/A 497 0 R +/Parent 479 0 R +/Prev 495 0 R +/Next 503 0 R +>> endobj +495 0 obj << +/Title 496 0 R +/A 493 0 R +/Parent 479 0 R +/Prev 491 0 R +/Next 499 0 R +>> endobj +491 0 obj << +/Title 492 0 R +/A 489 0 R +/Parent 479 0 R +/Prev 487 0 R +/Next 495 0 R +>> endobj +487 0 obj << +/Title 488 0 R +/A 485 0 R +/Parent 479 0 R +/Prev 483 0 R +/Next 491 0 R +>> endobj +483 0 obj << +/Title 484 0 R +/A 481 0 R +/Parent 479 0 R +/Next 487 0 R +>> endobj +479 0 obj << +/Title 480 0 R +/A 477 0 R +/Parent 459 0 R +/Prev 463 0 R +/Next 519 0 R +/First 483 0 R +/Last 515 0 R +/Count -9 +>> endobj +475 0 obj << +/Title 476 0 R +/A 473 0 R +/Parent 463 0 R +/Prev 471 0 R +>> endobj +471 0 obj << +/Title 472 0 R +/A 469 0 R +/Parent 463 0 R +/Prev 467 0 R +/Next 475 0 R +>> endobj +467 0 obj << +/Title 468 0 R +/A 465 0 R +/Parent 463 0 R +/Next 471 0 R +>> endobj +463 0 obj << +/Title 464 0 R +/A 461 0 R +/Parent 459 0 R +/Next 479 0 R +/First 467 0 R +/Last 475 0 R +/Count -3 +>> endobj +459 0 obj << +/Title 460 0 R +/A 457 0 R +/Parent 2268 0 R +/Prev 395 0 R +/Next 523 0 R +/First 463 0 R +/Last 519 0 R +/Count -3 +>> endobj +455 0 obj << +/Title 456 0 R +/A 453 0 R +/Parent 427 0 R +/Prev 451 0 R +>> endobj +451 0 obj << +/Title 452 0 R +/A 449 0 R +/Parent 427 0 R +/Prev 447 0 R +/Next 455 0 R +>> endobj +447 0 obj << +/Title 448 0 R +/A 445 0 R +/Parent 427 0 R +/Prev 443 0 R +/Next 451 0 R +>> endobj +443 0 obj << +/Title 444 0 R +/A 441 0 R +/Parent 427 0 R +/Prev 439 0 R +/Next 447 0 R +>> endobj +439 0 obj << +/Title 440 0 R +/A 437 0 R +/Parent 427 0 R +/Prev 435 0 R +/Next 443 0 R +>> endobj +435 0 obj << +/Title 436 0 R +/A 433 0 R +/Parent 427 0 R +/Prev 431 0 R +/Next 439 0 R +>> endobj +431 0 obj << +/Title 432 0 R +/A 429 0 R +/Parent 427 0 R +/Next 435 0 R +>> endobj +427 0 obj << +/Title 428 0 R +/A 425 0 R +/Parent 395 0 R +/Prev 423 0 R +/First 431 0 R +/Last 455 0 R +/Count -7 +>> endobj +423 0 obj << +/Title 424 0 R +/A 421 0 R +/Parent 395 0 R +/Prev 419 0 R +/Next 427 0 R +>> endobj +419 0 obj << +/Title 420 0 R +/A 417 0 R +/Parent 395 0 R +/Prev 415 0 R +/Next 423 0 R +>> endobj +415 0 obj << +/Title 416 0 R +/A 413 0 R +/Parent 395 0 R +/Prev 411 0 R +/Next 419 0 R +>> endobj +411 0 obj << +/Title 412 0 R +/A 409 0 R +/Parent 395 0 R +/Prev 407 0 R +/Next 415 0 R +>> endobj +407 0 obj << +/Title 408 0 R +/A 405 0 R +/Parent 395 0 R +/Prev 403 0 R +/Next 411 0 R +>> endobj +403 0 obj << +/Title 404 0 R +/A 401 0 R +/Parent 395 0 R +/Prev 399 0 R +/Next 407 0 R +>> endobj +399 0 obj << +/Title 400 0 R +/A 397 0 R +/Parent 395 0 R +/Next 403 0 R +>> endobj +395 0 obj << +/Title 396 0 R +/A 393 0 R +/Parent 2268 0 R +/Prev 375 0 R +/Next 459 0 R +/First 399 0 R +/Last 427 0 R +/Count -8 +>> endobj +391 0 obj << +/Title 392 0 R +/A 389 0 R +/Parent 375 0 R +/Prev 387 0 R +>> endobj +387 0 obj << +/Title 388 0 R +/A 385 0 R +/Parent 375 0 R +/Prev 383 0 R +/Next 391 0 R +>> endobj +383 0 obj << +/Title 384 0 R +/A 381 0 R +/Parent 375 0 R +/Prev 379 0 R +/Next 387 0 R +>> endobj +379 0 obj << +/Title 380 0 R +/A 377 0 R +/Parent 375 0 R +/Next 383 0 R +>> endobj +375 0 obj << +/Title 376 0 R +/A 373 0 R +/Parent 2268 0 R +/Prev 347 0 R +/Next 395 0 R +/First 379 0 R +/Last 391 0 R +/Count -4 +>> endobj +371 0 obj << +/Title 372 0 R +/A 369 0 R +/Parent 347 0 R +/Prev 367 0 R +>> endobj +367 0 obj << +/Title 368 0 R +/A 365 0 R +/Parent 347 0 R +/Prev 363 0 R +/Next 371 0 R +>> endobj +363 0 obj << +/Title 364 0 R +/A 361 0 R +/Parent 347 0 R +/Prev 359 0 R +/Next 367 0 R +>> endobj +359 0 obj << +/Title 360 0 R +/A 357 0 R +/Parent 347 0 R +/Prev 355 0 R +/Next 363 0 R +>> endobj +355 0 obj << +/Title 356 0 R +/A 353 0 R +/Parent 347 0 R +/Prev 351 0 R +/Next 359 0 R +>> endobj +351 0 obj << +/Title 352 0 R +/A 349 0 R +/Parent 347 0 R +/Next 355 0 R +>> endobj +347 0 obj << +/Title 348 0 R +/A 345 0 R +/Parent 2268 0 R +/Prev 279 0 R +/Next 375 0 R +/First 351 0 R +/Last 371 0 R +/Count -6 +>> endobj +343 0 obj << +/Title 344 0 R +/A 341 0 R +/Parent 319 0 R +/Prev 339 0 R +>> endobj +339 0 obj << +/Title 340 0 R +/A 337 0 R +/Parent 319 0 R +/Prev 335 0 R +/Next 343 0 R +>> endobj +335 0 obj << +/Title 336 0 R +/A 333 0 R +/Parent 319 0 R +/Prev 331 0 R +/Next 339 0 R +>> endobj +331 0 obj << +/Title 332 0 R +/A 329 0 R +/Parent 319 0 R +/Prev 327 0 R +/Next 335 0 R +>> endobj +327 0 obj << +/Title 328 0 R +/A 325 0 R +/Parent 319 0 R +/Prev 323 0 R +/Next 331 0 R +>> endobj +323 0 obj << +/Title 324 0 R +/A 321 0 R +/Parent 319 0 R +/Next 327 0 R +>> endobj +319 0 obj << +/Title 320 0 R +/A 317 0 R +/Parent 279 0 R +/Prev 291 0 R +/First 323 0 R +/Last 343 0 R +/Count -6 +>> endobj +315 0 obj << +/Title 316 0 R +/A 313 0 R +/Parent 291 0 R +/Prev 311 0 R +>> endobj +311 0 obj << +/Title 312 0 R +/A 309 0 R +/Parent 291 0 R +/Prev 307 0 R +/Next 315 0 R +>> endobj +307 0 obj << +/Title 308 0 R +/A 305 0 R +/Parent 291 0 R +/Prev 303 0 R +/Next 311 0 R +>> endobj +303 0 obj << +/Title 304 0 R +/A 301 0 R +/Parent 291 0 R +/Prev 299 0 R +/Next 307 0 R +>> endobj +299 0 obj << +/Title 300 0 R +/A 297 0 R +/Parent 291 0 R +/Prev 295 0 R +/Next 303 0 R +>> endobj +295 0 obj << +/Title 296 0 R +/A 293 0 R +/Parent 291 0 R +/Next 299 0 R +>> endobj +291 0 obj << +/Title 292 0 R +/A 289 0 R +/Parent 279 0 R +/Prev 287 0 R +/Next 319 0 R +/First 295 0 R +/Last 315 0 R +/Count -6 +>> endobj +287 0 obj << +/Title 288 0 R +/A 285 0 R +/Parent 279 0 R +/Prev 283 0 R +/Next 291 0 R +>> endobj +283 0 obj << +/Title 284 0 R +/A 281 0 R +/Parent 279 0 R +/Next 287 0 R +>> endobj +279 0 obj << +/Title 280 0 R +/A 277 0 R +/Parent 2268 0 R +/Prev 231 0 R +/Next 347 0 R +/First 283 0 R +/Last 319 0 R +/Count -4 +>> endobj +275 0 obj << +/Title 276 0 R +/A 273 0 R +/Parent 231 0 R +/Prev 251 0 R +>> endobj +271 0 obj << +/Title 272 0 R +/A 269 0 R +/Parent 259 0 R +/Prev 267 0 R +>> endobj +267 0 obj << +/Title 268 0 R +/A 265 0 R +/Parent 259 0 R +/Prev 263 0 R +/Next 271 0 R +>> endobj +263 0 obj << +/Title 264 0 R +/A 261 0 R +/Parent 259 0 R +/Next 267 0 R +>> endobj +259 0 obj << +/Title 260 0 R +/A 257 0 R +/Parent 251 0 R +/Prev 255 0 R +/First 263 0 R +/Last 271 0 R +/Count -3 +>> endobj +255 0 obj << +/Title 256 0 R +/A 253 0 R +/Parent 251 0 R +/Next 259 0 R +>> endobj +251 0 obj << +/Title 252 0 R +/A 249 0 R +/Parent 231 0 R +/Prev 247 0 R +/Next 275 0 R +/First 255 0 R +/Last 259 0 R +/Count -2 +>> endobj +247 0 obj << +/Title 248 0 R +/A 245 0 R +/Parent 231 0 R +/Prev 243 0 R +/Next 251 0 R +>> endobj +243 0 obj << +/Title 244 0 R +/A 241 0 R +/Parent 231 0 R +/Prev 239 0 R +/Next 247 0 R +>> endobj +239 0 obj << +/Title 240 0 R +/A 237 0 R +/Parent 231 0 R +/Prev 235 0 R +/Next 243 0 R +>> endobj +235 0 obj << +/Title 236 0 R +/A 233 0 R +/Parent 231 0 R +/Next 239 0 R +>> endobj +231 0 obj << +/Title 232 0 R +/A 229 0 R +/Parent 2268 0 R +/Prev 203 0 R +/Next 279 0 R +/First 235 0 R +/Last 275 0 R +/Count -6 +>> endobj +227 0 obj << +/Title 228 0 R +/A 225 0 R +/Parent 203 0 R +/Prev 223 0 R +>> endobj +223 0 obj << +/Title 224 0 R +/A 221 0 R +/Parent 203 0 R +/Prev 219 0 R +/Next 227 0 R +>> endobj +219 0 obj << +/Title 220 0 R +/A 217 0 R +/Parent 203 0 R +/Prev 215 0 R +/Next 223 0 R +>> endobj +215 0 obj << +/Title 216 0 R +/A 213 0 R +/Parent 203 0 R +/Prev 211 0 R +/Next 219 0 R +>> endobj +211 0 obj << +/Title 212 0 R +/A 209 0 R +/Parent 203 0 R +/Prev 207 0 R +/Next 215 0 R +>> endobj +207 0 obj << +/Title 208 0 R +/A 205 0 R +/Parent 203 0 R +/Next 211 0 R +>> endobj +203 0 obj << +/Title 204 0 R +/A 201 0 R +/Parent 2268 0 R +/Prev 71 0 R +/Next 231 0 R +/First 207 0 R +/Last 227 0 R +/Count -6 +>> endobj +199 0 obj << +/Title 200 0 R +/A 197 0 R +/Parent 187 0 R +/Prev 195 0 R +>> endobj +195 0 obj << +/Title 196 0 R +/A 193 0 R +/Parent 187 0 R +/Prev 191 0 R +/Next 199 0 R +>> endobj +191 0 obj << +/Title 192 0 R +/A 189 0 R +/Parent 187 0 R +/Next 195 0 R +>> endobj +187 0 obj << +/Title 188 0 R +/A 185 0 R +/Parent 71 0 R +/Prev 183 0 R +/First 191 0 R +/Last 199 0 R +/Count -3 +>> endobj +183 0 obj << +/Title 184 0 R +/A 181 0 R +/Parent 71 0 R +/Prev 179 0 R +/Next 187 0 R +>> endobj +179 0 obj << +/Title 180 0 R +/A 177 0 R +/Parent 71 0 R +/Prev 175 0 R +/Next 183 0 R +>> endobj +175 0 obj << +/Title 176 0 R +/A 173 0 R +/Parent 71 0 R +/Prev 139 0 R +/Next 179 0 R +>> endobj +171 0 obj << +/Title 172 0 R +/A 169 0 R +/Parent 139 0 R +/Prev 167 0 R +>> endobj +167 0 obj << +/Title 168 0 R +/A 165 0 R +/Parent 139 0 R +/Prev 163 0 R +/Next 171 0 R +>> endobj +163 0 obj << +/Title 164 0 R +/A 161 0 R +/Parent 139 0 R +/Prev 147 0 R +/Next 167 0 R +>> endobj +159 0 obj << +/Title 160 0 R +/A 157 0 R +/Parent 147 0 R +/Prev 155 0 R +>> endobj +155 0 obj << +/Title 156 0 R +/A 153 0 R +/Parent 147 0 R +/Prev 151 0 R +/Next 159 0 R +>> endobj +151 0 obj << +/Title 152 0 R +/A 149 0 R +/Parent 147 0 R +/Next 155 0 R +>> endobj +147 0 obj << +/Title 148 0 R +/A 145 0 R +/Parent 139 0 R +/Prev 143 0 R +/Next 163 0 R +/First 151 0 R +/Last 159 0 R +/Count -3 +>> endobj +143 0 obj << +/Title 144 0 R +/A 141 0 R +/Parent 139 0 R +/Next 147 0 R +>> endobj +139 0 obj << +/Title 140 0 R +/A 137 0 R +/Parent 71 0 R +/Prev 103 0 R +/Next 175 0 R +/First 143 0 R +/Last 171 0 R +/Count -5 +>> endobj +135 0 obj << +/Title 136 0 R +/A 133 0 R +/Parent 103 0 R +/Prev 131 0 R +>> endobj +131 0 obj << +/Title 132 0 R +/A 129 0 R +/Parent 103 0 R +/Prev 127 0 R +/Next 135 0 R +>> endobj +127 0 obj << +/Title 128 0 R +/A 125 0 R +/Parent 103 0 R +/Prev 123 0 R +/Next 131 0 R +>> endobj +123 0 obj << +/Title 124 0 R +/A 121 0 R +/Parent 103 0 R +/Prev 119 0 R +/Next 127 0 R +>> endobj +119 0 obj << +/Title 120 0 R +/A 117 0 R +/Parent 103 0 R +/Prev 115 0 R +/Next 123 0 R +>> endobj +115 0 obj << +/Title 116 0 R +/A 113 0 R +/Parent 103 0 R +/Prev 111 0 R +/Next 119 0 R +>> endobj +111 0 obj << +/Title 112 0 R +/A 109 0 R +/Parent 103 0 R +/Prev 107 0 R +/Next 115 0 R +>> endobj +107 0 obj << +/Title 108 0 R +/A 105 0 R +/Parent 103 0 R +/Next 111 0 R +>> endobj +103 0 obj << +/Title 104 0 R +/A 101 0 R +/Parent 71 0 R +/Prev 75 0 R +/Next 139 0 R +/First 107 0 R +/Last 135 0 R +/Count -8 +>> endobj +99 0 obj << +/Title 100 0 R +/A 97 0 R +/Parent 75 0 R +/Prev 79 0 R +>> endobj +95 0 obj << +/Title 96 0 R +/A 93 0 R +/Parent 79 0 R +/Prev 91 0 R +>> endobj +91 0 obj << +/Title 92 0 R +/A 89 0 R +/Parent 79 0 R +/Prev 87 0 R +/Next 95 0 R +>> endobj +87 0 obj << +/Title 88 0 R +/A 85 0 R +/Parent 79 0 R +/Prev 83 0 R +/Next 91 0 R +>> endobj +83 0 obj << +/Title 84 0 R +/A 81 0 R +/Parent 79 0 R +/Next 87 0 R +>> endobj +79 0 obj << +/Title 80 0 R +/A 77 0 R +/Parent 75 0 R +/Next 99 0 R +/First 83 0 R +/Last 95 0 R +/Count -4 +>> endobj +75 0 obj << +/Title 76 0 R +/A 73 0 R +/Parent 71 0 R +/Next 103 0 R +/First 79 0 R +/Last 99 0 R +/Count -2 +>> endobj +71 0 obj << +/Title 72 0 R +/A 69 0 R +/Parent 2268 0 R +/Prev 55 0 R +/Next 203 0 R +/First 75 0 R +/Last 187 0 R +/Count -7 +>> endobj +67 0 obj << +/Title 68 0 R +/A 65 0 R +/Parent 55 0 R +/Prev 63 0 R +>> endobj +63 0 obj << +/Title 64 0 R +/A 61 0 R +/Parent 55 0 R +/Prev 59 0 R +/Next 67 0 R +>> endobj +59 0 obj << +/Title 60 0 R +/A 57 0 R +/Parent 55 0 R +/Next 63 0 R +>> endobj +55 0 obj << +/Title 56 0 R +/A 53 0 R +/Parent 2268 0 R +/Prev 3 0 R +/Next 71 0 R +/First 59 0 R +/Last 67 0 R +/Count -3 +>> endobj +51 0 obj << +/Title 52 0 R +/A 49 0 R +/Parent 3 0 R +/Prev 47 0 R +>> endobj +47 0 obj << +/Title 48 0 R +/A 45 0 R +/Parent 3 0 R +/Prev 43 0 R +/Next 51 0 R +>> endobj +43 0 obj << +/Title 44 0 R +/A 41 0 R +/Parent 3 0 R +/Prev 39 0 R +/Next 47 0 R +>> endobj +39 0 obj << +/Title 40 0 R +/A 37 0 R +/Parent 3 0 R +/Prev 35 0 R +/Next 43 0 R +>> endobj +35 0 obj << +/Title 36 0 R +/A 33 0 R +/Parent 3 0 R +/Prev 15 0 R +/Next 39 0 R +>> endobj +31 0 obj << +/Title 32 0 R +/A 29 0 R +/Parent 15 0 R +/Prev 27 0 R +>> endobj +27 0 obj << +/Title 28 0 R +/A 25 0 R +/Parent 15 0 R +/Prev 23 0 R +/Next 31 0 R +>> endobj +23 0 obj << +/Title 24 0 R +/A 21 0 R +/Parent 15 0 R +/Prev 19 0 R +/Next 27 0 R +>> endobj +19 0 obj << +/Title 20 0 R +/A 17 0 R +/Parent 15 0 R +/Next 23 0 R +>> endobj +15 0 obj << +/Title 16 0 R +/A 13 0 R +/Parent 3 0 R +/Prev 11 0 R +/Next 35 0 R +/First 19 0 R +/Last 31 0 R +/Count -4 +>> endobj +11 0 obj << +/Title 12 0 R +/A 9 0 R +/Parent 3 0 R +/Prev 7 0 R +/Next 15 0 R +>> endobj +7 0 obj << +/Title 8 0 R +/A 5 0 R +/Parent 3 0 R +/Next 11 0 R +>> endobj +3 0 obj << +/Title 4 0 R +/A 1 0 R +/Parent 2268 0 R +/Next 55 0 R +/First 7 0 R +/Last 51 0 R +/Count -8 +>> endobj +2269 0 obj << +/Names [(Doc-Start) 765 0 R (Hfootnote.1) 1199 0 R (Hfootnote.2) 1317 0 R (Hfootnote.3) 1417 0 R (Item.1) 1063 0 R (Item.10) 1139 0 R] +/Limits [(Doc-Start) (Item.10)] +>> endobj +2270 0 obj << +/Names [(Item.11) 1140 0 R (Item.12) 1154 0 R (Item.13) 1155 0 R (Item.14) 1168 0 R (Item.15) 1169 0 R (Item.16) 1170 0 R] +/Limits [(Item.11) (Item.16)] +>> endobj +2271 0 obj << +/Names [(Item.17) 1233 0 R (Item.18) 1234 0 R (Item.19) 1235 0 R (Item.2) 1064 0 R (Item.20) 1240 0 R (Item.21) 1263 0 R] +/Limits [(Item.17) (Item.21)] +>> endobj +2272 0 obj << +/Names [(Item.22) 1264 0 R (Item.23) 1265 0 R (Item.24) 1266 0 R (Item.25) 1267 0 R (Item.26) 1268 0 R (Item.27) 1273 0 R] +/Limits [(Item.22) (Item.27)] +>> endobj +2273 0 obj << +/Names [(Item.28) 1274 0 R (Item.29) 1275 0 R (Item.3) 1065 0 R (Item.30) 1276 0 R (Item.31) 1401 0 R (Item.32) 1402 0 R] +/Limits [(Item.28) (Item.32)] +>> endobj +2274 0 obj << +/Names [(Item.33) 1403 0 R (Item.34) 1440 0 R (Item.35) 1441 0 R (Item.36) 1446 0 R (Item.37) 1451 0 R (Item.38) 1452 0 R] +/Limits [(Item.33) (Item.38)] +>> endobj +2275 0 obj << +/Names [(Item.39) 1453 0 R (Item.4) 1066 0 R (Item.40) 1467 0 R (Item.41) 1468 0 R (Item.42) 1469 0 R (Item.43) 1475 0 R] +/Limits [(Item.39) (Item.43)] +>> endobj +2276 0 obj << +/Names [(Item.44) 1476 0 R (Item.45) 1485 0 R (Item.46) 1491 0 R (Item.47) 1533 0 R (Item.48) 1534 0 R (Item.49) 1535 0 R] +/Limits [(Item.44) (Item.49)] +>> endobj +2277 0 obj << +/Names [(Item.5) 1107 0 R (Item.50) 1560 0 R (Item.51) 1561 0 R (Item.52) 1562 0 R (Item.53) 1585 0 R (Item.54) 1586 0 R] +/Limits [(Item.5) (Item.54)] +>> endobj +2278 0 obj << +/Names [(Item.55) 1591 0 R (Item.56) 1592 0 R (Item.57) 1593 0 R (Item.58) 1594 0 R (Item.59) 1595 0 R (Item.6) 1108 0 R] +/Limits [(Item.55) (Item.6)] +>> endobj +2279 0 obj << +/Names [(Item.60) 1720 0 R (Item.61) 1721 0 R (Item.62) 1722 0 R (Item.63) 1780 0 R (Item.64) 1781 0 R (Item.65) 1782 0 R] +/Limits [(Item.60) (Item.65)] +>> endobj +2280 0 obj << +/Names [(Item.66) 1804 0 R (Item.67) 1805 0 R (Item.68) 1806 0 R (Item.69) 1807 0 R (Item.7) 1109 0 R (Item.70) 1808 0 R] +/Limits [(Item.66) (Item.70)] +>> endobj +2281 0 obj << +/Names [(Item.71) 1809 0 R (Item.72) 1810 0 R (Item.8) 1126 0 R (Item.9) 1127 0 R (chapter*.1) 803 0 R (chapter*.2) 1006 0 R] +/Limits [(Item.71) (chapter*.2)] +>> endobj +2282 0 obj << +/Names [(chapter.1) 2 0 R (chapter.10) 458 0 R (chapter.11) 522 0 R (chapter.12) 658 0 R (chapter.13) 682 0 R (chapter.14) 726 0 R] +/Limits [(chapter.1) (chapter.14)] +>> endobj +2283 0 obj << +/Names [(chapter.15) 750 0 R (chapter.2) 54 0 R (chapter.3) 70 0 R (chapter.4) 202 0 R (chapter.5) 230 0 R (chapter.6) 278 0 R] +/Limits [(chapter.15) (chapter.6)] +>> endobj +2284 0 obj << +/Names [(chapter.7) 346 0 R (chapter.8) 374 0 R (chapter.9) 394 0 R (page.1) 764 0 R (page.10) 1040 0 R (page.100) 1503 0 R] +/Limits [(chapter.7) (page.100)] +>> endobj +2285 0 obj << +/Names [(page.101) 1509 0 R (page.102) 1515 0 R (page.103) 1521 0 R (page.104) 1525 0 R (page.105) 1532 0 R (page.106) 1539 0 R] +/Limits [(page.101) (page.106)] +>> endobj +2286 0 obj << +/Names [(page.107) 1543 0 R (page.108) 1549 0 R (page.109) 1555 0 R (page.11) 1044 0 R (page.110) 1559 0 R (page.111) 1566 0 R] +/Limits [(page.107) (page.111)] +>> endobj +2287 0 obj << +/Names [(page.112) 1570 0 R (page.113) 1575 0 R (page.114) 1579 0 R (page.115) 1584 0 R (page.116) 1590 0 R (page.117) 1599 0 R] +/Limits [(page.112) (page.117)] +>> endobj +2288 0 obj << +/Names [(page.118) 1603 0 R (page.119) 1607 0 R (page.12) 1048 0 R (page.120) 1611 0 R (page.121) 1616 0 R (page.122) 1620 0 R] +/Limits [(page.118) (page.122)] +>> endobj +2289 0 obj << +/Names [(page.123) 1624 0 R (page.124) 1628 0 R (page.125) 1634 0 R (page.126) 1640 0 R (page.127) 1647 0 R (page.128) 1651 0 R] +/Limits [(page.123) (page.128)] +>> endobj +2290 0 obj << +/Names [(page.129) 1655 0 R (page.13) 1054 0 R (page.130) 1661 0 R (page.131) 1667 0 R (page.132) 1675 0 R (page.133) 1680 0 R] +/Limits [(page.129) (page.133)] +>> endobj +2291 0 obj << +/Names [(page.134) 1684 0 R (page.135) 1688 0 R (page.136) 1692 0 R (page.137) 1696 0 R (page.138) 1701 0 R (page.139) 1706 0 R] +/Limits [(page.134) (page.139)] +>> endobj +2292 0 obj << +/Names [(page.14) 1058 0 R (page.140) 1714 0 R (page.141) 1719 0 R (page.142) 1727 0 R (page.143) 1732 0 R (page.144) 1738 0 R] +/Limits [(page.14) (page.144)] +>> endobj +2293 0 obj << +/Names [(page.145) 1746 0 R (page.146) 1750 0 R (page.147) 1754 0 R (page.148) 1758 0 R (page.149) 1762 0 R (page.15) 1062 0 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R 1622 0 R 1630 0 R] +>> endobj +1640 0 obj << +/Type /Pages +/Count 6 +/Parent 2284 0 R +/Kids [1637 0 R 1645 0 R 1654 0 R 1661 0 R 1671 0 R 1678 0 R] +>> endobj +1688 0 obj << +/Type /Pages +/Count 6 +/Parent 2284 0 R +/Kids [1685 0 R 1690 0 R 1698 0 R 1706 0 R 1719 0 R 1737 0 R] +>> endobj +1744 0 obj << +/Type /Pages +/Count 6 +/Parent 2284 0 R +/Kids [1741 0 R 1746 0 R 1750 0 R 1759 0 R 1769 0 R 1791 0 R] +>> endobj +1804 0 obj << +/Type /Pages +/Count 6 +/Parent 2284 0 R +/Kids [1799 0 R 1807 0 R 1814 0 R 1824 0 R 1831 0 R 1841 0 R] +>> endobj +1848 0 obj << +/Type /Pages +/Count 6 +/Parent 2284 0 R +/Kids [1845 0 R 1851 0 R 1856 0 R 1860 0 R 1864 0 R 1868 0 R] +>> endobj +1878 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [1872 0 R 1883 0 R 1889 0 R 1893 0 R 1905 0 R 1909 0 R] +>> endobj +1916 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [1913 0 R 1918 0 R 1922 0 R 1926 0 R 1932 0 R 1939 0 R] +>> endobj +1952 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [1946 0 R 1955 0 R 1961 0 R 1965 0 R 1969 0 R 1973 0 R] +>> endobj +1980 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [1977 0 R 1982 0 R 1986 0 R 1992 0 R 1997 0 R 2007 0 R] +>> endobj +2018 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [2014 0 R 2020 0 R 2024 0 R 2031 0 R 2035 0 R 2039 0 R] +>> endobj +2046 0 obj << +/Type /Pages +/Count 6 +/Parent 2285 0 R +/Kids [2043 0 R 2048 0 R 2052 0 R 2056 0 R 2060 0 R 2064 0 R] +>> endobj +2071 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2068 0 R 2073 0 R 2077 0 R 2081 0 R 2085 0 R 2089 0 R] +>> endobj +2096 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2093 0 R 2098 0 R 2104 0 R 2108 0 R 2112 0 R 2116 0 R] +>> endobj +2123 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2120 0 R 2125 0 R 2129 0 R 2133 0 R 2137 0 R 2141 0 R] +>> endobj +2148 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2145 0 R 2150 0 R 2154 0 R 2158 0 R 2162 0 R 2166 0 R] +>> endobj +2173 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2170 0 R 2175 0 R 2179 0 R 2183 0 R 2187 0 R 2191 0 R] +>> endobj +2198 0 obj << +/Type /Pages +/Count 6 +/Parent 2286 0 R +/Kids [2195 0 R 2200 0 R 2204 0 R 2208 0 R 2214 0 R 2220 0 R] +>> endobj +2227 0 obj << +/Type /Pages +/Count 5 +/Parent 2287 0 R +/Kids [2224 0 R 2234 0 R 2240 0 R 2244 0 R 2248 0 R] +>> endobj +2282 0 obj << +/Type /Pages +/Count 36 +/Parent 2288 0 R +/Kids [808 0 R 1037 0 R 1092 0 R 1141 0 R 1195 0 R 1227 0 R] +>> endobj +2283 0 obj << +/Type /Pages +/Count 36 +/Parent 2288 0 R +/Kids [1256 0 R 1312 0 R 1357 0 R 1405 0 R 1471 0 R 1533 0 R] +>> endobj +2284 0 obj << +/Type /Pages +/Count 36 +/Parent 2288 0 R +/Kids [1578 0 R 1640 0 R 1688 0 R 1744 0 R 1804 0 R 1848 0 R] +>> endobj +2285 0 obj << +/Type /Pages +/Count 36 +/Parent 2288 0 R +/Kids [1878 0 R 1916 0 R 1952 0 R 1980 0 R 2018 0 R 2046 0 R] +>> endobj +2286 0 obj << +/Type /Pages +/Count 36 +/Parent 2288 0 R +/Kids [2071 0 R 2096 0 R 2123 0 R 2148 0 R 2173 0 R 2198 0 R] +>> endobj +2287 0 obj << +/Type /Pages +/Count 5 +/Parent 2288 0 R +/Kids [2227 0 R] +>> endobj +2288 0 obj << +/Type /Pages +/Count 185 +/Kids [2282 0 R 2283 0 R 2284 0 R 2285 0 R 2286 0 R 2287 0 R] +>> endobj +2289 0 obj << +/Type /Outlines +/First 3 0 R +/Last 787 0 R +/Count 17 +>> endobj +799 0 obj << +/Title 800 0 R +/A 797 0 R +/Parent 787 0 R +/Prev 795 0 R +>> endobj +795 0 obj << +/Title 796 0 R +/A 793 0 R +/Parent 787 0 R +/Prev 791 0 R +/Next 799 0 R +>> endobj +791 0 obj << +/Title 792 0 R +/A 789 0 R +/Parent 787 0 R +/Next 795 0 R +>> endobj +787 0 obj << +/Title 788 0 R +/A 785 0 R +/Parent 2289 0 R +/Prev 783 0 R +/First 791 0 R +/Last 799 0 R +/Count -3 +>> endobj +783 0 obj << +/Title 784 0 R +/A 781 0 R +/Parent 2289 0 R +/Prev 779 0 R +/Next 787 0 R +>> endobj +779 0 obj << +/Title 780 0 R +/A 777 0 R +/Parent 2289 0 R +/Prev 775 0 R +/Next 783 0 R +>> endobj +775 0 obj << +/Title 776 0 R +/A 773 0 R +/Parent 2289 0 R +/Prev 707 0 R +/Next 779 0 R +>> endobj +771 0 obj << +/Title 772 0 R +/A 769 0 R +/Parent 759 0 R +/Prev 767 0 R +>> endobj +767 0 obj << +/Title 768 0 R +/A 765 0 R +/Parent 759 0 R +/Prev 763 0 R +/Next 771 0 R +>> endobj +763 0 obj << +/Title 764 0 R +/A 761 0 R +/Parent 759 0 R +/Next 767 0 R +>> endobj +759 0 obj << +/Title 760 0 R +/A 757 0 R +/Parent 707 0 R +/Prev 755 0 R +/First 763 0 R +/Last 771 0 R +/Count -3 +>> endobj +755 0 obj << +/Title 756 0 R +/A 753 0 R +/Parent 707 0 R +/Prev 751 0 R +/Next 759 0 R +>> endobj +751 0 obj << +/Title 752 0 R +/A 749 0 R +/Parent 707 0 R +/Prev 747 0 R +/Next 755 0 R +>> endobj +747 0 obj << +/Title 748 0 R +/A 745 0 R +/Parent 707 0 R +/Prev 743 0 R +/Next 751 0 R +>> endobj +743 0 obj << +/Title 744 0 R +/A 741 0 R +/Parent 707 0 R +/Prev 739 0 R +/Next 747 0 R +>> endobj +739 0 obj << +/Title 740 0 R +/A 737 0 R +/Parent 707 0 R +/Prev 735 0 R +/Next 743 0 R +>> endobj +735 0 obj << +/Title 736 0 R +/A 733 0 R +/Parent 707 0 R +/Prev 731 0 R +/Next 739 0 R +>> endobj +731 0 obj << +/Title 732 0 R +/A 729 0 R +/Parent 707 0 R +/Prev 727 0 R +/Next 735 0 R +>> endobj +727 0 obj << +/Title 728 0 R +/A 725 0 R +/Parent 707 0 R +/Prev 723 0 R +/Next 731 0 R +>> endobj +723 0 obj << +/Title 724 0 R +/A 721 0 R +/Parent 707 0 R +/Prev 719 0 R +/Next 727 0 R +>> endobj +719 0 obj << +/Title 720 0 R +/A 717 0 R +/Parent 707 0 R +/Prev 715 0 R +/Next 723 0 R +>> endobj +715 0 obj << +/Title 716 0 R +/A 713 0 R +/Parent 707 0 R +/Prev 711 0 R +/Next 719 0 R +>> endobj +711 0 obj << +/Title 712 0 R +/A 709 0 R +/Parent 707 0 R +/Next 715 0 R +>> endobj +707 0 obj << +/Title 708 0 R +/A 705 0 R +/Parent 2289 0 R +/Prev 703 0 R +/Next 775 0 R +/First 711 0 R +/Last 759 0 R +/Count -13 +>> endobj +703 0 obj << +/Title 704 0 R +/A 701 0 R +/Parent 2289 0 R +/Prev 699 0 R +/Next 707 0 R +>> endobj +699 0 obj << +/Title 700 0 R +/A 697 0 R +/Parent 2289 0 R +/Prev 667 0 R +/Next 703 0 R +>> endobj +695 0 obj << +/Title 696 0 R +/A 693 0 R +/Parent 667 0 R +/Prev 691 0 R +>> endobj +691 0 obj << +/Title 692 0 R +/A 689 0 R +/Parent 667 0 R +/Prev 687 0 R +/Next 695 0 R +>> endobj +687 0 obj << +/Title 688 0 R +/A 685 0 R +/Parent 667 0 R +/Prev 683 0 R +/Next 691 0 R +>> endobj +683 0 obj << +/Title 684 0 R +/A 681 0 R +/Parent 667 0 R +/Prev 679 0 R +/Next 687 0 R +>> endobj +679 0 obj << +/Title 680 0 R +/A 677 0 R +/Parent 667 0 R +/Prev 675 0 R +/Next 683 0 R +>> endobj +675 0 obj << +/Title 676 0 R +/A 673 0 R +/Parent 667 0 R +/Prev 671 0 R +/Next 679 0 R +>> endobj +671 0 obj << +/Title 672 0 R +/A 669 0 R +/Parent 667 0 R +/Next 675 0 R +>> endobj +667 0 obj << +/Title 668 0 R +/A 665 0 R +/Parent 2289 0 R +/Prev 639 0 R +/Next 699 0 R +/First 671 0 R +/Last 695 0 R +/Count -7 +>> endobj +663 0 obj << +/Title 664 0 R +/A 661 0 R +/Parent 639 0 R +/Prev 659 0 R +>> endobj +659 0 obj << +/Title 660 0 R +/A 657 0 R +/Parent 639 0 R +/Prev 655 0 R +/Next 663 0 R +>> endobj +655 0 obj << +/Title 656 0 R +/A 653 0 R +/Parent 639 0 R +/Prev 651 0 R +/Next 659 0 R +>> endobj +651 0 obj << +/Title 652 0 R +/A 649 0 R +/Parent 639 0 R +/Prev 647 0 R +/Next 655 0 R +>> endobj +647 0 obj << +/Title 648 0 R +/A 645 0 R +/Parent 639 0 R +/Prev 643 0 R +/Next 651 0 R +>> endobj +643 0 obj << +/Title 644 0 R +/A 641 0 R +/Parent 639 0 R +/Next 647 0 R +>> endobj +639 0 obj << +/Title 640 0 R +/A 637 0 R +/Parent 2289 0 R +/Prev 555 0 R +/Next 667 0 R +/First 643 0 R +/Last 663 0 R +/Count -6 +>> endobj +635 0 obj << +/Title 636 0 R +/A 633 0 R +/Parent 623 0 R +/Prev 631 0 R +>> endobj +631 0 obj << +/Title 632 0 R +/A 629 0 R +/Parent 623 0 R +/Prev 627 0 R +/Next 635 0 R +>> endobj +627 0 obj << +/Title 628 0 R +/A 625 0 R +/Parent 623 0 R +/Next 631 0 R +>> endobj +623 0 obj << +/Title 624 0 R +/A 621 0 R +/Parent 555 0 R +/Prev 619 0 R +/First 627 0 R +/Last 635 0 R +/Count -3 +>> endobj +619 0 obj << +/Title 620 0 R +/A 617 0 R +/Parent 555 0 R +/Prev 603 0 R +/Next 623 0 R +>> endobj +615 0 obj << +/Title 616 0 R +/A 613 0 R +/Parent 603 0 R +/Prev 611 0 R +>> endobj +611 0 obj << +/Title 612 0 R +/A 609 0 R +/Parent 603 0 R +/Prev 607 0 R +/Next 615 0 R +>> endobj +607 0 obj << +/Title 608 0 R +/A 605 0 R +/Parent 603 0 R +/Next 611 0 R +>> endobj +603 0 obj << +/Title 604 0 R +/A 601 0 R +/Parent 555 0 R +/Prev 599 0 R +/Next 619 0 R +/First 607 0 R +/Last 615 0 R +/Count -3 +>> endobj +599 0 obj << +/Title 600 0 R +/A 597 0 R +/Parent 555 0 R +/Prev 595 0 R +/Next 603 0 R +>> endobj +595 0 obj << +/Title 596 0 R +/A 593 0 R +/Parent 555 0 R +/Prev 583 0 R +/Next 599 0 R +>> endobj +591 0 obj << +/Title 592 0 R +/A 589 0 R +/Parent 583 0 R +/Prev 587 0 R +>> endobj +587 0 obj << +/Title 588 0 R +/A 585 0 R +/Parent 583 0 R +/Next 591 0 R +>> endobj +583 0 obj << +/Title 584 0 R +/A 581 0 R +/Parent 555 0 R +/Prev 571 0 R +/Next 595 0 R +/First 587 0 R +/Last 591 0 R +/Count -2 +>> endobj +579 0 obj << +/Title 580 0 R +/A 577 0 R +/Parent 571 0 R +/Prev 575 0 R +>> endobj +575 0 obj << +/Title 576 0 R +/A 573 0 R +/Parent 571 0 R +/Next 579 0 R +>> endobj +571 0 obj << +/Title 572 0 R +/A 569 0 R +/Parent 555 0 R +/Prev 567 0 R +/Next 583 0 R +/First 575 0 R +/Last 579 0 R +/Count -2 +>> endobj +567 0 obj << +/Title 568 0 R +/A 565 0 R +/Parent 555 0 R +/Prev 563 0 R +/Next 571 0 R +>> endobj +563 0 obj << +/Title 564 0 R +/A 561 0 R +/Parent 555 0 R +/Prev 559 0 R +/Next 567 0 R +>> endobj +559 0 obj << +/Title 560 0 R +/A 557 0 R +/Parent 555 0 R +/Next 563 0 R +>> endobj +555 0 obj << +/Title 556 0 R +/A 553 0 R +/Parent 2289 0 R +/Prev 503 0 R +/Next 639 0 R +/First 559 0 R +/Last 623 0 R +/Count -10 +>> endobj +551 0 obj << +/Title 552 0 R +/A 549 0 R +/Parent 503 0 R +/Prev 531 0 R +>> endobj +547 0 obj << +/Title 548 0 R +/A 545 0 R +/Parent 531 0 R +/Prev 543 0 R +>> endobj +543 0 obj << +/Title 544 0 R +/A 541 0 R +/Parent 531 0 R +/Prev 539 0 R +/Next 547 0 R +>> endobj +539 0 obj << +/Title 540 0 R +/A 537 0 R +/Parent 531 0 R +/Prev 535 0 R +/Next 543 0 R +>> endobj +535 0 obj << +/Title 536 0 R +/A 533 0 R +/Parent 531 0 R +/Next 539 0 R +>> endobj +531 0 obj << +/Title 532 0 R +/A 529 0 R +/Parent 503 0 R +/Prev 511 0 R +/Next 551 0 R +/First 535 0 R +/Last 547 0 R +/Count -4 +>> endobj +527 0 obj << +/Title 528 0 R +/A 525 0 R +/Parent 511 0 R +/Prev 523 0 R +>> endobj +523 0 obj << +/Title 524 0 R +/A 521 0 R +/Parent 511 0 R +/Prev 519 0 R +/Next 527 0 R +>> endobj +519 0 obj << +/Title 520 0 R +/A 517 0 R +/Parent 511 0 R +/Prev 515 0 R +/Next 523 0 R +>> endobj +515 0 obj << +/Title 516 0 R +/A 513 0 R +/Parent 511 0 R +/Next 519 0 R +>> endobj +511 0 obj << +/Title 512 0 R +/A 509 0 R +/Parent 503 0 R +/Prev 507 0 R +/Next 531 0 R +/First 515 0 R +/Last 527 0 R +/Count -4 +>> endobj +507 0 obj << +/Title 508 0 R +/A 505 0 R +/Parent 503 0 R +/Next 511 0 R +>> endobj +503 0 obj << +/Title 504 0 R +/A 501 0 R +/Parent 2289 0 R +/Prev 227 0 R +/Next 555 0 R +/First 507 0 R +/Last 551 0 R +/Count -4 +>> endobj +499 0 obj << +/Title 500 0 R +/A 497 0 R +/Parent 227 0 R +/Prev 483 0 R +>> endobj +495 0 obj << +/Title 496 0 R +/A 493 0 R +/Parent 483 0 R +/Prev 491 0 R +>> endobj +491 0 obj << +/Title 492 0 R +/A 489 0 R +/Parent 483 0 R +/Prev 487 0 R +/Next 495 0 R +>> endobj +487 0 obj << +/Title 488 0 R +/A 485 0 R +/Parent 483 0 R +/Next 491 0 R +>> endobj +483 0 obj << +/Title 484 0 R +/A 481 0 R +/Parent 227 0 R +/Prev 463 0 R +/Next 499 0 R +/First 487 0 R +/Last 495 0 R +/Count -3 +>> endobj +479 0 obj << +/Title 480 0 R +/A 477 0 R +/Parent 463 0 R +/Prev 475 0 R +>> endobj +475 0 obj << +/Title 476 0 R +/A 473 0 R +/Parent 463 0 R +/Prev 471 0 R +/Next 479 0 R +>> endobj +471 0 obj << +/Title 472 0 R +/A 469 0 R +/Parent 463 0 R +/Prev 467 0 R +/Next 475 0 R +>> endobj +467 0 obj << +/Title 468 0 R +/A 465 0 R +/Parent 463 0 R +/Next 471 0 R +>> endobj +463 0 obj << +/Title 464 0 R +/A 461 0 R +/Parent 227 0 R +/Prev 427 0 R +/Next 483 0 R +/First 467 0 R +/Last 479 0 R +/Count -4 +>> endobj +459 0 obj << +/Title 460 0 R +/A 457 0 R +/Parent 427 0 R +/Prev 455 0 R +>> endobj +455 0 obj << +/Title 456 0 R +/A 453 0 R +/Parent 427 0 R +/Prev 451 0 R +/Next 459 0 R +>> endobj +451 0 obj << +/Title 452 0 R +/A 449 0 R +/Parent 427 0 R +/Prev 447 0 R +/Next 455 0 R +>> endobj +447 0 obj << +/Title 448 0 R +/A 445 0 R +/Parent 427 0 R +/Prev 443 0 R +/Next 451 0 R +>> endobj +443 0 obj << +/Title 444 0 R +/A 441 0 R +/Parent 427 0 R +/Prev 439 0 R +/Next 447 0 R +>> endobj +439 0 obj << +/Title 440 0 R +/A 437 0 R +/Parent 427 0 R +/Prev 435 0 R +/Next 443 0 R +>> endobj +435 0 obj << +/Title 436 0 R +/A 433 0 R +/Parent 427 0 R +/Prev 431 0 R +/Next 439 0 R +>> endobj +431 0 obj << +/Title 432 0 R +/A 429 0 R +/Parent 427 0 R +/Next 435 0 R +>> endobj +427 0 obj << +/Title 428 0 R +/A 425 0 R +/Parent 227 0 R +/Prev 395 0 R +/Next 463 0 R +/First 431 0 R +/Last 459 0 R +/Count -8 +>> endobj +423 0 obj << +/Title 424 0 R +/A 421 0 R +/Parent 395 0 R +/Prev 419 0 R +>> endobj +419 0 obj << +/Title 420 0 R +/A 417 0 R +/Parent 395 0 R +/Prev 415 0 R +/Next 423 0 R +>> endobj +415 0 obj << +/Title 416 0 R +/A 413 0 R +/Parent 395 0 R +/Prev 411 0 R +/Next 419 0 R +>> endobj +411 0 obj << +/Title 412 0 R +/A 409 0 R +/Parent 395 0 R +/Prev 407 0 R +/Next 415 0 R +>> endobj +407 0 obj << +/Title 408 0 R +/A 405 0 R +/Parent 395 0 R +/Prev 403 0 R +/Next 411 0 R +>> endobj +403 0 obj << +/Title 404 0 R +/A 401 0 R +/Parent 395 0 R +/Prev 399 0 R +/Next 407 0 R +>> endobj +399 0 obj << +/Title 400 0 R +/A 397 0 R +/Parent 395 0 R +/Next 403 0 R +>> endobj +395 0 obj << +/Title 396 0 R +/A 393 0 R +/Parent 227 0 R +/Prev 375 0 R +/Next 427 0 R +/First 399 0 R +/Last 423 0 R +/Count -7 +>> endobj +391 0 obj << +/Title 392 0 R +/A 389 0 R +/Parent 375 0 R +/Prev 387 0 R +>> endobj +387 0 obj << +/Title 388 0 R +/A 385 0 R +/Parent 375 0 R +/Prev 383 0 R +/Next 391 0 R +>> endobj +383 0 obj << +/Title 384 0 R +/A 381 0 R +/Parent 375 0 R +/Prev 379 0 R +/Next 387 0 R +>> endobj +379 0 obj << +/Title 380 0 R +/A 377 0 R +/Parent 375 0 R +/Next 383 0 R +>> endobj +375 0 obj << +/Title 376 0 R +/A 373 0 R +/Parent 227 0 R +/Prev 371 0 R +/Next 395 0 R +/First 379 0 R +/Last 391 0 R +/Count -4 +>> endobj +371 0 obj << +/Title 372 0 R +/A 369 0 R +/Parent 227 0 R +/Prev 367 0 R +/Next 375 0 R +>> endobj +367 0 obj << +/Title 368 0 R +/A 365 0 R +/Parent 227 0 R +/Prev 363 0 R +/Next 371 0 R +>> endobj +363 0 obj << +/Title 364 0 R +/A 361 0 R +/Parent 227 0 R +/Prev 331 0 R +/Next 367 0 R +>> endobj +359 0 obj << +/Title 360 0 R +/A 357 0 R +/Parent 331 0 R +/Prev 355 0 R +>> endobj +355 0 obj << +/Title 356 0 R +/A 353 0 R +/Parent 331 0 R +/Prev 351 0 R +/Next 359 0 R +>> endobj +351 0 obj << +/Title 352 0 R +/A 349 0 R +/Parent 331 0 R +/Prev 347 0 R +/Next 355 0 R +>> endobj +347 0 obj << +/Title 348 0 R +/A 345 0 R +/Parent 331 0 R +/Prev 343 0 R +/Next 351 0 R +>> endobj +343 0 obj << +/Title 344 0 R +/A 341 0 R +/Parent 331 0 R +/Prev 339 0 R +/Next 347 0 R +>> endobj +339 0 obj << +/Title 340 0 R +/A 337 0 R +/Parent 331 0 R +/Prev 335 0 R +/Next 343 0 R +>> endobj +335 0 obj << +/Title 336 0 R +/A 333 0 R +/Parent 331 0 R +/Next 339 0 R +>> endobj +331 0 obj << +/Title 332 0 R +/A 329 0 R +/Parent 227 0 R +/Prev 283 0 R +/Next 363 0 R +/First 335 0 R +/Last 359 0 R +/Count -7 +>> endobj +327 0 obj << +/Title 328 0 R +/A 325 0 R +/Parent 283 0 R +/Prev 323 0 R +>> endobj +323 0 obj << +/Title 324 0 R +/A 321 0 R +/Parent 283 0 R +/Prev 319 0 R +/Next 327 0 R +>> endobj +319 0 obj << +/Title 320 0 R +/A 317 0 R +/Parent 283 0 R +/Prev 315 0 R +/Next 323 0 R +>> endobj +315 0 obj << +/Title 316 0 R +/A 313 0 R +/Parent 283 0 R +/Prev 311 0 R +/Next 319 0 R +>> endobj +311 0 obj << +/Title 312 0 R +/A 309 0 R +/Parent 283 0 R +/Prev 307 0 R +/Next 315 0 R +>> endobj +307 0 obj << +/Title 308 0 R +/A 305 0 R +/Parent 283 0 R +/Prev 303 0 R +/Next 311 0 R +>> endobj +303 0 obj << +/Title 304 0 R +/A 301 0 R +/Parent 283 0 R +/Prev 299 0 R +/Next 307 0 R +>> endobj +299 0 obj << +/Title 300 0 R +/A 297 0 R +/Parent 283 0 R +/Prev 295 0 R +/Next 303 0 R +>> endobj +295 0 obj << +/Title 296 0 R +/A 293 0 R +/Parent 283 0 R +/Prev 291 0 R +/Next 299 0 R +>> endobj +291 0 obj << +/Title 292 0 R +/A 289 0 R +/Parent 283 0 R +/Prev 287 0 R +/Next 295 0 R +>> endobj +287 0 obj << +/Title 288 0 R +/A 285 0 R +/Parent 283 0 R +/Next 291 0 R +>> endobj +283 0 obj << +/Title 284 0 R +/A 281 0 R +/Parent 227 0 R +/Prev 263 0 R +/Next 331 0 R +/First 287 0 R +/Last 327 0 R +/Count -11 +>> endobj +279 0 obj << +/Title 280 0 R +/A 277 0 R +/Parent 263 0 R +/Prev 275 0 R +>> endobj +275 0 obj << +/Title 276 0 R +/A 273 0 R +/Parent 263 0 R +/Prev 271 0 R +/Next 279 0 R +>> endobj +271 0 obj << +/Title 272 0 R +/A 269 0 R +/Parent 263 0 R +/Prev 267 0 R +/Next 275 0 R +>> endobj +267 0 obj << +/Title 268 0 R +/A 265 0 R +/Parent 263 0 R +/Next 271 0 R +>> endobj +263 0 obj << +/Title 264 0 R +/A 261 0 R +/Parent 227 0 R +/Prev 247 0 R +/Next 283 0 R +/First 267 0 R +/Last 279 0 R +/Count -4 +>> endobj +259 0 obj << +/Title 260 0 R +/A 257 0 R +/Parent 247 0 R +/Prev 255 0 R +>> endobj +255 0 obj << +/Title 256 0 R +/A 253 0 R +/Parent 247 0 R +/Prev 251 0 R +/Next 259 0 R +>> endobj +251 0 obj << +/Title 252 0 R +/A 249 0 R +/Parent 247 0 R +/Next 255 0 R +>> endobj +247 0 obj << +/Title 248 0 R +/A 245 0 R +/Parent 227 0 R +/Prev 231 0 R +/Next 263 0 R +/First 251 0 R +/Last 259 0 R +/Count -3 +>> endobj +243 0 obj << +/Title 244 0 R +/A 241 0 R +/Parent 231 0 R +/Prev 239 0 R +>> endobj +239 0 obj << +/Title 240 0 R +/A 237 0 R +/Parent 231 0 R +/Prev 235 0 R +/Next 243 0 R +>> endobj +235 0 obj << +/Title 236 0 R +/A 233 0 R +/Parent 231 0 R +/Next 239 0 R +>> endobj +231 0 obj << +/Title 232 0 R +/A 229 0 R +/Parent 227 0 R +/Next 247 0 R +/First 235 0 R +/Last 243 0 R +/Count -3 +>> endobj +227 0 obj << +/Title 228 0 R +/A 225 0 R +/Parent 2289 0 R +/Prev 155 0 R +/Next 503 0 R +/First 231 0 R +/Last 499 0 R +/Count -14 +>> endobj +223 0 obj << +/Title 224 0 R +/A 221 0 R +/Parent 155 0 R +/Prev 183 0 R +>> endobj +219 0 obj << +/Title 220 0 R +/A 217 0 R +/Parent 183 0 R +/Prev 215 0 R +>> endobj +215 0 obj << +/Title 216 0 R +/A 213 0 R +/Parent 183 0 R +/Prev 211 0 R +/Next 219 0 R +>> endobj +211 0 obj << +/Title 212 0 R +/A 209 0 R +/Parent 183 0 R +/Prev 207 0 R +/Next 215 0 R +>> endobj +207 0 obj << +/Title 208 0 R +/A 205 0 R +/Parent 183 0 R +/Prev 203 0 R +/Next 211 0 R +>> endobj +203 0 obj << +/Title 204 0 R +/A 201 0 R +/Parent 183 0 R +/Prev 199 0 R +/Next 207 0 R +>> endobj +199 0 obj << +/Title 200 0 R +/A 197 0 R +/Parent 183 0 R +/Prev 195 0 R +/Next 203 0 R +>> endobj +195 0 obj << +/Title 196 0 R +/A 193 0 R +/Parent 183 0 R +/Prev 191 0 R +/Next 199 0 R +>> endobj +191 0 obj << +/Title 192 0 R +/A 189 0 R +/Parent 183 0 R +/Prev 187 0 R +/Next 195 0 R +>> endobj +187 0 obj << +/Title 188 0 R +/A 185 0 R +/Parent 183 0 R +/Next 191 0 R +>> endobj +183 0 obj << +/Title 184 0 R +/A 181 0 R +/Parent 155 0 R +/Prev 159 0 R +/Next 223 0 R +/First 187 0 R +/Last 219 0 R +/Count -9 +>> endobj +179 0 obj << +/Title 180 0 R +/A 177 0 R +/Parent 159 0 R +/Prev 175 0 R +>> endobj +175 0 obj << +/Title 176 0 R +/A 173 0 R +/Parent 159 0 R +/Prev 171 0 R +/Next 179 0 R +>> endobj +171 0 obj << +/Title 172 0 R +/A 169 0 R +/Parent 159 0 R +/Prev 167 0 R +/Next 175 0 R +>> endobj +167 0 obj << +/Title 168 0 R +/A 165 0 R +/Parent 159 0 R +/Prev 163 0 R +/Next 171 0 R +>> endobj +163 0 obj << +/Title 164 0 R +/A 161 0 R +/Parent 159 0 R +/Next 167 0 R +>> endobj +159 0 obj << +/Title 160 0 R +/A 157 0 R +/Parent 155 0 R +/Next 183 0 R +/First 163 0 R +/Last 179 0 R +/Count -5 +>> endobj +155 0 obj << +/Title 156 0 R +/A 153 0 R +/Parent 2289 0 R +/Prev 143 0 R +/Next 227 0 R +/First 159 0 R +/Last 223 0 R +/Count -3 +>> endobj +151 0 obj << +/Title 152 0 R +/A 149 0 R +/Parent 143 0 R +/Prev 147 0 R +>> endobj +147 0 obj << +/Title 148 0 R +/A 145 0 R +/Parent 143 0 R +/Next 151 0 R +>> endobj +143 0 obj << +/Title 144 0 R +/A 141 0 R +/Parent 2289 0 R +/Prev 95 0 R +/Next 155 0 R +/First 147 0 R +/Last 151 0 R +/Count -2 +>> endobj +139 0 obj << +/Title 140 0 R +/A 137 0 R +/Parent 95 0 R +/Prev 135 0 R +>> endobj +135 0 obj << +/Title 136 0 R +/A 133 0 R +/Parent 95 0 R +/Prev 131 0 R +/Next 139 0 R +>> endobj +131 0 obj << +/Title 132 0 R +/A 129 0 R +/Parent 95 0 R +/Prev 127 0 R +/Next 135 0 R +>> endobj +127 0 obj << +/Title 128 0 R +/A 125 0 R +/Parent 95 0 R +/Prev 99 0 R +/Next 131 0 R +>> endobj +123 0 obj << +/Title 124 0 R +/A 121 0 R +/Parent 99 0 R +/Prev 119 0 R +>> endobj +119 0 obj << +/Title 120 0 R +/A 117 0 R +/Parent 99 0 R +/Prev 115 0 R +/Next 123 0 R +>> endobj +115 0 obj << +/Title 116 0 R +/A 113 0 R +/Parent 99 0 R +/Prev 111 0 R +/Next 119 0 R +>> endobj +111 0 obj << +/Title 112 0 R +/A 109 0 R +/Parent 99 0 R +/Prev 107 0 R +/Next 115 0 R +>> endobj +107 0 obj << +/Title 108 0 R +/A 105 0 R +/Parent 99 0 R +/Prev 103 0 R +/Next 111 0 R +>> endobj +103 0 obj << +/Title 104 0 R +/A 101 0 R +/Parent 99 0 R +/Next 107 0 R +>> endobj +99 0 obj << +/Title 100 0 R +/A 97 0 R +/Parent 95 0 R +/Next 127 0 R +/First 103 0 R +/Last 123 0 R +/Count -6 +>> endobj +95 0 obj << +/Title 96 0 R +/A 93 0 R +/Parent 2289 0 R +/Prev 19 0 R +/Next 143 0 R +/First 99 0 R +/Last 139 0 R +/Count -5 +>> endobj +91 0 obj << +/Title 92 0 R +/A 89 0 R +/Parent 19 0 R +/Prev 87 0 R +>> endobj +87 0 obj << +/Title 88 0 R +/A 85 0 R +/Parent 19 0 R +/Prev 83 0 R +/Next 91 0 R +>> endobj +83 0 obj << +/Title 84 0 R +/A 81 0 R +/Parent 19 0 R +/Prev 55 0 R +/Next 87 0 R +>> endobj +79 0 obj << +/Title 80 0 R +/A 77 0 R +/Parent 75 0 R +>> endobj +75 0 obj << +/Title 76 0 R +/A 73 0 R +/Parent 55 0 R +/Prev 63 0 R +/First 79 0 R +/Last 79 0 R +/Count -1 +>> endobj +71 0 obj << +/Title 72 0 R +/A 69 0 R +/Parent 63 0 R +/Prev 67 0 R +>> endobj +67 0 obj << +/Title 68 0 R +/A 65 0 R +/Parent 63 0 R +/Next 71 0 R +>> endobj +63 0 obj << +/Title 64 0 R +/A 61 0 R +/Parent 55 0 R +/Prev 59 0 R +/Next 75 0 R +/First 67 0 R +/Last 71 0 R +/Count -2 +>> endobj +59 0 obj << +/Title 60 0 R +/A 57 0 R +/Parent 55 0 R +/Next 63 0 R +>> endobj +55 0 obj << +/Title 56 0 R +/A 53 0 R +/Parent 19 0 R +/Prev 23 0 R +/Next 83 0 R +/First 59 0 R +/Last 75 0 R +/Count -3 +>> endobj +51 0 obj << +/Title 52 0 R +/A 49 0 R +/Parent 31 0 R +/Prev 47 0 R +>> endobj +47 0 obj << +/Title 48 0 R +/A 45 0 R +/Parent 31 0 R +/Prev 43 0 R +/Next 51 0 R +>> endobj +43 0 obj << +/Title 44 0 R +/A 41 0 R +/Parent 31 0 R +/Prev 39 0 R +/Next 47 0 R +>> endobj +39 0 obj << +/Title 40 0 R +/A 37 0 R +/Parent 31 0 R +/Prev 35 0 R +/Next 43 0 R +>> endobj +35 0 obj << +/Title 36 0 R +/A 33 0 R +/Parent 31 0 R +/Next 39 0 R +>> endobj +31 0 obj << +/Title 32 0 R +/A 29 0 R +/Parent 23 0 R +/Prev 27 0 R +/First 35 0 R +/Last 51 0 R +/Count -5 +>> endobj +27 0 obj << +/Title 28 0 R +/A 25 0 R +/Parent 23 0 R +/Next 31 0 R +>> endobj +23 0 obj << +/Title 24 0 R +/A 21 0 R +/Parent 19 0 R +/Next 55 0 R +/First 27 0 R +/Last 31 0 R +/Count -2 +>> endobj +19 0 obj << +/Title 20 0 R +/A 17 0 R +/Parent 2289 0 R +/Prev 3 0 R +/Next 95 0 R +/First 23 0 R +/Last 91 0 R +/Count -5 +>> endobj +15 0 obj << +/Title 16 0 R +/A 13 0 R +/Parent 3 0 R +/Prev 11 0 R +>> endobj +11 0 obj << +/Title 12 0 R +/A 9 0 R +/Parent 3 0 R +/Prev 7 0 R +/Next 15 0 R +>> endobj +7 0 obj << +/Title 8 0 R +/A 5 0 R +/Parent 3 0 R +/Next 11 0 R +>> endobj +3 0 obj << +/Title 4 0 R +/A 1 0 R +/Parent 2289 0 R +/Next 19 0 R +/First 7 0 R +/Last 15 0 R +/Count -3 +>> endobj +2290 0 obj << +/Names [(Doc-Start) 805 0 R (Hfootnote.1) 1273 0 R (Hfootnote.2) 1291 0 R (Hfootnote.3) 1484 0 R (Hfootnote.4) 1505 0 R (Hfootnote.5) 1667 0 R] +/Limits [(Doc-Start) (Hfootnote.5)] +>> endobj +2291 0 obj << +/Names [(Hfootnote.6) 1704 0 R (Hfootnote.7) 1812 0 R (Hfootnote.8) 1937 0 R (Item.1) 1053 0 R (Item.10) 1072 0 R (Item.100) 1709 0 R] +/Limits [(Hfootnote.6) (Item.100)] +>> endobj +2292 0 obj << +/Names [(Item.101) 1722 0 R (Item.102) 1723 0 R (Item.103) 1724 0 R (Item.104) 1725 0 R (Item.105) 1726 0 R (Item.106) 1727 0 R] +/Limits [(Item.101) (Item.106)] +>> endobj +2293 0 obj << +/Names [(Item.107) 1728 0 R (Item.108) 1753 0 R (Item.109) 1754 0 R (Item.11) 1073 0 R (Item.110) 1762 0 R (Item.111) 1763 0 R] +/Limits [(Item.107) (Item.111)] +>> endobj +2294 0 obj << +/Names [(Item.112) 1764 0 R (Item.113) 1765 0 R (Item.114) 1772 0 R (Item.115) 1773 0 R (Item.116) 1774 0 R (Item.117) 1775 0 R] +/Limits [(Item.112) (Item.117)] +>> endobj +2295 0 obj << +/Names [(Item.118) 1776 0 R (Item.119) 1777 0 R (Item.12) 1074 0 R (Item.120) 1778 0 R (Item.121) 1779 0 R (Item.122) 1780 0 R] +/Limits [(Item.118) (Item.122)] +>> endobj +2296 0 obj << +/Names [(Item.123) 1781 0 R (Item.124) 1782 0 R (Item.125) 1783 0 R (Item.126) 1784 0 R (Item.127) 1785 0 R (Item.128) 1786 0 R] +/Limits [(Item.123) (Item.128)] +>> endobj +2297 0 obj << +/Names [(Item.129) 1787 0 R (Item.13) 1075 0 R (Item.130) 1788 0 R (Item.131) 1794 0 R (Item.132) 1795 0 R (Item.133) 1796 0 R] +/Limits [(Item.129) (Item.133)] +>> endobj +2298 0 obj << +/Names [(Item.134) 1802 0 R (Item.135) 1803 0 R (Item.136) 1810 0 R (Item.137) 1811 0 R (Item.138) 1817 0 R (Item.139) 1818 0 R] +/Limits [(Item.134) (Item.139)] +>> endobj +2299 0 obj << +/Names [(Item.14) 1076 0 R (Item.140) 1819 0 R (Item.141) 1820 0 R (Item.142) 1821 0 R (Item.143) 1822 0 R (Item.144) 1827 0 R] +/Limits [(Item.14) (Item.144)] +>> endobj +2300 0 obj << +/Names [(Item.145) 1828 0 R (Item.146) 1829 0 R (Item.147) 1834 0 R (Item.148) 1835 0 R (Item.149) 1836 0 R (Item.15) 1084 0 R] +/Limits [(Item.145) (Item.15)] +>> endobj +2301 0 obj << +/Names [(Item.150) 1837 0 R (Item.151) 1838 0 R (Item.152) 1839 0 R (Item.153) 1875 0 R (Item.154) 1876 0 R (Item.155) 1877 0 R] +/Limits [(Item.150) (Item.155)] +>> endobj +2302 0 obj << +/Names [(Item.156) 1896 0 R (Item.157) 1897 0 R (Item.158) 1898 0 R (Item.159) 1899 0 R (Item.16) 1085 0 R (Item.160) 1900 0 R] +/Limits [(Item.156) (Item.160)] +>> endobj +2303 0 obj << +/Names [(Item.161) 1901 0 R (Item.162) 1902 0 R (Item.163) 1935 0 R (Item.164) 1936 0 R (Item.165) 1949 0 R (Item.166) 1950 0 R] +/Limits [(Item.161) (Item.166)] +>> endobj +2304 0 obj << +/Names [(Item.167) 1951 0 R (Item.168) 1958 0 R (Item.169) 1959 0 R (Item.17) 1086 0 R (Item.170) 2101 0 R (Item.171) 2102 0 R] +/Limits [(Item.167) (Item.171)] +>> endobj +2305 0 obj << +/Names [(Item.172) 2211 0 R (Item.173) 2212 0 R (Item.174) 2217 0 R (Item.175) 2218 0 R (Item.18) 1104 0 R (Item.19) 1105 0 R] +/Limits [(Item.172) (Item.19)] +>> endobj +2306 0 obj << +/Names [(Item.2) 1054 0 R (Item.20) 1121 0 R (Item.21) 1122 0 R (Item.22) 1123 0 R (Item.23) 1124 0 R (Item.24) 1125 0 R] +/Limits [(Item.2) (Item.24)] +>> endobj +2307 0 obj << +/Names [(Item.25) 1126 0 R (Item.26) 1127 0 R (Item.27) 1128 0 R (Item.28) 1133 0 R (Item.29) 1134 0 R (Item.3) 1055 0 R] +/Limits [(Item.25) (Item.3)] +>> endobj +2308 0 obj << +/Names [(Item.30) 1135 0 R (Item.31) 1136 0 R (Item.32) 1137 0 R (Item.33) 1138 0 R (Item.34) 1139 0 R (Item.35) 1140 0 R] +/Limits [(Item.30) (Item.35)] +>> endobj +2309 0 obj << +/Names [(Item.36) 1150 0 R (Item.37) 1151 0 R (Item.38) 1152 0 R (Item.39) 1153 0 R (Item.4) 1056 0 R (Item.40) 1154 0 R] +/Limits [(Item.36) (Item.40)] +>> endobj +2310 0 obj << +/Names [(Item.41) 1155 0 R (Item.42) 1156 0 R (Item.43) 1157 0 R (Item.44) 1158 0 R (Item.45) 1163 0 R (Item.46) 1164 0 R] +/Limits [(Item.41) (Item.46)] +>> endobj +2311 0 obj << +/Names [(Item.47) 1165 0 R (Item.48) 1166 0 R (Item.49) 1167 0 R (Item.5) 1057 0 R (Item.50) 1168 0 R (Item.51) 1169 0 R] +/Limits [(Item.47) (Item.51)] +>> endobj +2312 0 obj << +/Names [(Item.52) 1177 0 R (Item.53) 1178 0 R (Item.54) 1288 0 R (Item.55) 1289 0 R (Item.56) 1290 0 R (Item.57) 1298 0 R] +/Limits [(Item.52) (Item.57)] +>> endobj +2313 0 obj << +/Names [(Item.58) 1299 0 R (Item.59) 1300 0 R (Item.6) 1068 0 R (Item.60) 1301 0 R (Item.61) 1324 0 R (Item.62) 1325 0 R] +/Limits [(Item.58) (Item.62)] +>> endobj +2314 0 obj << +/Names [(Item.63) 1326 0 R (Item.64) 1370 0 R (Item.65) 1371 0 R (Item.66) 1372 0 R (Item.67) 1373 0 R (Item.68) 1374 0 R] +/Limits [(Item.63) (Item.68)] +>> endobj +2315 0 obj << +/Names [(Item.69) 1403 0 R (Item.7) 1069 0 R (Item.70) 1404 0 R (Item.71) 1413 0 R (Item.72) 1414 0 R (Item.73) 1415 0 R] +/Limits [(Item.69) (Item.73)] +>> endobj +2316 0 obj << +/Names [(Item.74) 1416 0 R (Item.75) 1431 0 R (Item.76) 1432 0 R (Item.77) 1440 0 R (Item.78) 1441 0 R (Item.79) 1442 0 R] +/Limits [(Item.74) (Item.79)] +>> endobj +2317 0 obj << +/Names [(Item.8) 1070 0 R (Item.80) 1443 0 R (Item.81) 1444 0 R (Item.82) 1445 0 R (Item.83) 1446 0 R (Item.84) 1447 0 R] +/Limits [(Item.8) (Item.84)] +>> endobj +2318 0 obj << +/Names [(Item.85) 1448 0 R (Item.86) 1449 0 R (Item.87) 1450 0 R (Item.88) 1468 0 R (Item.89) 1469 0 R (Item.9) 1071 0 R] +/Limits [(Item.85) (Item.9)] +>> endobj +2319 0 obj << +/Names [(Item.90) 1470 0 R (Item.91) 1493 0 R (Item.92) 1502 0 R (Item.93) 1503 0 R (Item.94) 1504 0 R (Item.95) 1665 0 R] +/Limits [(Item.90) (Item.95)] +>> endobj +2320 0 obj << +/Names [(Item.96) 1666 0 R (Item.97) 1701 0 R (Item.98) 1702 0 R (Item.99) 1703 0 R (appendix.A) 698 0 R (appendix.B) 702 0 R] +/Limits [(Item.96) (appendix.B)] +>> endobj +2321 0 obj << +/Names [(appendix.C) 706 0 R (appendix.D) 774 0 R (appendix.E) 778 0 R (appendix.F) 782 0 R (appendix.G) 786 0 R (chapter*.1) 843 0 R] +/Limits [(appendix.C) (chapter*.1)] +>> endobj +2322 0 obj << +/Names [(chapter.1) 2 0 R (chapter.10) 666 0 R (chapter.2) 18 0 R (chapter.3) 94 0 R (chapter.4) 142 0 R (chapter.5) 154 0 R] +/Limits [(chapter.1) (chapter.5)] +>> endobj +2323 0 obj << +/Names [(chapter.6) 226 0 R (chapter.7) 502 0 R (chapter.8) 554 0 R (chapter.9) 638 0 R (figure.2.1) 1087 0 R (figure.2.2) 1098 0 R] +/Limits [(chapter.6) (figure.2.2)] +>> endobj +2324 0 obj << +/Names [(figure.6.1) 1272 0 R (figure.6.10) 1433 0 R (figure.6.11) 1457 0 R (figure.6.12) 1458 0 R (figure.6.13) 1472 0 R (figure.6.14) 1473 0 R] +/Limits [(figure.6.1) (figure.6.14)] +>> endobj +2325 0 obj << +/Names [(figure.6.15) 1485 0 R (figure.6.16) 1486 0 R (figure.6.17) 1494 0 R (figure.6.18) 1517 0 R (figure.6.19) 1519 0 R (figure.6.2) 1302 0 R] +/Limits [(figure.6.15) (figure.6.2)] +>> endobj +2326 0 obj << +/Names [(figure.6.20) 1528 0 R (figure.6.21) 1567 0 R (figure.6.22) 1568 0 R (figure.6.23) 1579 0 R (figure.6.24) 1608 0 R (figure.6.25) 1609 0 R] +/Limits [(figure.6.20) (figure.6.25)] +>> endobj +2327 0 obj << +/Names [(figure.6.26) 1617 0 R (figure.6.27) 1618 0 R (figure.6.28) 1625 0 R (figure.6.29) 1633 0 R (figure.6.3) 1319 0 R (figure.6.30) 1641 0 R] +/Limits [(figure.6.26) (figure.6.30)] +>> endobj +2328 0 obj << +/Names [(figure.6.31) 1648 0 R (figure.6.32) 1657 0 R (figure.6.33) 1664 0 R (figure.6.34) 1674 0 R (figure.6.35) 1681 0 R (figure.6.36) 1693 0 R] +/Limits [(figure.6.31) (figure.6.36)] +>> endobj +2329 0 obj << +/Names [(figure.6.37) 1710 0 R (figure.6.4) 1381 0 R (figure.6.5) 1389 0 R (figure.6.6) 1396 0 R (figure.6.7) 1406 0 R (figure.6.8) 1417 0 R] +/Limits [(figure.6.37) (figure.6.8)] +>> endobj +2330 0 obj << +/Names [(figure.6.9) 1424 0 R (page.1) 804 0 R (page.10) 1067 0 R (page.100) 1833 0 R (page.101) 1843 0 R (page.102) 1847 0 R] +/Limits [(figure.6.9) (page.102)] +>> endobj +2331 0 obj << +/Names [(page.103) 1853 0 R (page.104) 1858 0 R (page.105) 1862 0 R (page.106) 1866 0 R (page.107) 1870 0 R (page.108) 1874 0 R] +/Limits [(page.103) (page.108)] +>> endobj +2332 0 obj << +/Names [(page.109) 1885 0 R (page.11) 1083 0 R (page.110) 1891 0 R (page.111) 1895 0 R (page.112) 1907 0 R (page.113) 1911 0 R] +/Limits [(page.109) (page.113)] +>> endobj +2333 0 obj << +/Names [(page.114) 1915 0 R (page.115) 1920 0 R (page.116) 1924 0 R (page.117) 1928 0 R (page.118) 1934 0 R (page.119) 1941 0 R] +/Limits [(page.114) (page.119)] +>> endobj +2334 0 obj << +/Names [(page.12) 1091 0 R (page.120) 1948 0 R (page.121) 1957 0 R (page.122) 1963 0 R (page.123) 1967 0 R (page.124) 1971 0 R] +/Limits [(page.12) (page.124)] +>> endobj +2335 0 obj << +/Names [(page.125) 1975 0 R (page.126) 1979 0 R (page.127) 1984 0 R (page.128) 1988 0 R (page.129) 1994 0 R (page.13) 1097 0 R] +/Limits [(page.125) (page.13)] +>> endobj +2336 0 obj << +/Names [(page.130) 1999 0 R (page.131) 2009 0 R (page.132) 2016 0 R (page.133) 2022 0 R (page.134) 2026 0 R (page.135) 2033 0 R] +/Limits [(page.130) (page.135)] +>> endobj +2337 0 obj << +/Names [(page.136) 2037 0 R (page.137) 2041 0 R (page.138) 2045 0 R (page.139) 2050 0 R (page.14) 1103 0 R (page.140) 2054 0 R] +/Limits [(page.136) (page.140)] +>> endobj +2338 0 obj << +/Names [(page.141) 2058 0 R (page.142) 2062 0 R (page.143) 2066 0 R (page.144) 2070 0 R (page.145) 2075 0 R (page.146) 2079 0 R] +/Limits [(page.141) (page.146)] +>> endobj +2339 0 obj << +/Names [(page.147) 2083 0 R (page.148) 2087 0 R (page.149) 2091 0 R (page.15) 1109 0 R (page.150) 2095 0 R (page.151) 2100 0 R] +/Limits [(page.147) (page.151)] +>> endobj +2340 0 obj << +/Names [(page.152) 2106 0 R (page.153) 2110 0 R (page.154) 2114 0 R (page.155) 2118 0 R (page.156) 2122 0 R (page.157) 2127 0 R] +/Limits [(page.152) (page.157)] +>> endobj +2341 0 obj << +/Names [(page.158) 2131 0 R (page.159) 2135 0 R (page.16) 1115 0 R (page.160) 2139 0 R (page.161) 2143 0 R (page.162) 2147 0 R] +/Limits [(page.158) (page.162)] +>> endobj +2342 0 obj << +/Names [(page.163) 2152 0 R (page.164) 2156 0 R (page.165) 2160 0 R (page.166) 2164 0 R (page.167) 2168 0 R (page.168) 2172 0 R] +/Limits [(page.163) (page.168)] +>> endobj +2343 0 obj << +/Names [(page.169) 2177 0 R (page.17) 1120 0 R (page.170) 2181 0 R (page.171) 2185 0 R (page.172) 2189 0 R (page.173) 2193 0 R] +/Limits [(page.169) (page.173)] +>> endobj +2344 0 obj << +/Names [(page.174) 2197 0 R (page.175) 2202 0 R (page.176) 2206 0 R (page.177) 2210 0 R (page.178) 2216 0 R (page.179) 2222 0 R] +/Limits [(page.174) (page.179)] +>> endobj +2345 0 obj << +/Names [(page.18) 1132 0 R (page.180) 2226 0 R (page.181) 2236 0 R (page.182) 2242 0 R (page.183) 2246 0 R (page.184) 2250 0 R] +/Limits [(page.18) (page.184)] +>> endobj +2346 0 obj << +/Names [(page.19) 1149 0 R (page.2) 885 0 R (page.20) 1162 0 R (page.21) 1176 0 R (page.22) 1182 0 R (page.23) 1188 0 R] +/Limits [(page.19) (page.23)] +>> endobj +2347 0 obj << +/Names [(page.24) 1194 0 R (page.25) 1199 0 R (page.26) 1207 0 R (page.27) 1211 0 R (page.28) 1217 0 R (page.29) 1222 0 R] +/Limits [(page.24) (page.29)] +>> endobj +2348 0 obj << +/Names [(page.3) 930 0 R (page.30) 1226 0 R (page.31) 1232 0 R (page.32) 1236 0 R (page.33) 1243 0 R (page.34) 1247 0 R] +/Limits [(page.3) (page.34)] +>> endobj +2349 0 obj << +/Names [(page.35) 1251 0 R (page.36) 1255 0 R (page.37) 1260 0 R (page.38) 1264 0 R (page.39) 1271 0 R (page.4) 973 0 R] +/Limits [(page.35) (page.4)] +>> endobj +2350 0 obj << +/Names [(page.40) 1287 0 R (page.41) 1297 0 R (page.42) 1311 0 R (page.43) 1318 0 R (page.44) 1323 0 R (page.45) 1330 0 R] +/Limits [(page.40) (page.45)] +>> endobj +2351 0 obj << +/Names [(page.46) 1336 0 R (page.47) 1340 0 R (page.48) 1356 0 R (page.49) 1363 0 R (page.5) 1014 0 R (page.50) 1369 0 R] +/Limits [(page.46) (page.50)] +>> endobj +2352 0 obj << +/Names [(page.51) 1380 0 R (page.52) 1388 0 R (page.53) 1395 0 R (page.54) 1402 0 R (page.55) 1412 0 R (page.56) 1423 0 R] +/Limits [(page.51) (page.56)] +>> endobj +2353 0 obj << +/Names [(page.57) 1430 0 R (page.58) 1439 0 R (page.59) 1456 0 R (page.6) 1035 0 R (page.60) 1467 0 R (page.61) 1483 0 R] +/Limits [(page.57) (page.61)] +>> endobj +2354 0 obj << +/Names [(page.62) 1492 0 R (page.63) 1501 0 R (page.64) 1516 0 R (page.65) 1526 0 R (page.66) 1532 0 R (page.67) 1539 0 R] +/Limits [(page.62) (page.67)] +>> endobj +2355 0 obj << +/Names [(page.68) 1543 0 R (page.69) 1547 0 R (page.7) 1043 0 R (page.70) 1552 0 R (page.71) 1566 0 R 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(subsection.6.9.2) 382 0 R (subsection.6.9.3) 386 0 R (subsection.6.9.4) 390 0 R (subsection.7.2.1) 514 0 R] +/Limits [(subsection.6.5.7) (subsection.7.2.1)] +>> endobj +2388 0 obj << +/Names [(subsection.7.2.2) 518 0 R (subsection.7.2.3) 522 0 R (subsection.7.2.4) 526 0 R (subsection.7.3.1) 534 0 R (subsection.7.3.2) 538 0 R (subsection.7.3.3) 542 0 R] +/Limits [(subsection.7.2.2) (subsection.7.3.3)] +>> endobj +2389 0 obj << +/Names [(subsection.7.3.4) 546 0 R (subsection.8.10.1) 626 0 R (subsection.8.10.2) 630 0 R (subsection.8.10.3) 634 0 R (subsection.8.4.1) 574 0 R (subsection.8.4.2) 578 0 R] +/Limits [(subsection.7.3.4) (subsection.8.4.2)] +>> endobj +2390 0 obj << +/Names [(subsection.8.5.1) 586 0 R (subsection.8.5.2) 590 0 R (subsection.8.8.1) 606 0 R (subsection.8.8.2) 610 0 R (subsection.8.8.3) 614 0 R (subsection.C.13.1) 762 0 R] +/Limits [(subsection.8.5.1) (subsection.C.13.1)] +>> endobj +2391 0 obj << +/Names [(subsection.C.13.2) 766 0 R (subsection.C.13.3) 770 0 R (table.6.1) 1518 0 R (table.6.10) 1735 0 R (table.6.2) 1520 0 R (table.6.3) 1527 0 R] +/Limits [(subsection.C.13.2) (table.6.3)] +>> endobj +2392 0 obj << +/Names [(table.6.4) 1729 0 R (table.6.5) 1730 0 R (table.6.6) 1731 0 R (table.6.7) 1732 0 R (table.6.8) 1733 0 R (table.6.9) 1734 0 R] +/Limits [(table.6.4) (table.6.9)] +>> endobj +2393 0 obj << +/Names [(table.8.1) 1886 0 R (table.8.2) 1887 0 R (table.F.1) 2237 0 R (table.F.2) 2238 0 R] +/Limits [(table.8.1) (table.F.2)] +>> endobj +2394 0 obj << +/Kids [2290 0 R 2291 0 R 2292 0 R 2293 0 R 2294 0 R 2295 0 R] +/Limits [(Doc-Start) (Item.122)] +>> endobj +2395 0 obj << +/Kids [2296 0 R 2297 0 R 2298 0 R 2299 0 R 2300 0 R 2301 0 R] +/Limits [(Item.123) (Item.155)] +>> endobj +2396 0 obj << +/Kids [2302 0 R 2303 0 R 2304 0 R 2305 0 R 2306 0 R 2307 0 R] +/Limits [(Item.156) (Item.3)] +>> endobj +2397 0 obj << +/Kids [2308 0 R 2309 0 R 2310 0 R 2311 0 R 2312 0 R 2313 0 R] +/Limits [(Item.30) (Item.62)] +>> endobj +2398 0 obj << +/Kids 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For the next mont\ h my lunch hours, evenings and )Tj +T* +(weekends, as well as normal work hours, were consumed with fighting the \ fierce green dragon and )Tj +T* +(escaping from the twisty little passages. Finally, with a few hints abou\ t the plover's egg and dynamite, I )Tj +T* +(had proudly earned all the points in the game. )Tj +0 -2.557 TD +(My elation turned to terror as I realized it was time for my performance\ review. My boss was a stern )Tj +0 -1.2 TD +(man, who was more comfortable with machines than with people. He opened \ up a large computer )Tj +T* +(printout containing a log of the hours each of his programmers spent on \ the mainframe computer. He )Tj +T* +(said he noticed that recently I had been working evenings and weekends a\ nd that he admired that type of )Tj +T* +(dedication in his employees. He gave me the maximum raise and told me to\ keep up the good work. )Tj +0 -2.557 TD +(Ever since I've had a warm spot in my heart for adventure games. Years l\ ater, when I got my first home )Tj +0 -1.2 TD +(computer, I immediately started to write my own adventure game in 'C'. F\ irst came the tools, a simple )Tj +T* +(dynamic database to keep track of the game state and pattern matching fu\ nctions to search that database. )Tj +T* +(Then came a natural language parser for the front end. Functions impleme\ nted the various rules of the )Tj +T* +(game. )Tj +0 -2.557 TD +(At around the same time I joined the Boston Computer Society and attende\ d a lecture of the newly )Tj +0 -1.2 TD +(formed Artificial Intelligence group. The lecture was about Prolog. I wa\ s amazed--here was a language )Tj +T* +(that included all of the tools needed for building adventure games and m\ ore. )Tj +0 -2.557 TD +(It had a much richer dynamic database and more powerful pattern matcher \ than the one I had written, )Tj +0 -1.2 TD +(plus its syntax was rules, which are much more natural for coding the sp\ ecification of the game. It had a )Tj +T* +(built-in search engine and, to top it all off, had tools for natural lan\ guage processing. )Tj +0 -2.557 TD +(I learned Prolog from the classic Clocksin and Mellish text and started \ writing adventure games anew. )Tj +0 -2.557 TD +(I went on to use Prolog for a number of expert system applications at my\ then current job, including a )Tj +0 -1.2 TD +(mainframe database performance tuning system and installation expert. Th\ is got others interested in the )Tj +T* +(language and I began teaching it as well. )Tj +0 -2.557 TD +(While the applications we were using Prolog for were serious and perform\ ed a key role in improving )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/apreface.htm \(1 of 2\)11/3/2006 7\ :04:32 PM)Tj +ET +EMC + +endstream endobj 271 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Preface)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(technical support for the growing company, I still found the adventure g\ ame to be an excellent showcase )Tj +0 -1.2 TD +(for teaching the language. )Tj +0 -2.557 TD +(This book is the result of that work. It takes a pragmatic, rather than \ theoretical, approach to the )Tj +0 -1.2 TD +(language and is designed for programmers interested in adding this power\ ful language to their bag of )Tj +T* +(tools. )Tj +0 -2.557 TD +(I offer my thanks to Will Crowther and Don Woods for writing the first \(\ and in my opinion still the best\) )Tj +0 -1.2 TD +(adventure game and to the Boston Computer Society for testing the ideas \ in the book. Thanks also to )Tj +T* +(Ray Reeves, who speaks fluent Prolog, and Nancy Wilson, who speaks fluen\ t English, for their careful )Tj +T* +(reading of the text. )Tj +0 -2.557 TD +(Dennis Merritt )Tj +0 -1.2 TD +(Stow, Massachusetts, April 1996 )Tj +/T1_1 1 Tf +12.9231 0 0 12.9231 10 493.2832 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +/T1_0 1 Tf +14 0 0 14 340.7274 493.2832 Tm +( )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/apreface.htm \(2 of 2\)11/3/2006 7\ :04:32 PM)Tj +ET +EMC + +endstream endobj 272 0 obj(Preface) endobj 273 0 obj<> endobj 274 0 obj(http://www.amzi.com/AdventureInProlog/apreface.htm) endobj 275 0 obj(> endobj 277 0 obj<> endobj 278 0 obj(AB*) endobj 279 0 obj 1 endobj 280 0 obj<> endobj 281 0 obj<> endobj 282 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 283 0 obj[282 0 R/XYZ 0 766.0 null] endobj 284 0 obj<> endobj 285 0 obj[/Indexed/DeviceRGB 255 286 0 R] endobj 286 0 obj<>stream +== {{NӨzzzRRRaII zzHSSH22J#%^^@GJJK5fffBBBrr-!!"l9z;;;DLL;č& %3[[3j>>,BsrrTJJ2333M@(((ooBZZZ$$$fs3MNhmmf6qYY"sss%j9//)1XLL*<<J3~faPTq^^~Xfff_I) +endstream endobj 287 0 obj<>stream +HW{FBN'#A* FvDJz JµqSdCդ@>,Ɏ@'-vgw睏w$=Vx$_ZX.}3IOP\KHz(:GבP,F#;ˑF.R t)uć@p*븹\7\??4^*u7>^S/jh"+t.2ZeU&R|)yNy +۷opvV]j/zɘ&gA)1nb.0d&ɆI65Ѝd?j#J +_2ώ5ⶊ8BPט^C"oN^drIRSۛ\>y̤hT⸀2x_ p֋F߅1_+h CYRCrb,w1DT9uULLSlrvy,*?x㜴]:1rl8 S`Վ ?UF'ʚ,鬎`J^ V L4ۖJoW^ldh 'l`i0GkKn@LLqҫLA!XњvT{zȭm.Qĵ62` +-b/ )mZmfU1ErM9]"~*0=_?|!sCc4'NݔjGXx3%z$;abh +L`CdX]c2gV<.)~ v)R)l+X.:@p§*5Jet9_-Ϛo%_b\}[Y\Ƿ`0nvvX𖖁iz `]OF7昴,fbp(vZ t V#bPcI*i-oS`xunК%Wљ }is\ү/mͯ?yoI q[ϕnoՏؚlȤogqJ l4tWũ #Ɉ9tZ Url.'qA@oJOvXscNL&q!T*;)Y~ aq,6\{P|r"d8@r r&y7 L=O!hagBH&6 3bIPX'A(K[f1 +'ԋR:%qsȪIXQטa,%PiH_e@B;s#ұ,y|cc4VOfύ@cF#Oith޽/71.e^F&0"Pk@7##_=.‹-~E8H'Uۢ6B+XF頍ګ`GS܈sWiOQOi͐ݧ ̹5.iN3$Nc/_nnngFT` ؤ5.N} ND|TXigs!ز#6RTKrVvخ%[3OZBNhR-RJim/.I~[@P;vK^'J;44G@tk=|6 -loQJ4͆G}*J6+NXE"42EM/g՚ګxEᨁH MvA2S(%yZO;0P˧חO)żk_$f+7t5^>}ie>}߿*w*ꎋmn~3HL#p_u10|,)-Zdz@ 7t0T/\xMhbMg +Ξ~zщjJg+3焺ͱͭ3](C[=Vס)9/b/n t tTN ]wĵ' 03tX*r%Ĵ^'"v>| `7P=X[^xsgFP1pw8cbepsk^tщ|qxlvbz걺.N@m2 +jy=62ld3%#N[ΏF5~l}p> +\Av 6S9xV6Wuu7%jx AW^GOBm%e5}}l~~>@ӽ> ns/&C;/[]Z?RHD~<_!|1LDU|~]qeEFCjkbDK싓bʚrDJ\_Ck<۸%Jw%y~; a-]9*r1203PrdK urG;w8Zg_6 XX߻yr7ETt{&SSS/^cfcբNEA'1瘊1NX+S + M0©.e'9tiJ|z* #Z7srweFJU3^i21_ɨYA\b_sTpxh`rI>;9~/0eԜ`|H[["LS)c|kk_O + ARǰ7$޿3SzG)ufJĽ&)pjtaayj1ue+z{ ڥ+o yAg{}J4(’ HXJU<.Oݒ7fF'8݇W_oꄪe +ߞ[mN̘l";KoS2KWn>%yLj`j.'NCeH> +a9mb +:erۍ'? ZZ 4ͱNaj_" +m(nlZH߼~_w+8ƬyDKqTA}ŗ$v?"•ph.!(lSPJ#p]<87i$ϫy:qN2 dCѸWSvmQ+${jஏ/MYCn Rgϟ?uǓ$eY+tm7a9vH_,eE(@I*rt+oީ'$T{0J8Ta21Mo ܼTקԇ/vlcB{q66uDmʢɃ/be?XD!sTvK^6|MRxY ̱ +"n%!xw ~S^JanOJUn(x}4blb.)8`<@Z;KKktw>; +evmj}el|#k0bbӫWQ\55s07^;Ee_v_ݝv(H9`JR>@' R9 (q 0r/M\Rͽ77A՚o6XY jӳ,B:;jM s 8vTI@QQ `f9BCe9R̆jJ. ADψ@3 r.2S/SfPH9q%~̎+BhR?G(jj諮#=[rjz1X{mʍ[])Ai:Y*`ű`U D$Pq!Y6'T^'p`iy!Ӌ)wlW-mfRMgصҴ"G cclRG BЋ|Y0$Iaե)`gs|22TkǾ*l0c9̝bi(%La?|D%P*|)F(?iaA PhR?G'Uިa5H3“ra`JG\kA0p$S%ځ ߄Œõ\ Mi9#/f!94S' EhoDN 3҄tIl.~uI)3gޮgsbtt:"Ⱥg`@^ q\XNAK̇X,6l)&|%JT K[lD?EݯKz"#y4c< +2oI%cȈCPTp4'Z"B(T3*1Qz4.O*L$UԒFN"D@˧̱)Wؗ::Hj@rwlt*.xq9egvŎGzZ%v`ۙ+ܭTe(7ĹYLgsO$L'P-V :mx`17҇>k!#x&Ǽb {okJTeK[J (#⽢Ҫ 餒\iL~9aآ@{& Z?W! MTiZo|ثɨH> endobj 291 0 obj<> endobj 292 0 obj[284 0 R] endobj 293 0 obj<>/A<>/Border[0 0 0]>> endobj 294 0 obj[293 0 R 295 0 R] endobj 295 0 obj<>/A<>/Border[0 0 0]>> endobj 296 0 obj<> endobj 297 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Getting Started)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_1 1 Tf +19.3846 0 0 19.3846 10 651.0149 Tm +(Where to Find a Prolog)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 613.714 Tm +(Amzi! offers both free and commercial Prolog development tools. This tut\ orial text refers to the Amzi!\256 )Tj +0 -1.2 TD +(Eclipse IDE. Amzi! runs under all forms of Windows, and many forms of Un\ ix including Linux and )Tj +T* +(Solaris. You can download a copy from our web site:)Tj +ET +0 0 1 RG +0.706 w 10 M 0 j 0 J []0 d +50 542.197 m +138.648 542.197 l +S +0 0 1 rg +BT +/T1_0 1 Tf +14 0 0 14 50 544.314 Tm +(www.amzi.com)Tj +0 0 0 rg +-2.857 -2.7 Td +(You can find other freely available Prolog tools for Windows and other p\ lat-forms in the Prolog FAQ )Tj +T* +(and on various Prolog and AI repositories. Our web site contains up-to-d\ ate pointers to these sites. )Tj +0 -2.557 TD +(You will also find numerous articles on our web site about:)Tj +/T1_2 1 Tf +7 0 0 7 35.713 418.114 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 418.114 Tm +(Learning and using Prolog, )Tj +/T1_2 1 Tf +7 0 0 7 35.713 401.314 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 401.314 Tm +(Building expert systems, agents and intelligent components in Prolog, )Tj +/T1_2 1 Tf +7 0 0 7 35.713 384.514 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 384.514 Tm +(Embedding Prolog modules in C/C++, Java, Delphi, Visual Basic and other \ applications,)Tj +/T1_2 1 Tf +7 0 0 7 35.713 367.714 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 367.714 Tm +(Using intelligent components on the Internet, and)Tj +/T1_2 1 Tf +7 0 0 7 35.713 350.914 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 350.914 Tm +(Many other topics)Tj +-2.857 -2.557 Td +(Our web site also contains pointers to:)Tj +/T1_2 1 Tf +7 0 0 7 35.713 279.314 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 279.314 Tm +(Books,)Tj +/T1_2 1 Tf +7 0 0 7 35.713 262.514 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 262.514 Tm +(Prolog source code repositories,)Tj +/T1_2 1 Tf +7 0 0 7 35.713 245.714 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 245.714 Tm +(Papers and FAQs,)Tj +/T1_2 1 Tf +7 0 0 7 35.713 228.914 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 228.914 Tm +(Other Prolog, AI and expert systems sites, and)Tj +/T1_2 1 Tf +7 0 0 7 35.713 212.114 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 212.114 Tm +(Newsgroups.)Tj +0 0 1 rg +-2.857 -2.557 Td +(We invite you to visit!)Tj +0 0 0 rg +/T1_3 1 Tf +12.9231 0 0 12.9231 10 141.439 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/aprolog.htm11/3/2006 7:04:57 PM)Tj +ET +EMC + +endstream endobj 298 0 obj(Getting Started) endobj 299 0 obj<> endobj 300 0 obj(http://www.amzi.com/AdventureInProlog/aprolog.htm) endobj 301 0 obj(X8\)p-*u=\\a]) endobj 302 0 obj<> endobj 303 0 obj<> endobj 304 0 obj(YK${#4\r) endobj 305 0 obj 1 endobj 306 0 obj<> endobj 307 0 obj<> endobj 308 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 309 0 obj[308 0 R/XYZ 0 767.472 null] endobj 310 0 obj<><><><><><>]/P 10 0 R/S/Article/T()/Pg 308 0 R>> endobj 311 0 obj[310 0 R] endobj 312 0 obj<>/A<>/Border[0 0 0]>> endobj 313 0 obj[312 0 R] endobj 314 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 315 0 obj[310 0 R] endobj 316 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 317 0 obj<> endobj 318 0 obj<> endobj 319 0 obj[310 0 R] endobj 320 0 obj[316 0 R/XYZ 0 464.899 null] endobj 321 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 322 0 obj[310 0 R] endobj 323 0 obj[321 0 R/XYZ 0 181.165 null] endobj 324 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 325 0 obj[310 0 R] endobj 326 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 327 0 obj[310 0 R] endobj 328 0 obj[326 0 R/XYZ 0 345.926 null] endobj 329 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 330 0 obj[310 0 R] endobj 331 0 obj<> endobj 332 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +381.8880005 0 0 48.9600067 115.0559998 703.0079956 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +20.2117 0 0 20.2117 8.16 670.1444 Tm +(1)Tj +0 0 0 rg +11.424 0 0 11.424 18.2658 670.1444 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +15.8178 0 0 15.8178 8.16 633.8861 Tm +(Getting Started)Tj +0 0 0 rg +/T1_0 1 Tf +11.424 0 0 11.424 8.16 603.4486 Tm +(Prolog stands for PROgramming in LOGic. It was developed from a foundati\ on of logical theorem proving and originally used )Tj +0 -1.2 TD +(for research in natural language processing. Although its popularity has\ sprung up mainly in the artificial intelligence \(AI\) )Tj +T* +(community, where it has been used for applications such as expert system\ s, natural language, and intelligent databases, it is al)Tj +(so )Tj +T* +(useful for more conventional types of applications. It allows for more r\ apid development and prototyping than most languages )Tj +T* +(because it is semantically close to the logical specification of a progr\ am. As such, it approaches the ideal of executable progr)Tj +(am )Tj +T* +(specifications. )Tj +0 -2.557 TD +(Programming in Prolog is significantly different from conventional proce\ dural programming and requires a readjustment in the )Tj +0 -1.2 TD +(way one thinks about programming. Logical relationships are asserted, an\ d Prolog is used to determine whether or not certain )Tj +T* +(statements are true, and if true, what variable bindings make them true.\ This leads to a very declarative style of programming.)Tj +0 -2.557 TD +(In fact, the term program does not accurately describe a Prolog collecti\ on of executable facts, rules and logical relationships,)Tj +( so )Tj +0 -1.2 TD +(you will often see term )Tj +/T1_2 1 Tf +(logicbase)Tj +/T1_0 1 Tf +( used in this book as well.)Tj +0 -2.557 TD +(While Prolog is a fascinating language from a purely theoretical viewpoi\ nt, this book will stress Prolog as a practical tool for)Tj +( )Tj +0 -1.2 TD +(application development. )Tj +0 -2.557 TD +(Much of the book will be built around the writing of a short adventure g\ ame. The adventure game is a good example since it )Tj +0 -1.2 TD +(contains mundane programming constructs, symbolic reasoning, natural lan\ guage, data, and logic. )Tj +0 -2.557 TD +(Through exercises you will also build a simple expert system, an intelli\ gent genealogical logicbase, and a mundane customer )Tj +0 -1.2 TD +(order entry application. )Tj +0 -2.557 TD +(You should create a source file for the game, and enter the examples fro\ m the book as you go. You should also create source file)Tj +(s )Tj +0 -1.2 TD +(for the other three programs covered in the exercises. Sample source cod\ e for each of the programs is included in the appendix. )Tj +0 -2.557 TD +(The adventure game is called Nani Search. Your persona as the adventurer\ is that of a three year old girl. The lost treasure wit)Tj +(h )Tj +0 -1.2 TD +(magical powers is your nani \(security blanket\). The terrifying obstacl\ e between you and success is a dark room. It is getting la)Tj +(te )Tj +T* +(and you're tired, but you can't go to sleep without your nani. Your miss\ ion is to find the nani. )Tj +0 -2.557 TD +(Nani Search is composed of )Tj +/T1_3 1 Tf +5.712 0 0 5.712 29.1418 148.6102 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 148.6102 Tm +(A read and execute command loop )Tj +/T1_3 1 Tf +5.712 0 0 5.712 29.1418 134.9014 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 134.9014 Tm +(A natural language input parser )Tj +/T1_3 1 Tf +5.712 0 0 5.712 29.1418 121.1926 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 121.1926 Tm +(Dynamic facts/data describing the current environment )Tj +/T1_3 1 Tf +5.712 0 0 5.712 29.1418 107.4838 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 107.4838 Tm +(Commands that manipulate the environment )Tj +/T1_3 1 Tf +5.712 0 0 5.712 29.1418 93.775 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 93.775 Tm +(Puzzles that must be solved )Tj +-2.857 -2.557 Td +(You control the game by using simple English commands \(at the angle bra\ cket \(>\) prompt\) expressing the action you wish to )Tj +0 -1.2 TD +(take. You can go to other rooms, look at your surroundings, look in thin\ gs, take things, drop things, eat things, inventory the )Tj +T* +(things you have, and turn things on and off. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(1 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 333 0 obj<> endobj 334 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.16 438.368 m +603.84 438.368 l +603.024 437.552 l +8.976 437.552 l +h +f +8.16 438.368 m +8.16 32.688 l +8.976 32.688 l +8.976 437.552 l +h +f +0.313 0.313 0.313 rg +603.84 438.368 m +603.84 32.688 l +603.024 32.688 l +603.024 437.552 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +10.608 435.92 m +601.392 435.92 l +600.576 435.104 l +11.424 435.104 l +h +f +10.608 435.92 m +10.608 32.688 l +11.424 32.688 l +11.424 435.104 l +h +f +0.949 0.945 0.935 rg +601.392 435.92 m +601.392 32.688 l +600.576 32.688 l +600.576 435.104 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +11.424 0 0 11.424 8.16 742.7158 Tm +(Figure 1.1 shows a run of a completed version of Nani Search. As you dev\ elop your own version you can of course change the )Tj +0 -1.2 TD +(game to reflect your own ideas of adventure. )Tj +0 -2.557 TD +(The game will be implemented from the bottom up, because that fits bette\ r with the order in which the topics will be introduced.)Tj +( )Tj +0 -1.2 TD +(Prolog is equally adept at supporting top-down or inside-out program dev\ elopment. )Tj +0 -2.557 TD +(A Prolog logicbase exists in the listener's workspace as a collection of\ small modular units, called )Tj +/T1_1 1 Tf +(predicates)Tj +/T1_0 1 Tf +(. They are similar to )Tj +0 -1.2 TD +(subroutines in conventional languages, but on a smaller scale. )Tj +0 -2.557 TD +(The predicates can be added and tested separately in a Prolog program, w\ hich makes it possible to incrementally develop the )Tj +0 -1.2 TD +(applications described in the book. Each chapter will call for the addit\ ion of more and more predicates to the game. Similarly, )Tj +(the )Tj +T* +(exercises will ask you to add predicates to each of the other applicatio\ ns. )Tj +0 -2.557 TD +(We will start with the Nani Search logicbase and quickly move into the c\ ommands that examine that logicbase. Then we will )Tj +0 -1.2 TD +(implement the commands that manipulate the logicbase. )Tj +0 -2.557 TD +(Along the way there will be diversions where the same commands are rewri\ tten using a different approach for comparison. )Tj +0 -1.2 TD +(Occasionally a topic will be covered that is critical to Prolog but has \ little application in Nani Search. )Tj +0 -2.557 TD +(One of the final tasks will be putting together the top-level command pr\ ocessor. We will finish with the natural language )Tj +0 -1.2 TD +(interface. )Tj +0 0 0.502 rg +/T1_2 1 Tf +0.5 -3.062 Td +(You are in the kitchen.)Tj +T* +(You can see: apple, table, broccoli)Tj +T* +(You can go to: cellar, office, dining room)Tj +0 -2.4 TD +(> go to the cellar)Tj +0 -2.4 TD +(You can't go to the cellar because it's dark in the cellar, and you're a\ fraid of the )Tj +0 -1.2 TD +(dark.)Tj +0 -2.4 TD +(> turn on the light)Tj +T* +(You can't reach the switch and there's nothing to stand on.)Tj +T* +(> go to the office)Tj +T* +(You are in the office.)Tj +0 -1.2 TD +(You can see the following things: desk)Tj +T* +(You can go to the following rooms: hall, kitchen)Tj +0 -2.4 TD +(> open desk)Tj +T* +(The desk contains:)Tj +0 -1.2 TD +( flashlight)Tj +T* +( crackers)Tj +0 -2.4 TD +(> take the flashlight)Tj +T* +(You now have the flashlight)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(2 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 335 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.16 767.472 m +8.16 636.586 l +8.976 637.402 l +8.976 767.472 l +h +f +0.313 0.313 0.313 rg +603.84 767.472 m +603.84 636.586 l +603.024 637.402 l +603.024 767.472 l +h +f +8.16 636.586 m +603.84 636.586 l +603.024 637.402 l +8.976 637.402 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +10.608 767.472 m +10.608 639.034 l +11.424 639.85 l +11.424 767.472 l +h +f +0.949 0.945 0.935 rg +601.392 767.472 m +601.392 639.034 l +600.576 639.85 l +600.576 767.472 l +h +f +10.608 639.034 m +601.392 639.034 l +600.576 639.85 l +11.424 639.85 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +11.424 0 0 11.424 13.872 757.6051 Tm +(> kitchen)Tj +0 -2.4 TD +(You are in the kitchen)Tj +T* +(> turn on the light)Tj +T* +(flashlight turned on.)Tj +0 -1.2 TD +(...)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 1.1. A sample run of Nani Search )Tj +0 -2.557 TD +(The goal of this book is to make you feel comfortable with )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 552.8441 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 552.8441 Tm +(The Prolog logicbase of facts and rules )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 539.1353 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 539.1353 Tm +(The built-in theorem prover that allows Prolog to answer questions about\ the logicbase \(backtracking search\) )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 525.4265 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 525.4265 Tm +(How logical variables are used \(They are different from the variables i\ n most languages.\) )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 511.7177 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 511.7177 Tm +(Unification, the built in pattern matcher )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 498.0089 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 498.0089 Tm +(Extra-logical features \(like read and write that make the language prac\ tical\) )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 484.3 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 484.3 Tm +(How to control Prolog's execution behavior )Tj +0 0 1 rg +/T1_3 1 Tf +13.1815 0 0 13.1815 8.16 453.3493 Tm +(Jumping In )Tj +0 0 0 rg +/T1_0 1 Tf +11.424 0 0 11.424 8.16 423.7654 Tm +(As with any language, the best way to learn Prolog is to use it. This bo\ ok is designed to be used with a Prolog listener, and wi)Tj +(ll )Tj +0 -1.2 TD +(guide you through the building of four applications. )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 380.8438 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 380.8438 Tm +(Adventure game )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 367.135 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 367.135 Tm +(Intelligent genealogical logicbase )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 353.4262 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 353.4262 Tm +(Expert system )Tj +/T1_2 1 Tf +5.712 0 0 5.712 29.1418 339.7174 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +11.424 0 0 11.424 40.8 339.7174 Tm +(Customer order entry business application )Tj +-2.857 -2.557 Td +(The adventure game will be covered in detail in the main body of the tex\ t, and the others you will build yourself based on the )Tj +T* +(exercises at the end of each chapter. )Tj +0 -2.557 TD +(There will be two types of example code throughout the book. One is code\ , meant to be entered in a source file, and the other is)Tj +( )Tj +0 -1.2 TD +(interactions with the listener. The listener interactions are distinguis\ hed by the presence of the question mark and dash \(?-\) )Tj +T* +(listener prompt. )Tj +0 -2.557 TD +(Here is a two-line program, meant to help you learn the mechanics of the\ editor and your listener. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(mortal\(X\) :- person\(X\).)Tj +0 -1.2 TD +(person\(socrates\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In the Amzi! Eclipse IDE, first create a project for your source files. \ Select File | New | Project on the main menu, then click)Tj +( on )Tj +T* +('Prolog' and 'Project', and enter the name of your project, 'adventure'.\ Next, create a new source file. Select File | New | Fil)Tj +(e, and )Tj +T* +(enter the name of your file, 'mortal.pro'. Enter the pro-gram in the edi\ t window, paying careful attention to upper and lowercas)Tj +(e )Tj +T* +(letters and punctuation. Then select File | Save from the menu.)Tj +0 -2.557 TD +(Next, start the Prolog listener by selecting Run | Run As | Interpreted \ Project. Loading the source code in the Listener is call)Tj +(ed )Tj +0 -1.2 TD +(consulting. You should see a message indicating that your source file, '\ mortal.pro', was consulted. This message is followed by )Tj +T* +(the typical listener prompt.)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(3 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 336 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +11.424 0 0 11.424 40.8 746.5776 Tm +(?-)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Entering the source code in the Listener is called )Tj +/T1_2 1 Tf +(consulting)Tj +/T1_0 1 Tf +(. Select Listener/Consult from the main menu, and select 'mortal.pro' )Tj +0 -1.2 TD +(from the file menu. You can also consult a Prolog source file directly f\ rom the listener prompt like this. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- consult\(mortal\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(See the documentation and/or online help for details on the Amzi! listen\ er and Eclipse IDE. )Tj +0 -2.557 TD +(In all the listener examples in this book, you enter the text after the \ prompt \(?\255\), the rest is provided by Prolog. When workin)Tj +(g )Tj +0 -1.2 TD +(with Prolog, it is important to remember to include the final period and\ to press the 'return' key. If you forget the period \(an)Tj +(d you )Tj +T* +(probably will\), you can enter it on the next line with a 'return.' )Tj +0 -2.557 TD +(Once you've loaded the program, try the following Prolog queries. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- mortal\(socrates\).)Tj +0 -1.2 TD +(yes)Tj +T* +(?- mortal\(X\).)Tj +T* +(X = socrates.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now let's change the program. First type 'quit.' to end the listener. Go\ back to the edit window and add the line)Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(person\(plato\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(after the person\(socrates\) line. )Tj +0 -2.557 TD +(Select Run | Run As | Interpreted Project to start the listener again wi\ th your updated source file. And test it.)Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- mortal\(plato\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(One more test. Enter this query in the listener. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- write\('Hello World'\).)Tj +T* +(Hello World)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(You are now ready to learn Prolog. )Tj +0 0 1 rg +/T1_3 1 Tf +13.1815 0 0 13.1815 8.16 169.6147 Tm +(Logic Programming )Tj +0 0 0 rg +/T1_0 1 Tf +11.424 0 0 11.424 8.16 140.0308 Tm +(Let's look at the simple example in more detail. In classical logic we m\ ight say "All people are mortal," or, rephrased for Prol)Tj +(og, )Tj +T* +("For all X, X is mortal if X is a person." )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(mortal\(X\) :- person\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Similarly, we can assert the simple fact that Socrates is a person. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(person\(socrates\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(4 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 337 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +11.424 0 0 11.424 8.16 744.2548 Tm +(From these two logical assertions, Prolog can now prove whether or not S\ ocrates is mortal. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- mortal\(socrates\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The listener responds )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We could also ask "Who is mortal?" like this )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- mortal\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(and receive the response )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X = socrates)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This declarative style of programming is one of Prolog's major strengths\ . It leads to code that is easier to write and easier to)Tj +( )Tj +0 -1.2 TD +(maintain. For the most part, the programmer is freed from having to worr\ y about control structures and transfer of control )Tj +T* +(mechanisms. This is done automatically by Prolog. )Tj +0 -2.557 TD +(By itself, however, a logical theorem prover is not a practical programm\ ing tool. A programmer needs to do things that have )Tj +0 -1.2 TD +(nothing to do with logic, such as read and write terms. A programmer als\ o needs to manipulate the built-in control structure of )Tj +0 -1.2 TD +(Prolog in order for the program to execute as desired. )Tj +0 -2.557 TD +(The following example illustrates a Prolog program that prints a report \ of all the known mortals. It is a mixture of pure logic )Tj +0 -1.2 TD +(from before, extra-logical I/O, and forced control of the Prolog executi\ on behavior. The example is illustrative only, and the )Tj +T* +(concepts involved will be explained in later chapters. )Tj +0 -2.557 TD +(First add some more philosophers to the 'mortal' source in order to make\ the report more interesting. Place them after 'person)Tj +0 -1.2 TD +(\(plato\).' )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(person\(zeno\).)Tj +T* +(person\(aristotle\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next add the report-writing code, again being careful with punctuation a\ nd upper- and lowercase. Note that the format of this )Tj +T* +(program is the same as that used for the logical assertions. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(mortal_report:- )Tj +T* +( write\('Known mortals are:'\),nl,)Tj +T* +( mortal\(X\),)Tj +T* +( write\(X\),nl,)Tj +T* +( fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Figure 1.2 contains the full program, with some optional comments, indic\ ated by the percent sign \(%\) at the beginning of a line.)Tj +( )Tj +T* +(Load the program in the listener and try it. Note that the syntax of cal\ ling the report code is the same as the syntax used for )Tj +T* +(posing the purely logical queries. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- mortal_report.)Tj +T* +(Known mortals are:)Tj +T* +(socrates)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(5 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 338 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.16 681.629 m +350.227 681.629 l +349.411 680.813 l +8.976 680.813 l +h +f +8.16 681.629 m +8.16 462.778 l +8.976 463.594 l +8.976 680.813 l +h +f +0.313 0.313 0.313 rg +350.227 681.629 m +350.227 462.778 l +349.411 463.594 l +349.411 680.813 l +h +f +8.16 462.778 m +350.227 462.778 l +349.411 463.594 l +8.976 463.594 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +10.608 679.181 m +347.779 679.181 l +346.963 678.365 l +11.424 678.365 l +h +f +10.608 679.181 m +10.608 465.226 l +11.424 466.042 l +11.424 678.365 l +h +f +0.949 0.945 0.935 rg +347.779 679.181 m +347.779 465.226 l +346.963 466.042 l +346.963 678.365 l +h +f +10.608 465.226 m +347.779 465.226 l +346.963 466.042 l +11.424 466.042 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +11.424 0 0 11.424 40.8 757.6051 Tm +(plato)Tj +0 -1.2 TD +(aristotle)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The final 'no' is from Prolog, and will be explained later. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(% This is the syntax for comments.)Tj +T* +(% MORTAL - The first illustrative Prolog program)Tj +0 -2.4 TD +(mortal\(X\) :- person\(X\).)Tj +T* +(person\(socrates\).)Tj +0 -1.2 TD +(person\(plato\).)Tj +T* +(person\(aristotle\).)Tj +0 -2.4 TD +(mortal_report:-)Tj +0 -1.2 TD +( write\('Known mortals are:'\),nl,)Tj +T* +( mortal\(X\),)Tj +T* +( write\(X\),nl,)Tj +T* +( fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 1.2. Sample program )Tj +0 -2.557 TD +(You should now be able to create and edit source files for Prolog, and b\ e able to load and use them from a Prolog listener. )Tj +T* +(You have had your first glimpse of Prolog and should understand that it \ is fundamentally different from most languages, but can )Tj +0 -1.2 TD +(be used to accomplish the same goals and more. )Tj +0 0 1 rg +/T1_2 1 Tf +13.1815 0 0 13.1815 8.16 334.3765 Tm +(Jargon)Tj +0 0 0 rg +/T1_0 1 Tf +11.424 0 0 11.424 8.16 304.7926 Tm +(With any field of knowledge, the critical concepts of the field are embe\ dded in the definitions of its technical terms. Prolog i)Tj +(s no )Tj +T* +(exception. When you understand terms such as )Tj +/T1_3 1 Tf +(predicate)Tj +/T1_0 1 Tf +(, )Tj +/T1_3 1 Tf +(clause)Tj +/T1_0 1 Tf +(, )Tj +/T1_3 1 Tf +(backtracking)Tj +/T1_0 1 Tf +(, and )Tj +/T1_3 1 Tf +(unification)Tj +/T1_0 1 Tf +( you will have a good grasp of )Tj +T* +(Prolog. This section defines the terms used to describe Prolog programs,\ such as predicate and clause. Execution-related terms, )Tj +T* +(such as backtracking and unification will be introduced as needed throug\ hout the rest of the text. )Tj +0 -2.557 TD +(Prolog jargon is a mixture of programming terms, database terms, and log\ ic terms. You have probably heard most of the terms )Tj +0 -1.2 TD +(before, but in Prolog they don't necessarily mean what you think they me\ an. )Tj +0 -2.557 TD +(In Prolog the normally clear distinction between data and procedure beco\ mes blurred. This is evident in the vocabulary of )Tj +0 -1.2 TD +(Prolog. Almost every concept in Prolog can be referred to by synonymous \ terms. One of the terms has a procedural flavor, and )Tj +T* +(the other a data flavor. )Tj +0 -2.557 TD +(We can illustrate this at the highest level. A Prolog )Tj +/T1_3 1 Tf +(program)Tj +/T1_0 1 Tf +( is a Prolog )Tj +/T1_3 1 Tf +(logicbase)Tj +/T1_0 1 Tf +(. As we introduce the vocabulary of Prolog, )Tj +0 -1.2 TD +(synonyms \(from Prolog or other computer science areas\) for a term will\ follow in parentheses. For example, at the highest level )Tj +T* +(we have a Prolog program \(logicbase\). )Tj +0 -2.557 TD +(The Prolog program is composed of )Tj +/T1_3 1 Tf +(predicates)Tj +/T1_0 1 Tf +( \(procedures, record types, relations\). Each is defined by its name an\ d a number )Tj +0 -1.2 TD +(called )Tj +/T1_3 1 Tf +(arity)Tj +/T1_0 1 Tf +(. The arity is the fixed number of )Tj +/T1_3 1 Tf +(arguments)Tj +/T1_0 1 Tf +( \(attributes, fields\) the predicate has. Two predicates with the same \ )Tj +T* +(name and different arity are considered to be different predicates. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(6 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 339 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.344 0 0 7.344 18 781.4267 Tm +(Getting Started)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +11.424 0 0 11.424 8.16 756.4246 Tm +(In our sample program we saw three examples of predicates. They are: per\ son/1, mortal_report/0, and mortal/1. Each of these )Tj +0 -1.2 TD +(three predicates has a distinctly different flavor. )Tj +0 -2.557 TD +(person/1)Tj +2.857 -1.2 Td +(looks like multiple data records with one data field for each. )Tj +-2.857 -1.2 Td +(mortal_report/0)Tj +2.857 -1.2 Td +(looks like a procedure with no arguments. )Tj +-2.857 -1.2 Td +(mortal/1 )Tj +2.857 -1.2 Td +(a logical assertion or rule that is somewhere in between data and proced\ ure. )Tj +-2.857 -2.557 Td +(Each predicate in a program is defined by the existence of one or more )Tj +/T1_1 1 Tf +(clauses)Tj +/T1_0 1 Tf +( in the logicbase. In the example program, the )Tj +0 -1.2 TD +(predicate person/1 has four clauses. The other predicates have only one \ clause. )Tj +0 -2.557 TD +(A clause can be either a )Tj +/T1_1 1 Tf +(fact)Tj +/T1_0 1 Tf +( or a )Tj +/T1_1 1 Tf +(rule)Tj +/T1_0 1 Tf +(. The three clauses of the person/1 predicate are all facts. The single \ clauses of )Tj +0 -1.2 TD +(mortal_report/0 and mortal/1 are both rules. )Tj +/T1_2 1 Tf +10.5452 0 0 10.5452 8.16 530.6578 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.344 0 0 7.344 18 8.4267 Tm +(http://www.amzi.com/AdventureInProlog/a1start.htm \(7 of 7\)11/3/2006 7:\ 05:02 PM)Tj +ET +EMC + +endstream endobj 340 0 obj(Getting Started) endobj 341 0 obj<> endobj 342 0 obj(http://www.amzi.com/AdventureInProlog/a1start.htm) endobj 343 0 obj(o߃Ht^DN2=) endobj 344 0 obj<> endobj 345 0 obj<> endobj 346 0 obj(B W]Jp) endobj 347 0 obj 2 endobj 348 0 obj<> endobj 349 0 obj<> endobj 350 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 351 0 obj<> endobj 352 0 obj[350 0 R/XYZ 0 766.0 null] endobj 353 0 obj<><><><><><><>]/P 10 0 R/S/Article/T()/Pg 350 0 R>> endobj 354 0 obj[353 0 R] endobj 355 0 obj<>/A<>/Border[0 0 0]>> endobj 356 0 obj[355 0 R] endobj 357 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 358 0 obj[353 0 R] endobj 359 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 360 0 obj[353 0 R] endobj 361 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 362 0 obj[361 0 R/XYZ 0 759.6 null] endobj 363 0 obj[353 0 R] endobj 364 0 obj[/Indexed/DeviceRGB 1 365 0 R] endobj 365 0 obj<>stream + +endstream endobj 366 0 obj<>stream +H엋 D[iiśB fwd)ϔVJ VD"V@ +X+ bD"V@ +X+ bDrym$(Єwڴۑ(_޽|U% !"@ӛJ%/V4Etj +j"V@ +X+ bD"V@*&]HDmFDXj"gզf>65Yi.ȘCDք!2'Qo +f!D6P)|C$be%u)ns4 0 iY E{f3X(3 % ZFEtOm DftMq] Ɉћ)0M3+(E5Sる ]"h]@slAsyո&w:~'->UuEE~{bt z/hn{zQ*V"WD>e]T|Q/*VcC/mVADeljVEm5FDQ 2"I`,DPdaa 1ttyA$?G"QNJ*u1XhBY""7 +8Q+h}@t +8DM^[}@m kG[3@C޷s}L;N'r˻[q'-^RyOK)C4QYA+"i~>H"pVGD݈CTGdGh4#HaGmkMx˽F="^#rfx"6H#ODfBMڥϪM|VmjjS3Ugզf>65nHHOr +endstream endobj 367 0 obj(http://www.amzi.com/AdventureInProlog/advfig1.gif) endobj 368 0 obj(co~> endobj 370 0 obj<> endobj 371 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 372 0 obj[353 0 R] endobj 373 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 374 0 obj<> endobj 375 0 obj[353 0 R] endobj 376 0 obj[373 0 R/XYZ 0 517.615 null] endobj 377 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 378 0 obj[353 0 R] endobj 379 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 380 0 obj[353 0 R] endobj 381 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(2)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Facts)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(This chapter describes the basic Prolog facts. They are the simplest for\ m of Prolog predicates, and are )Tj +0 -1.2 TD +(similar to records in a relational database. As we will see in the next \ chapter they can be queried like )Tj +T* +(database records. )Tj +0 -2.557 TD +(The syntax for a fact is )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(pred\(arg1, arg2, ... argN\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(where )Tj +T* +(pred )Tj +2.857 -1.2 Td +(The name of the predicate )Tj +-2.857 -1.2 Td +(arg1, ...)Tj +2.857 -1.2 Td +(The arguments )Tj +-2.857 -1.2 Td +(N )Tj +2.857 -1.2 Td +(The arity )Tj +-2.857 -1.2 Td +(. )Tj +2.857 -1.2 Td +(The syntactic end of all Prolog clauses )Tj +-2.857 -2.557 Td +(A predicate of arity 0 is simply )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(pred.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The arguments can be any legal Prolog )Tj +/T1_3 1 Tf +(term)Tj +/T1_0 1 Tf +(. The basic Prolog terms are )Tj +T* +(integer )Tj +2.857 -1.2 Td +(A positive or negative number whose absolute value is less than some imp\ lementation-specific )Tj +0 -1.2 TD +(power of 2 )Tj +-2.857 -1.2 Td +(atom )Tj +2.857 -1.2 Td +(A text constant beginning with a lowercase letter )Tj +-2.857 -1.2 Td +(variable )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(1 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 382 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 50 753.9756 Tm +(Begins with an uppercase letter or underscore \(_\) )Tj +-2.857 -1.2 Td +(structure )Tj +2.857 -1.2 Td +(Complex terms, which will be covered in chapter 9 )Tj +-2.857 -2.557 Td +(Various Prolog implementations enhance this basic list with other data t\ ypes, such as floating point )Tj +0 -1.2 TD +(numbers, or strings. )Tj +0 -2.557 TD +(The Prolog character set is made up of )Tj +/T1_1 1 Tf +7 0 0 7 35.713 596.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 596.1756 Tm +(Uppercase letters, A-Z )Tj +/T1_1 1 Tf +7 0 0 7 35.713 579.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 579.3755 Tm +(Lowercase letters, a-z )Tj +/T1_1 1 Tf +7 0 0 7 35.713 562.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 562.5756 Tm +(Digits, 0-9 )Tj +/T1_1 1 Tf +7 0 0 7 35.713 545.7756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 545.7756 Tm +(Symbols, + - * / \\ ^ , . ~ : . ? @ # $ & )Tj +-2.857 -2.557 Td +(Integers are made from digits. Other numerical types are allowed in some\ Prolog implementations. )Tj +T* +(Atoms are usually made from letters and digits with the first character \ being a lowercase letter, such as )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(hello)Tj +0 -1.2 TD +(twoWordsTogether)Tj +T* +(x14)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(For readability, the underscore \(_\), but not the hyphen \(-\), can be \ used as a separator in longer names. So )Tj +T* +(the following are legal. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(a_long_atom_name)Tj +T* +(z_23)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The following are not legal atoms. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(no-embedded-hyphens)Tj +T* +(123nodigitsatbeginning)Tj +T* +(_nounderscorefirst)Tj +T* +(Nocapsfirst)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Use single quotes to make any character combination a legal atom as foll\ ows. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +('this-hyphen-is-ok')Tj +T* +('UpperCase')Tj +T* +('embedded blanks')Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(2 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 383 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(Do not use double quotes \(""\) to build atoms. This is a special syntax\ that causes the character string to )Tj +0 -1.2 TD +(be treated as a list of ASCII character codes. )Tj +0 -2.557 TD +(Atoms can also be legally made from symbols, as follows. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(-->)Tj +0 -1.2 TD +(++)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Variables are similar to atoms, but are distinguished by beginning with \ either an uppercase letter or the )Tj +T* +(underscore \(_\). )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X)Tj +0 -1.2 TD +(Input_List)Tj +0 -1.2 TD +(_4th_argument)Tj +T* +(Z56)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Using these building blocks, we can start to code facts. The predicate n\ ame follows the rules for atoms. )Tj +T* +(The arguments can be any Prolog terms. )Tj +0 -2.557 TD +(Facts are often used to store the data a program is using. For example, \ a business application might have )Tj +0 -1.2 TD +(customer/3. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(customer\('John Jones', boston, good_credit\).)Tj +T* +(customer\('Sally Smith', chicago, good_credit\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The single quotes are needed around the names because they begin with up\ percase letters and because )Tj +T* +(they have embedded blanks. )Tj +0 -2.557 TD +(Another example is a windowing system that uses facts to store data abou\ t the various windows. In this )Tj +0 -1.2 TD +(example the arguments give the window name and coordinates of the upper \ left and lower right corners. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(window\(main, 2, 2, 20, 72\).)Tj +T* +(window\(errors, 15, 40, 20, 78\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(A medical diagnostic expert system might have disease/2. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(disease\(plague, infectious\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(A Prolog listener provides the means for dynamically recording facts and\ rules in the logicbase, as well )Tj +T* +(as the means to )Tj +/T1_2 1 Tf +(query)Tj +/T1_0 1 Tf +( \(call\) them. The logicbase is updated by 'consult'ing or 'reconsult'i\ ng program )Tj +T* +(source. Predicates can also be typed directly into the listener, but the\ y are not saved between sessions. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(3 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 384 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 1 rg +BT +/T1_1 1 Tf +16.1538 0 0 16.1538 10 745.4457 Tm +(Nani Search )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 709.1909 Tm +(We will now begin to develop Nani Search by defining the basic facts tha\ t are meaningful for the game. )Tj +0 -1.2 TD +(These include )Tj +/T1_2 1 Tf +7 0 0 7 35.713 656.5909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 656.5909 Tm +(The rooms and their connections )Tj +/T1_2 1 Tf +7 0 0 7 35.713 639.7909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 639.7909 Tm +(The things and their locations )Tj +/T1_2 1 Tf +7 0 0 7 35.713 622.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 622.9909 Tm +(The properties of various things )Tj +/T1_2 1 Tf +7 0 0 7 35.713 606.1909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 606.1909 Tm +(Where the player is at the beginning of the game )Tj +ET +q +291 0 0 166 10 416.41539 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 385.3909 Tm +(Figure 2.1. The rooms of Nani Search )Tj +0 -2.557 TD +(Open a new source file and save it as 'myadven.pro', or whatever name yo\ u feel is appropriate. You will )Tj +0 -1.2 TD +(make your changes to the program in that source file. \(A completed vers\ ion of nanisrch.pro is in the )Tj +T* +(Prolog samples directory, samples/prolog/misc_one_file.\) )Tj +0 -2.557 TD +(First we define the rooms with the predicate room/1, which has five clau\ ses, all of which are facts. They )Tj +0 -1.2 TD +(are based on the game map in figure 2.1. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(room\(kitchen\).)Tj +T* +(room\(office\).)Tj +T* +(room\(hall\).)Tj +T* +(room\('dining room'\).)Tj +T* +(room\(cellar\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We define the locations of things with a two-argument predicate location\ /2. The first argument will )Tj +T* +(mean the thing and the second will mean its location. To begin with, we \ will add the following things. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(location\(desk, office\).)Tj +T* +(location\(apple, kitchen\).)Tj +T* +(location\(flashlight, desk\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(4 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 385 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 751.5235 Tm +(location\('washing machine', cellar\).)Tj +0 -1.2 TD +(location\(nani, 'washing machine'\).)Tj +T* +(location\(broccoli, kitchen\).)Tj +T* +(location\(crackers, kitchen\).)Tj +T* +(location\(computer, office\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The symbols we have chosen, such as kitchen and desk have meaning to us,\ but none to Prolog. The )Tj +T* +(relationship between the arguments should also accurately reflect our me\ aning. )Tj +0 -2.557 TD +(For example, the meaning we attach to location/2 is "The first argument \ is located in the second )Tj +0 -1.2 TD +(argument." Fortunately Prolog considers location\(sink, kitchen\) and lo\ cation\(kitchen, sink\) to be )Tj +T* +(different. Therefore, as long as we are consistent in our use of argumen\ ts, we can accurately represent )Tj +T* +(our meaning and avoid the potentially ambiguous interpretation of the ki\ tchen being in the sink. )Tj +0 -2.557 TD +(We are not as lucky when we try to represent the connections between roo\ ms. Let's start, however, with )Tj +0 -1.2 TD +(door/2, which will contain facts such as )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(door\(office, hall\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We would like this to mean "There is a connection from the office to the\ hall, or from the hall to the )Tj +T* +(office." )Tj +0 -2.557 TD +(Unfortunately, Prolog considers door\(office, hall\) to be different fro\ m door\(hall, office\). If we want to )Tj +0 -1.2 TD +(accurately represent a two-way connection, we would have to define door/\ 2 twice for each connection. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(door\(office, hall\).)Tj +T* +(door\(hall, office\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The strictness about order serves our purpose well for location, but it \ creates this problem for )Tj +T* +(connections between rooms. If the office is connected to the hall, then \ we would like the reverse to be )Tj +T* +(true as well. )Tj +0 -2.557 TD +(For now, we will just add one-way doors to the program; we will address \ the symmetry problem again in )Tj +0 -1.2 TD +(the next chapter and resolve it in chapter 5. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(door\(office, hall\).)Tj +T* +(door\(kitchen, office\).)Tj +T* +(door\(hall, 'dining room'\).)Tj +T* +(door\(kitchen, cellar\).)Tj +T* +(door\('dining room', kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here are some other facts about properties of things the game player mig\ ht try to eat. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(5 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 386 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 732.7235 Tm +(edible\(apple\).)Tj +0 -1.2 TD +(edible\(crackers\).)Tj +0 -2.4 TD +(tastes_yucky\(broccoli\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Finally we define the initial status of the flashlight, and the player's\ location at the beginning of the )Tj +0 -1.2 TD +(game. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(turned_off\(flashlight\).)Tj +T* +(here\(kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We have now seen how to use basic facts to represent data in a Prolog pr\ ogram. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 503.4611 Tm +(Exercises )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 467.2063 Tm +(During the course of completing the exercises you will develop three Pro\ log applications in addition to )Tj +T* +(Nani Search. The exercises from each chapter will build on the work of p\ revious chapters. Suggested )Tj +T* +(solutions to the exercises are contained in the Prolog source files list\ ed in the appendix, and are also )Tj +T* +(included in samples/prolog/misc_one_file. The files are )Tj +0 -2.557 TD +(gene)Tj +2.857 -1.2 Td +(A genealogical intelligent logicbase )Tj +-2.857 -1.2 Td +(custord)Tj +2.857 -1.2 Td +(A customer order entry application )Tj +-2.857 -1.2 Td +(birds )Tj +2.857 -1.2 Td +(An expert system that identifies birds )Tj +-2.857 -2.557 Td +(Not all applications will be covered in each chapter. For example, the e\ xpert system requires an )Tj +0 -1.2 TD +(understanding of rules and will not be started until the end of chapter \ 5. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- First create a source file for the genealogical logicbase application\ . Start by adding a few members of )Tj +0 -1.2 TD +(your family tree. It is important to be accurate, since we will be explo\ ring family relationships. Your )Tj +T* +(own knowledge of who your relatives are will verify the correctness of y\ our Prolog programs. )Tj +0 -2.557 TD +(Start by recording the gender of the individuals. Use two separate predi\ cates, male/1 and female/1. For )Tj +0 -1.2 TD +(example)Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(male\(dennis\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(6 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 387 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(male\(michael\).)Tj +0 -2.4 TD +(female\(diana\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Remember, if you want to include uppercase characters or embedded blanks\ you must enclose the name )Tj +0 -1.2 TD +(in single \(not double\) quotes. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(male\('Ghenghis Khan'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(2- Enter a two-argument predicate that records the parent-child relation\ ship. One argument represents )Tj +T* +(the parent, and the other the child. It doesn't matter in which order yo\ u enter the arguments, as long as )Tj +T* +(you are consistent. Often Prolog programmers adopt the convention that p\ arent\(A,B\) is interpreted "A is )Tj +T* +(the parent of B". For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(parent\(dennis, michael\).)Tj +T* +(parent\(dennis, diana\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.57 Td +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(3- Create a source file for the customer order entry program. We will be\ gin it with three record types )Tj +0 -1.2 TD +(\(predicates\). The first is customer/3 where the three arguments are )Tj +0 -2.557 TD +(arg1 )Tj +2.857 -1.2 Td +(Customer name )Tj +-2.857 -1.2 Td +(arg2 )Tj +2.857 -1.2 Td +(City )Tj +-2.857 -1.2 Td +(arg3 )Tj +2.857 -1.2 Td +(Credit rating \(aaa, bbb, etc\) )Tj +-2.857 -2.557 Td +(Add as many customers as you see fit. )Tj +0 -2.557 TD +(4- Next add clauses that define the items that are for sale. It should a\ lso have three arguments )Tj +T* +(arg1 )Tj +2.857 -1.2 Td +(Item identification number )Tj +-2.857 -1.2 Td +(arg2 )Tj +2.857 -1.2 Td +(Item name )Tj +-2.857 -1.2 Td +(arg3 )Tj +2.857 -1.2 Td +(The reorder point for inventory \(when at or below this level, reorder\)\ )Tj +-2.857 -2.557 Td +(5- Next add an inventory record for each item. It has two arguments. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(7 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 388 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Facts)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 751.9756 Tm +(arg1 )Tj +2.857 -1.2 Td +(Item identification number \(same as in the item record\) )Tj +-2.857 -1.2 Td +(arg2 )Tj +2.857 -1.2 Td +(Amount in stock )Tj +/T1_1 1 Tf +12.9231 0 0 12.9231 10 666.7005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a2facts.htm \(8 of 8\)11/3/2006 7:\ 05:05 PM)Tj +ET +EMC + +endstream endobj 389 0 obj(Facts) endobj 390 0 obj<> endobj 391 0 obj(http://www.amzi.com/AdventureInProlog/a2facts.htm) endobj 392 0 obj(D6!e۽) endobj 393 0 obj<> endobj 394 0 obj<> endobj 395 0 obj(aO5fk9) endobj 396 0 obj 2 endobj 397 0 obj 1 endobj 398 0 obj<> endobj 399 0 obj<> endobj 400 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 401 0 obj[400 0 R/XYZ 0 766.0 null] endobj 402 0 obj<><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 400 0 R>> endobj 403 0 obj[402 0 R] endobj 404 0 obj<>/A<>/Border[0 0 0]>> endobj 405 0 obj[404 0 R] endobj 406 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 407 0 obj[402 0 R] endobj 408 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 409 0 obj<> endobj 410 0 obj[402 0 R] endobj 411 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 412 0 obj[402 0 R] endobj 413 0 obj[411 0 R/XYZ 0 172.4 null] endobj 414 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 415 0 obj[402 0 R] endobj 416 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 417 0 obj[402 0 R] endobj 418 0 obj[/Indexed/DeviceRGB 1 419 0 R] endobj 419 0 obj<>stream + +endstream endobj 420 0 obj<>stream +H엍0mQk#f[Q! q tB(_} %ڗh_l@n+ņ0|+ RҖybzPam8[RŝMZ)ZRR(9xoJ<;}FNXg&~ߗh_} %K p1Ze}Ih֦:6PgfEKXnOv`p~*!9;NBK/о@*]#nB5qlqP.jtרf*8+,TVI)2 76p@rH5%M-ESJ`֛x\Bpu7bs}SK/о@K/о0GK +endstream endobj 421 0 obj(http://www.amzi.com/AdventureInProlog/advfig2.gif) endobj 422 0 obj(vKS) endobj 423 0 obj<> endobj 424 0 obj<> endobj 425 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 426 0 obj[402 0 R] endobj 427 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 428 0 obj<> endobj 429 0 obj[402 0 R] endobj 430 0 obj[427 0 R/XYZ 0 142.2 null] endobj 431 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 432 0 obj[402 0 R] endobj 433 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 434 0 obj[402 0 R] endobj 435 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(3)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Simple Queries)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Now that we have some facts in our Prolog program, we can consult the pr\ ogram in the listener and )Tj +0 -1.2 TD +(query, or call, the facts. This chapter, and the next, will assume the P\ rolog program contains only facts. )Tj +T* +(Queries against programs with rules will be covered in a later chapter. \ )Tj +0 -2.557 TD +(Prolog queries work by pattern matching. The query pattern is called a )Tj +/T1_2 1 Tf +(goal)Tj +/T1_0 1 Tf +(. If there is a fact that )Tj +0 -1.2 TD +(matches the goal, then the query succeeds and the listener responds with\ 'yes.' If there is no matching )Tj +T* +(fact, then the query fails and the listener responds with 'no.' )Tj +0 -2.557 TD +(Prolog's pattern matching is called )Tj +/T1_2 1 Tf +(unification)Tj +/T1_0 1 Tf +(. In the case where the logicbase contains only facts, )Tj +0 -1.2 TD +(unification succeeds if the following three conditions hold. )Tj +/T1_3 1 Tf +7 0 0 7 35.713 373.5909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 373.5909 Tm +(The predicate named in the goal and logicbase are the same. )Tj +/T1_3 1 Tf +7 0 0 7 35.713 356.7909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 356.7909 Tm +(Both predicates have the same arity. )Tj +/T1_3 1 Tf +7 0 0 7 35.713 339.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 339.9909 Tm +(All of the arguments are the same. )Tj +-2.857 -2.557 Td +(Before proceeding, review figure 3.1, which has a listing of the program\ so far. )Tj +0 -2.557 TD +(The first query we will look at asks if the office is a room in the game\ . To pose this, we would enter that )Tj +0 -1.2 TD +(goal followed by a period at the listener prompt. )Tj +0 0 0.502 rg +/T1_4 1 Tf +2.857 -2.562 Td +(?- room\(office\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Prolog will respond with a 'yes' if a match was found. If we wanted to k\ now if the attic was a room, we )Tj +T* +(would enter that goal. )Tj +0 0 0.502 rg +/T1_4 1 Tf +2.857 -2.562 Td +(?- room\(attic\).)Tj +T* +(no)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(1 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 436 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +328.4 766 l +327.4 765 l +11 765 l +h +f +10 766 m +10 279.4 l +11 280.4 l +11 765 l +h +f +0.313 0.313 0.313 rg +328.4 766 m +328.4 279.4 l +327.4 280.4 l +327.4 765 l +h +f +10 279.4 m +328.4 279.4 l +327.4 280.4 l +11 280.4 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 763 m +325.4 763 l +324.4 762 l +14 762 l +h +f +13 763 m +13 282.4 l +14 283.4 l +14 762 l +h +f +0.949 0.945 0.935 rg +325.4 763 m +325.4 282.4 l +324.4 283.4 l +324.4 762 l +h +f +13 282.4 m +325.4 282.4 l +324.4 283.4 l +14 283.4 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 746.9082 Tm +(room\(kitchen\).)Tj +0 -1.2 TD +(room\(office\).)Tj +T* +(room\(hall\).)Tj +T* +(room\('dining room'\).)Tj +T* +(room\(cellar\).)Tj +0 -2.4 TD +(door\(office, hall\).)Tj +0 -1.2 TD +(door\(kitchen, office\).)Tj +T* +(door\(hall, 'dining room'\).)Tj +T* +(door\(kitchen, cellar\).)Tj +T* +(door\('dining room', kitchen\).)Tj +0 -2.4 TD +(location\(desk, office\).)Tj +0 -1.2 TD +(location\(apple, kitchen\).)Tj +T* +(location\(flashlight, desk\).)Tj +T* +(location\('washing machine', cellar\).)Tj +T* +(location\(nani, 'washing machine'\).)Tj +T* +(location\(broccoli, kitchen\).)Tj +T* +(location\(crackers, kitchen\).)Tj +T* +(location\(computer, office\).)Tj +0 -2.4 TD +(edible\(apple\).)Tj +0 -1.2 TD +(edible\(crackers\).)Tj +0 -2.4 TD +(tastes_yucky\(broccoli\).)Tj +T* +(here\(kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 3.1. The listing of Nani Search entered at this point )Tj +0 -2.557 TD +(Prolog will respond with a 'no' if no match was found. Likewise, we can \ ask about the locations of )Tj +0 -1.2 TD +(things. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(apple, kitchen\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- location\(kitchen, apple\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Prolog responds to our location query patterns in a manner that makes se\ nse to us. That is, the kitchen is )Tj +T* +(not located in the apple. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(2 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 437 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 734.3755 Tm +(However, here is the problem with the one-way doors, which we still have\ n't fixed. It is mentioned again )Tj +0 -1.2 TD +(to stress the importance of the order of the arguments. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- door\(office, hall\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- door\(hall, office\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Goals can be generalized by the use of Prolog variables. They do not beh\ ave like the variables in other )Tj +T* +(languages, and are better called logical variables \(although Prolog doe\ s not precisely correspond to )Tj +T* +(logic\). The logical variables replace one or more of the arguments in t\ he goal. )Tj +0 -2.557 TD +(Logical variables add a new dimension to unification. As before, the pre\ dicate names and arity must be )Tj +0 -1.2 TD +(the same for unification to succeed. However, when the corresponding arg\ uments are compared, a )Tj +T* +(variable will successfully match any term. )Tj +0 -2.557 TD +(After successful unification, the logical variable takes on the value of\ the term it was matched with. This )Tj +0 -1.2 TD +(is called )Tj +/T1_2 1 Tf +(binding)Tj +/T1_0 1 Tf +( the variable. When a goal with a variable successfully unifies with a f\ act in the )Tj +T* +(logicbase, Prolog returns the value of the newly bound variable. )Tj +0 -2.557 TD +(Since there may be more than one value a variable can be bound to and st\ ill satisfy the goal, Prolog )Tj +0 -1.2 TD +(provides the means for you to ask for alternate values. After an answer \ you can enter a semicolon \(;\). It )Tj +T* +(causes Prolog to look for alternative bindings for the variables. Enteri\ ng anything else at the prompt )Tj +T* +(ends the query. )Tj +0 -2.557 TD +(For example, we can use a logical variable to find all of the rooms. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- room\(X\).)Tj +0 -1.2 TD +(X = kitchen ;)Tj +T* +(X = office ;)Tj +T* +(X = hall ;)Tj +T* +(X = 'dining room' ;)Tj +T* +(X = cellar ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The last 'no' means there are no more answers. )Tj +0 -2.557 TD +(Here's how to find all the things in the kitchen. \(Remember, variables \ begin with uppercase letters.\) )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(Thing, kitchen\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(3 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 438 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.5082 Tm +(Thing = apple ;)Tj +0 -1.2 TD +(Thing = broccoli ;)Tj +T* +(Thing = crackers ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can use two variables to see everything in every place. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(Thing, Place\).)Tj +T* +(Thing = desk)Tj +T* +(Place = office ;)Tj +0 -2.4 TD +(Thing = apple)Tj +0 -1.2 TD +(Place = kitchen ;)Tj +0 -2.4 TD +(Thing = flashlight)Tj +0 -1.2 TD +(Place = desk ;)Tj +0 -2.4 TD +(...)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Other applications might have the following queries. )Tj +0 -2.557 TD +(What customers live in Boston, and what is their credit rating? )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- customer\(X, boston, Y\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(What is the title of chapter 2? )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- chapter\(2,Title\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(What are the coordinates of window main? )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- window\(main,Row1,Col1,Row2,Col2\).)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 158.2457 Tm +(How Queries Work )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 121.9909 Tm +(When Prolog tries to satisfy a goal about a predicate, such as location/\ 2, it searches through the clauses )Tj +0 -1.2 TD +(defining location/2. When it finds a match for its variables, it marks t\ he particular clause that was used )Tj +T* +(to satisfy the goal. Then, if the user asks for more answers, it resumes\ its search of the clauses at that )Tj +T* +(place marker. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(4 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 439 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(Referring to the list of clauses in figure 3.1, let's look closer at thi\ s process with the query location\(X, )Tj +0 -1.2 TD +(kitchen\). First, unification is attempted between the query pattern and\ the first clause of location/2. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(Pattern Clause #1 )Tj +0 -2.557 TD +(location\(X, kitchen\) location\(desk, office\) )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This unification fails. The predicate names are the same, the number of \ arguments is the same, but the )Tj +0 -1.2 TD +(second argument in the pattern, kitchen, is different from the second ar\ gument in the clause, office. )Tj +0 -2.557 TD +(Next, unification is attempted between the pattern and the second clause\ of location/2. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(Pattern Clause #2 )Tj +T* +(location\(X, kitchen\) location\(apple, kitchen\) )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This unification succeeds. The predicate names, arity \(number of argume\ nts\), and second arguments are )Tj +0 -1.2 TD +(the same. The first arguments can be made the same if the variable X in \ the pattern takes the value )Tj +T* +('apple.' )Tj +0 -2.557 TD +(Now that unification succeeds, the Prolog listener reports its success, \ and the binding of the variable X. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(X, kitchen\).)Tj +0 -1.2 TD +(X = apple)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If the user presses a key other than the semicolon \(;\) at this point, \ the listener responds with 'yes' )Tj +T* +(indicating the query ended successfully. )Tj +0 -2.557 TD +(If the user presses the semicolon \(;\) key, the listener looks for othe\ r solutions. First it unbinds the )Tj +0 -1.2 TD +(variable X. Next it resumes the search using the clause following the on\ e that had just satisfied the )Tj +T* +(query. This is called )Tj +/T1_2 1 Tf +(backtracking)Tj +/T1_0 1 Tf +(. In the example that would be the third clause. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(Pattern Clause #3 )Tj +0 -2.557 TD +(location\(X, kitchen\) location\(flashlight, desk\) )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This fails, and the search continues. Eventually the sixth clause succee\ ds. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(Pattern Clause #6 )Tj +T* +(location\(X, kitchen\) location\(broccoli, kitchen\) )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(5 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 440 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 740.9756 Tm +(As a result, the variable X is now rebound to broccoli, and the listener\ responds )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X = broccoli ;)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Again, entering a semicolon \(;\) causes X to be unbound and the search \ to continue with the seventh )Tj +0 -1.2 TD +(clause, which also succeeds. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X = crackers ;)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(As before, entering anything except a semicolon \(;\) causes the listene\ r to respond 'yes,' indicating )Tj +T* +(success. A semicolon \(;\) causes the unbinding of X and the search to c\ ontinue. But now, there are no )Tj +T* +(more clauses that successfully unify with the pattern, so the listener r\ esponds with 'no' indicating the )Tj +T* +(final attempt has failed. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(no )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The best way to understand Prolog execution is to trace its execution in\ the debugger. But first it is )Tj +T* +(necessary to have a deeper understanding of goals. )Tj +0 -2.557 TD +(A Prolog goal has four )Tj +/T1_2 1 Tf +(ports)Tj +/T1_0 1 Tf +( representing the flow of control through the goal: call, exit, redo, an\ d fail. )Tj +0 -1.2 TD +(First the goal is called. If successful it is exited. If not it fails. I\ f the goal is retried, by entering a )Tj +T* +(semicolon \(;\) the redo port is entered. Figure 3.2 shows the goal and \ its ports.)Tj +ET +q +193 0 0 76 10 273 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 241.9756 Tm +(Figure 3.2. The ports of a Prolog goal )Tj +0 -2.557 TD +(The behaviors at each port are )Tj +0 -2.557 TD +(call )Tj +2.857 -1.2 Td +(Begins searching for clauses that unify with the goal )Tj +-2.857 -1.2 Td +(exit)Tj +2.857 -1.2 Td +(Indicates the goal is satisfied, sets a place marker at the clause and b\ inds the variables )Tj +0 -1.2 TD +(appropriately )Tj +-2.857 -1.2 Td +(redo )Tj +2.857 -1.2 Td +(Retries the goal, unbinds the variables and resumes search at the place \ marker )Tj +-2.857 -1.2 Td +(fail )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(6 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 441 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 660.8 m +328.4 660.8 l +327.4 659.8 l +11 659.8 l +h +f +10 660.8 m +10 426.2 l +11 427.2 l +11 659.8 l +h +f +0.313 0.313 0.313 rg +328.4 660.8 m +328.4 426.2 l +327.4 427.2 l +327.4 659.8 l +h +f +10 426.2 m +328.4 426.2 l +327.4 427.2 l +11 427.2 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 657.8 m +325.4 657.8 l +324.4 656.8 l +14 656.8 l +h +f +13 657.8 m +13 429.2 l +14 430.2 l +14 656.8 l +h +f +0.949 0.945 0.935 rg +325.4 657.8 m +325.4 429.2 l +324.4 430.2 l +324.4 656.8 l +h +f +13 429.2 m +325.4 429.2 l +324.4 430.2 l +14 430.2 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 50 753.9756 Tm +(Indicates no more clauses match the goal )Tj +-2.857 -2.557 Td +(Prolog debuggers use these ports to describe the state of a query. Figur\ e 3.3 shows a trace of the location)Tj +0 -1.2 TD +(\(X, kitchen\) query. Study it carefully because it is the key to your u\ nderstanding of Prolog. The number )Tj +T* +(in parentheses indicates the current clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(?- location\(X, kitchen\).)Tj +T* +(CALL: - location\(X, kitchen\))Tj +T* +(EXIT:\(2\) location\(apple, kitchen\))Tj +T* +( X = apple ;)Tj +T* +(REDO: location\(X, kitchen\))Tj +T* +(EXIT:\(6\) location\(broccoli, kitchen\))Tj +T* +( X = broccoli ;)Tj +T* +(REDO: location\(X, kitchen\))Tj +T* +(EXIT:\(7\) location\(crackers, kitchen\))Tj +T* +( X = crackers ;)Tj +T* +(FAIL - location\(X, kitchen\))Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 3.3. Prolog trace of location\(X, kitchen\) )Tj +0 -2.557 TD +(Because the trace information presented in this book is designed to teac\ h Prolog rather than debug it, the )Tj +0 -1.2 TD +(format is a little different from that used in the actual debugger. Run \ the Amzi! Source Code Debugger )Tj +T* +(on these queries to see how they work for real.)Tj +0 -2.557 TD +(To start the Amzi! Debugger, highlight your project name or edit a sourc\ e file in your project, then )Tj +0 -1.2 TD +(select Run | Debug As | Interpreted Project from the main menu.)Tj +0 -2.557 TD +(You will see a separate perspective with multiple views that contain tra\ ce information. Enter the query )Tj +0 -1.2 TD +('location\(X, kitchen\)' in the Debug Listener view. You will see the tr\ ace start in the debugger view. )Tj +0 -2.557 TD +(Use the 'Step Over' button in the debugger to creep from port to port. W\ hen output appears in the listener )Tj +0 -1.2 TD +(view, enter semicolons \(;\) to continue the search. See the help files \ for more details on the debugger.)Tj +0 -2.557 TD +(Unification between goals and facts is actually more general than has be\ en presented. Variables can also )Tj +0 -1.2 TD +(occur in the facts of the Prolog logicbase as well. )Tj +0 -2.557 TD +(For example, the following fact could be added to the Prolog program. It\ might mean everyone sleeps. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(sleeps\(X\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(7 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 442 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 737.9756 Tm +(You can add it directly in the listener, to experiment with, like this. \ )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- assert\(sleeps\(X\)\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Queries against a logicbase with this fact give the following results. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- sleeps\(jane\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- sleeps\(tom\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Notice that the listener does not return the variable bindings of 'X=jan\ e' and 'X=tom.' While they are )Tj +T* +(surely bound that way, the listener only lists variables mentioned in th\ e query, not those used in the )Tj +T* +(program. )Tj +0 -2.557 TD +(Prolog can also bind variables to variables. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- sleeps\(Z\).)Tj +0 -1.2 TD +(Z = H116)Tj +0 -2.4 TD +(?- sleeps\(X\).)Tj +0 -1.2 TD +(X = H247)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When two unbound variables match, they are both bound, but not to a valu\ e! They are bound together, )Tj +T* +(so that if either one takes a value, the other takes the same value. Thi\ s is usually implemented by binding )Tj +T* +(both variables to a common internal variable. In the first query above, \ both Z in the query and X in the )Tj +T* +(fact are bound to internal variable 'H116.' In this way Prolog remembers\ they have the same value. If )Tj +T* +(either one is bound to a value later on, both automatically bind to that\ value. This feature of Prolog )Tj +T* +(distinguishes it from other languages and, as we will discover later, gi\ ves Prolog much of its power. )Tj +0 -2.557 TD +(The two queries above are the same, even though one uses the same charac\ ter X that is used in the fact )Tj +0 -1.2 TD +(sleeps\(X\). The variable in the fact is considered different from the o\ ne in the query. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 128.0457 Tm +(Exercises )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 91.7909 Tm +(The exercise sections will often contain nonsense Prolog questions. Thes\ e are queries against a )Tj +T* +(meaningless logicbase to strengthen your understanding of Prolog without\ the benefit of meaningful )Tj +T* +(semantics. You are to predict the answers to the query and then try them\ in Prolog to see if you are )Tj +T* +(correct. If you are not, trace the queries to better understand them. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(8 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 443 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +14 0 0 14 10 735.3484 Tm +(Nonsense Prolog)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Consider the following Prolog logicbase )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(easy\(1\).)Tj +0 -1.2 TD +(easy\(2\).)Tj +T* +(easy\(3\).)Tj +0 -2.4 TD +(gizmo\(a,1\).)Tj +0 -1.2 TD +(gizmo\(b,3\).)Tj +T* +(gizmo\(a,2\).)Tj +T* +(gizmo\(d,5\).)Tj +T* +(gizmo\(c,3\).)Tj +T* +(gizmo\(a,3\).)Tj +T* +(gizmo\(c,4\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(and predict the answers to the queries below, including all alternatives\ when the semicolon \(;\) is entered )Tj +T* +(after an answer. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- easy\(2\).)Tj +T* +(?- easy\(X\).)Tj +0 -2.4 TD +(?- gizmo\(a,X\).)Tj +0 -1.2 TD +(?- gizmo\(X,3\).)Tj +T* +(?- gizmo\(d,Y\).)Tj +T* +(?- gizmo\(X,X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(2- Consider this logicbase, )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(harder\(a,1\).)Tj +T* +(harder\(c,X\).)Tj +T* +(harder\(b,4\).)Tj +T* +(harder\(d,2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(and predict the answers to these queries. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- harder\(a,X\).)Tj +T* +(?- harder\(c,X\).)Tj +T* +(?- harder\(X,1\).)Tj +T* +(?- harder\(X,4\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(9 of 10\)11/3/2006 \ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 444 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Simple Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +14 0 0 14 10 753.733 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(3- Enter the listener and reproduce some of the example queries you have\ seen against location/2. List or )Tj +0 -1.2 TD +(print location/2 for reference if you need it. Remember to respond with \ a semicolon \(;\) for multiple )Tj +0 -1.2 TD +(answers. Trace the query. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Pose queries against the genealogical logicbase that: )Tj +/T1_2 1 Tf +7 0 0 7 35.713 577.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 577.1756 Tm +(Confirm a parent relationship such as parent\(dennis, diana\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 560.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 560.3755 Tm +(Find someone's parent such as parent\(X, diana\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 543.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 543.5756 Tm +(Find someone's children such as parent\(dennis, X\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 526.7756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 526.7756 Tm +(List all parent-children such as parent\(X,Y\) )Tj +-2.857 -2.557 Td +(5- If parent/2 seems to be working, you can add additional family member\ s to get a larger logicbase. )Tj +0 -1.2 TD +(Remember to include the corresponding male/1 or female/1 predicate for e\ ach individual added. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(6- Pose queries against the customer order entry logicbase that )Tj +/T1_2 1 Tf +7 0 0 7 35.713 366.7756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 366.7756 Tm +(find customers in a given city )Tj +/T1_2 1 Tf +7 0 0 7 35.713 349.9756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 349.9756 Tm +(find customers with a given credit rating )Tj +/T1_2 1 Tf +7 0 0 7 35.713 333.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 333.1756 Tm +(confirm a given customer's credit rating )Tj +/T1_2 1 Tf +7 0 0 7 35.713 316.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 316.3755 Tm +(find the customers in a given city with a given credit rating )Tj +/T1_2 1 Tf +7 0 0 7 35.713 299.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 299.5756 Tm +(find the reorder quantity for a given item )Tj +/T1_2 1 Tf +7 0 0 7 35.713 282.7756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 282.7756 Tm +(find the item number for a given item name )Tj +/T1_2 1 Tf +7 0 0 7 35.713 265.9756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 265.9756 Tm +(find the inventory level for a given item number )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 231.1005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a3simple.htm \(10 of 10\)11/3/2006\ 7:05:10 PM)Tj +ET +EMC + +endstream endobj 445 0 obj(Simple Queries) endobj 446 0 obj<> endobj 447 0 obj(http://www.amzi.com/AdventureInProlog/a3simple.htm) endobj 448 0 obj(x5E_%yD) endobj 449 0 obj<> endobj 450 0 obj<> endobj 451 0 obj(m>_W{) endobj 452 0 obj 3 endobj 453 0 obj 1 endobj 454 0 obj<> endobj 455 0 obj<> endobj 456 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 457 0 obj[456 0 R/XYZ 0 767.154 null] endobj 458 0 obj<><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 456 0 R>> endobj 459 0 obj[458 0 R] endobj 460 0 obj<>/A<>/Border[0 0 0]>> endobj 461 0 obj[460 0 R] endobj 462 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 463 0 obj[458 0 R] endobj 464 0 obj[/Indexed/DeviceRGB 1 465 0 R] endobj 465 0 obj<>stream + +endstream endobj 466 0 obj<>stream +H뚃 D*EJNדp6 AUxk ƅUUUF|;HU7GhT9REsVÑT_rcc[O^yϡjfɋ<[F!fz96dS$ N/q v}r%v>=v|wi*i {>#@q1C@Ev_nC>ⓕl*o.?U`q߂ WHUgv9REsY_QZMAW U9REsH͑*#U4GhT9REsH͑*#U4GhT9REs|*@+óU5ǀ誥hTp%3QUTbv| LUU3=aWU s*_~9\2j٪n៭jhH +#U4GhT9REsH͑*3*߯Oq! +endstream endobj 467 0 obj(http://www.amzi.com/AdventureInProlog/advfig3.gif) endobj 468 0 obj(3gGK{t) endobj 469 0 obj<> endobj 470 0 obj<> endobj 471 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 472 0 obj<> endobj 473 0 obj[458 0 R] endobj 474 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 475 0 obj[458 0 R] endobj 476 0 obj[474 0 R/XYZ 0 65.8722 null] endobj 477 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 478 0 obj[458 0 R] endobj 479 0 obj[/Indexed/DeviceRGB 1 480 0 R] endobj 480 0 obj<>stream + +endstream endobj 481 0 obj<>stream +Hr Dӝd؇ 2{*0n7<6, p8/z,<ދ`2_ r8x=<@&r-10c>5J˳ 1 +"ڢ$&Xzu&X Zb6Z[rQHX2@^"w#h Dd%idm[(3K摲"^PÎ+@UgjN0j3.4A5{LǁպG葢 :ՏDml;+Ui҆ ;Kv~hBR-YDX K_#2p`BV>c Z=R|.{`QmJzF8GEӵz5"h*b=FO{` kYa ؓER=(39%ԙ= ˠ.@IqF_Li9qO0,,]4؈]*\<س +NϮ<2{P@H9`"b8M<6, ;ar 0 +endstream endobj 482 0 obj(http://www.amzi.com/AdventureInProlog/advfig4.gif) endobj 483 0 obj(̭wͭ*) endobj 484 0 obj<> endobj 485 0 obj<> endobj 486 0 obj[/Indexed/DeviceRGB 1 487 0 R] endobj 487 0 obj<>stream + +endstream endobj 488 0 obj<>stream +H  D_~ȴC!M+mk,X\ `s%J͕!.H7^myvypk +{8h^ޕ@+'.I#0@T'n +*=۫)]JsmkfUJ=$+6Wl\ `s%J͕+6Wl\ `s!AX:*.=6 k>O> endobj 492 0 obj<> endobj 493 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 494 0 obj[458 0 R] endobj 495 0 obj[/Indexed/DeviceRGB 1 496 0 R] endobj 496 0 obj<>stream + +endstream endobj 497 0 obj<>stream +H֍ + FѾHE퇰\0 NB]7}  0`VI?hPZgP~< ekY2 )[>21` 0` GiR7V6hhAKۇcΊ>4ڠX7digАijX0` v1 0 +endstream endobj 498 0 obj(http://www.amzi.com/AdventureInProlog/advfig6.gif) endobj 499 0 obj(p*l&T;) endobj 500 0 obj<> endobj 501 0 obj<> endobj 502 0 obj[/Indexed/DeviceRGB 1 503 0 R] endobj 503 0 obj<>stream + +endstream endobj 504 0 obj<>stream +H엉b D6 'iƀGEQI_ +Q%~jKvF^HTUI~%򳊫V JqѺ -LD8`mUQ㼶X=Sl6#'TKD4T#>:zPzV*mPLKB`]P5pTiT3Ә@1N]b,\V#|uywTAqpŨDCD *8Q! +ATpCDe\ڈJmZ%mq Q]Q>i YuBL;%קϴN]|Q .}+2i).SX0k*w*IGR̜P%sp5slקXj9i5${1[wDy1]ҟl_vW>*#f> endobj 508 0 obj<> endobj 509 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 510 0 obj[458 0 R] endobj 511 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 512 0 obj<> endobj 513 0 obj[458 0 R] endobj 514 0 obj[511 0 R/XYZ 0 712.909 null] endobj 515 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 516 0 obj[458 0 R] endobj 517 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +400.4698029 0 0 51.3422852 105.7651062 699.5536957 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +21.1951 0 0 21.1951 8.5571 665.091 Tm +(4)Tj +0 0 0 rg +11.9799 0 0 11.9799 19.1546 665.091 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +16.5875 0 0 16.5875 8.5571 627.0685 Tm +(Compound Queries)Tj +0 0 0 rg +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 595.15 Tm +(Simple goals can be combined to form compound queries. For example, we m\ ight want to know if there is anything good )Tj +0 -1.2 TD +(to eat in the kitchen. In Prolog we might ask )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- location\(X, kitchen\), edible\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Whereas a simple query had a single goal, the compound query has a conju\ nction of goals. The comma separating the )Tj +T* +(goals is read as "and." )Tj +0 -2.557 TD +(Logically \(declaratively\) the example means "Is there an X such that X\ is located in the kitchen and X is edible?" If the )Tj +0 -1.2 TD +(same variable name appears more than once in a query, it must have the s\ ame value in all places it appears. The query in )Tj +0 -1.2 TD +(the above example will only succeed if there is a single value of X that\ can satisfy both goals. )Tj +0 -2.557 TD +(However, the variable name has no significance to any other query, or cl\ ause in the logicbase. If X appears in other queries )Tj +0 -1.2 TD +(or clauses, that query or clause gets its own copy of the variable. We s\ ay the )Tj +/T1_3 1 Tf +(scope)Tj +/T1_0 1 Tf +( of a logical variable is a query. )Tj +0 -2.557 TD +(Trying the sample query we get )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- location\(X, kitchen\), edible\(X\).)Tj +0 -1.2 TD +(X = apple ;)Tj +0 -1.2 TD +(X = crackers ;)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The 'broccoli' does not show up as an answer because we did not include \ it in the edible/1 predicate. )Tj +0 -2.557 TD +(This logical query can also be interpreted procedurally, using an unders\ tanding of Prolog's execution strategy. The )Tj +0 -1.2 TD +(procedural interpretation is: "First find an X located in the kitchen, a\ nd then test to see if it is edible. If it is not, go ba)Tj +(ck )Tj +T* +(and find another X in the kitchen and test it. Repeat until successful, \ or until there are no more Xs in the kitchen." )Tj +0 -2.557 TD +(To understand the execution of a compound query, think of the goals as b\ eing arranged from left to right. Also think of a )Tj +0 -1.2 TD +(separate table which is kept for the current variable bindings. The flow\ of control moves back and forth through the goals )Tj +T* +(as Prolog attempts to find variable bindings that satisfy the query. )Tj +0 -2.557 TD +(Each goal can be entered from either the left or the right, and can be l\ eft from either the left or the right. These are the por)Tj +(ts )Tj +0 -1.2 TD +(of the goal as seen in the last chapter. )Tj +0 -2.557 TD +(A compound query begins by calling the first goal on the left. If it suc\ ceeds, the next goal is called with the variable )Tj +0 -1.2 TD +(bindings as set from the previous goal. If the query finishes via the ex\ it port of the rightmost goal, it succeeds, and the )Tj +T* +(listener prints the values in the variable table. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(1 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 518 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.557 523.362 m +603.443 523.362 l +602.587 522.506 l +9.413 522.506 l +h +f +8.557 523.362 m +8.557 33.403 l +9.413 33.403 l +9.413 522.506 l +h +f +0.313 0.313 0.313 rg +603.443 523.362 m +603.443 33.403 l +602.587 33.403 l +602.587 522.506 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.124 520.795 m +600.876 520.795 l +600.02 519.939 l +11.98 519.939 l +h +f +11.124 520.795 m +11.124 33.403 l +11.98 33.403 l +11.98 519.939 l +h +f +0.949 0.945 0.935 rg +600.876 520.795 m +600.876 33.403 l +600.02 33.403 l +600.02 519.939 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 745.6533 Tm +(If the user types semicolon \(;\) after an answer, the query is re-enter\ ed at the redo port of the rightmost goal. Only the )Tj +0 -1.2 TD +(variable bindings that were set in that goal are undone. )Tj +0 -2.557 TD +(If the query finishes via the fail port of the leftmost goal, the query \ fails. Figure 4.1 shows a compound query with the )Tj +0 -1.2 TD +(listener interaction on the ending ports.)Tj +ET +q +255.8556976 0 0 65.0335541 8.5570526 600.8890076 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 574.3412 Tm +(Figure 4.1. Compound queries )Tj +0 -2.557 TD +(Figure 4.2 contains the annotated trace of the sample query. Make sure y\ ou understand it before proceeding. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(?- location\(X, kitchen\), edible\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The trace has a new feature, which is a number in the first column that \ indicates the goal being worked on.)Tj +0 -2.557 TD +(First the goal location\(X, kitchen\) is called, and the trace indicates\ that pattern matches the second clause of location.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1 CALL location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds, and results in the binding of X to apple.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1 EXIT \(2\)location\(apple, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Next, the second goal edible\(X\) is called. However, X is now bound to \ apple, so it is called as edible\(apple\).)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 CALL edible\(apple\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds on the first clause of edible/1, thus exiting the query succ\ essfully.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 EXIT \(1\) edible\(apple\))Tj +0 -1.2 TD +( X = apple ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Entering semicolon \(;\) causes the listener to backtrack into the right\ most goal of the query.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 REDO edible\(apple\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(There are no other clauses that match this pattern, so it fails.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 FAIL edible\(apple\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Leaving the fail port of the second goal causes the listener to enter th\ e redo port of the first goal. In so doing, the )Tj +0 -1.2 TD +(variable binding that was established by that goal is undone, leaving X \ unbound.)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(2 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 519 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.557 767.154 m +8.557 182.349 l +9.413 183.204 l +9.413 767.154 l +h +f +0.313 0.313 0.313 rg +603.443 767.154 m +603.443 182.349 l +602.587 183.204 l +602.587 767.154 l +h +f +8.557 182.349 m +603.443 182.349 l +602.587 183.204 l +9.413 183.204 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.124 767.154 m +11.124 184.916 l +11.98 185.772 l +11.98 767.154 l +h +f +0.949 0.945 0.935 rg +600.876 767.154 m +600.876 184.916 l +600.02 185.772 l +600.02 767.154 l +h +f +11.124 184.916 m +600.876 184.916 l +600.02 185.772 l +11.98 185.772 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +11.9799 0 0 11.9799 14.547 752.5118 Tm +(1 REDO location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It now succeeds at the sixth clause, rebinding X to broccoli.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1 EXIT \(6\) location\(broccoli, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The second goal is called again with the new variable binding. This is a\ fresh call, just as the first one was, and causes )Tj +0 -1.2 TD +(the search for a match to begin at the first clause)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 CALL edible\(broccoli\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(There is no clause for edible\(broccoli\), so it fails.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 FAIL edible\(broccoli\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The first goal is then re-entered at the redo port, undoing the variable\ binding.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1 REDO location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds with a new variable binding.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1 EXIT \(7\) location\(crackers, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(This leads to the second solution to the query.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 CALL edible\(crackers\))Tj +0 -1.2 TD +(2 EXIT \(2\) edible\(crackers\))Tj +0 -1.2 TD +( X = crackers ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Typing semicolon \(;\) initiates backtracking again, which fails through\ both goals and leads to the ultimate failure of the )Tj +0 -1.2 TD +(query.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(2 REDO edible\(crackers\))Tj +0 -1.2 TD +(2 FAIL edible\(crackers\))Tj +T* +(1 REDO location\(X, kitchen\))Tj +T* +(1 FAIL location\(X, kitchen\))Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 4.2. Annotated trace of compound query )Tj +0 -2.557 TD +(In this example we had a single variable, which was bound \(given a valu\ e\) by the first goal and tested in the second goal. )Tj +0 -1.2 TD +(We will now look at a more general example with two variables. It is att\ empting to ask for all the things located in rooms )Tj +T* +(adjacent to the kitchen. )Tj +0 -2.557 TD +(In logical terms, the query says "Find a T and R such that there is a do\ or from the kitchen to R and T is located in R." In )Tj +0 -1.2 TD +(procedural terms it says "First find an R with a door from the kitchen t\ o R. Use that value of R to look for a T located in )Tj +T* +(R." )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(3 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 520 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.557 500.399 m +352.893 500.399 l +352.037 499.543 l +9.413 499.543 l +h +f +8.557 500.399 m +8.557 112.765 l +9.413 113.621 l +9.413 499.543 l +h +f +0.313 0.313 0.313 rg +352.893 500.399 m +352.893 112.765 l +352.037 113.621 l +352.037 499.543 l +h +f +8.557 112.765 m +352.893 112.765 l +352.037 113.621 l +9.413 113.621 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.124 497.832 m +350.326 497.832 l +349.47 496.976 l +11.98 496.976 l +h +f +11.124 497.832 m +11.124 115.332 l +11.98 116.188 l +11.98 496.976 l +h +f +0.949 0.945 0.935 rg +350.326 497.832 m +350.326 115.332 l +349.47 116.188 l +349.47 496.976 l +h +f +11.124 115.332 m +350.326 115.332 l +349.47 116.188 l +11.98 116.188 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +11.9799 0 0 11.9799 42.7852 740.0889 Tm +(?- door\(kitchen, R\), location\(T,R\).)Tj +0 -1.2 TD +(R = office)Tj +T* +(T = desk ;)Tj +0 -2.4 TD +(R = office)Tj +0 -1.2 TD +(T = computer ;)Tj +0 -2.4 TD +(R = cellar)Tj +0 -1.2 TD +(T = 'washing machine' ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In this query, the backtracking is more complex. Figure 4.3 shows its tr\ ace. )Tj +0 -2.557 TD +(Notice that the variable R is bound by the first goal and T is bound by \ the second. Likewise, the two variables are unbound )Tj +0 -1.2 TD +(by entering the redo port of the goal that bound them. After R is first \ bound to office, that binding sticks during )Tj +T* +(backtracking through the second goal. Only when the listener backtracks \ into the first goal does R get unbound. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(Goal: door\(kitchen, R\), location\(T,R\))Tj +0 -2.4 TD +(1 CALL door\(kitchen, R\))Tj +0 -1.2 TD +(1 EXIT \(2\) door\(kitchen, office\))Tj +0 -1.2 TD +(2 CALL location\(T, office\))Tj +0 -1.2 TD +(2 EXIT \(1\) location\(desk, office\))Tj +T* +( R = office)Tj +T* +( T = desk ;)Tj +T* +(2 REDO location\(T, office\))Tj +T* +(2 EXIT \(8\) location\(computer, office\))Tj +T* +( R = office)Tj +T* +( T = computer ;)Tj +T* +(2 REDO location\(T, office\))Tj +T* +(2 FAIL location\(T, office\))Tj +T* +(1 REDO door\(kitchen, R\))Tj +T* +(1 EXIT \(4\) door\(kitchen, cellar\))Tj +T* +(2 CALL location\(T, cellar\))Tj +T* +(2 EXIT \(4\) location\('washing machine', cellar\))Tj +0 -1.2 TD +( R = cellar)Tj +0 -1.2 TD +( T = 'washing machine' ;)Tj +T* +(2 REDO location\(T, cellar\))Tj +T* +(2 FAIL location\(T, cellar\))Tj +T* +(1 REDO door\(kitchen, R\))Tj +T* +(1 FAIL door\(kitchen, R\))Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 4.3. Trace of a compound query )Tj +0 0 1 rg +/T1_2 1 Tf +13.8229 0 0 13.8229 8.5571 53.7604 Tm +(Built-in Predicates )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(4 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 521 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 756.4886 Tm +(Up to this point we have been satisfied with the format Prolog uses to g\ ive us answers. We will now see how to generate )Tj +0 -1.2 TD +(output that is customized to our needs. The example will be a query that\ lists all of the items in the kitchen. This will )Tj +T* +(require performing I/O and forcing the listener to automatically backtra\ ck to find all solutions. )Tj +0 -2.557 TD +(To do this, we need to understand the concept of the )Tj +/T1_1 1 Tf +(built-in)Tj +/T1_0 1 Tf +( \(evaluable\) predicate. A built-in predicate is predefined by )Tj +0 -1.2 TD +(Prolog. There are no clauses in the logicbase for built-in predicates. W\ hen the listener encounters a goal that matches a )Tj +T* +(built-in predicate, it calls a predefined procedure. )Tj +0 -2.557 TD +(Built-in predicates are usually written in the language used to implemen\ t the listener. They can perform functions that have )Tj +0 -1.2 TD +(nothing to do with logical theorem proving, such as writing to the conso\ le. For this reason they are sometimes called extra-)Tj +T* +(logical predicates. )Tj +0 -2.557 TD +(However, since they appear as Prolog goals they must be able to respond \ to either a call from the left or a redo from the )Tj +0 -1.2 TD +(right. Its response in the redo case is referred to as its behavior on b\ acktracking. )Tj +0 -2.557 TD +(We will introduce specific built-in predicates as we need them. Here are\ the I/O predicates that will let us control the )Tj +0 -1.2 TD +(output of our query. )Tj +0 -2.557 TD +(write/1 )Tj +2.857 -1.2 Td +(This predicate always succeeds when called, and has the side effect of w\ riting its argument to the console.It always )Tj +0 -1.2 TD +(fails on backtracking. Backtracking does not undo the side effect. )Tj +-2.857 -1.2 Td +(nl/0 )Tj +2.857 -1.2 Td +(Succeeds, and starts a new line. Like write, it always succeeds when cal\ led, and fails on backtracking. )Tj +-2.857 -1.2 Td +(tab/1 )Tj +2.857 -1.2 Td +(It expects the argument to be an integer and tabs that number of spaces.\ It succeeds when called and fails on )Tj +T* +(backtracking. )Tj +-2.857 -2.557 Td +(Figure 4.4 is a stylized picture of a goal showing its internal control \ structure. We will compare this with the internal flow )Tj +T* +(of control of various built-in predicates.)Tj +ET +q +148.036911 0 0 65.0335541 8.5570526 257.2914276 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 230.7437 Tm +(Figure 4.4. Internal flow of control through a normal goal )Tj +0 -2.557 TD +(In figure 4.4, the upper left diamond represents the decision point afte\ r a call. Starting with the first clause of a predicate,)Tj +( )Tj +0 -1.2 TD +(unification is attempted between the query pattern and each clause, unti\ l either unification succeeds or there are no more )Tj +0 -1.2 TD +(clauses to try. If unification succeeded, branch to exit, marking the cl\ ause that successfully unified, if it failed, branch to )Tj +T* +(fail. )Tj +0 -2.557 TD +(The lower right diamond represents the decision point after a redo. Star\ ting with the most recent clause found in the )Tj +0 -1.2 TD +(predicate, unification is again attempted between the query pattern and \ remaining clauses. If it succeeds, branch to exit, if )Tj +T* +(not, branch to fail. )Tj +0 -2.557 TD +(The I/O built-in predicates differ from normal goals in that they never \ change the direction of the flow of control. If they )Tj +0 -1.2 TD +(get control from the left, they pass control to the right. If they get c\ ontrol from the right, they pass control to the left as )Tj +T* +(shown in figure 4.5.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(5 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 522 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +165.151001 0 0 65.0335541 8.5570526 686.583374 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 660.0356 Tm +(Figure 4.5. Internal flow of control through an I/O predicate )Tj +0 -2.557 TD +(The output I/O predicates do not affect the variable table; however, the\ y may output values from it. They simply leave )Tj +0 -1.2 TD +(their mark at the console each time control passes through them from lef\ t to right. )Tj +0 -2.557 TD +(There are built-in predicates that do affect backtracking, and we have n\ eed of one of them for the first example. It is fail/0, )Tj +0 -1.2 TD +(and, as its name implies, it always fails. )Tj +0 -2.557 TD +(If fail/0 gets control from the left, it immediately passes control back\ to the redo port of the goal on the left. It will never)Tj +( )Tj +0 -1.2 TD +(get control from the right, since it never allows control to pass to its\ right. Figure 4.6 shows its internal control structure.)Tj +ET +q +112.9530182 0 0 65.0335541 8.5570526 439.6269989 cm +/Im1 Do +Q +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 413.0792 Tm +(Figure 4.6. Internal flow of control through the fail/0 predicate )Tj +0 -2.557 TD +(Previously we relied on the listener to display variable bindings for us\ , and used the semicolon \(;\) response to generate all )Tj +0 -1.2 TD +(of the possible solutions. We can now use the I/O built-in predicates to\ display the variable bindings, and the fail/0 )Tj +0 -1.2 TD +(predicate to force backtracking so all solutions are displayed. )Tj +0 -2.557 TD +(Here then is the query that lists everything in the kitchen. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(X, kitchen\), write\(X\) ,nl, fail.)Tj +0 -1.2 TD +(apple)Tj +T* +(broccoli)Tj +T* +(crackers)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The final 'no' means the query failed, as it was destined to, due to the\ fail/0. )Tj +0 -2.557 TD +(Figure 4.7 shows the control flow through this query. )Tj +ET +q +255.8556976 0 0 79.5805359 8.5570526 73.7276764 cm +/Im2 Do +Q +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 47.1799 Tm +(Figure 4.7. Flow of control through query with built-in predicates )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(6 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 523 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.557 729.952 m +360.081 729.952 l +359.225 729.097 l +9.413 729.097 l +h +f +8.557 729.952 m +8.557 33.403 l +9.413 33.403 l +9.413 729.097 l +h +f +0.313 0.313 0.313 rg +360.081 729.952 m +360.081 33.403 l +359.225 33.403 l +359.225 729.097 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.124 727.385 m +357.513 727.385 l +356.658 726.53 l +11.98 726.53 l +h +f +11.124 727.385 m +11.124 33.403 l +11.98 33.403 l +11.98 726.53 l +h +f +0.949 0.945 0.935 rg +357.513 727.385 m +357.513 33.403 l +356.658 33.403 l +356.658 726.53 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 750.2974 Tm +(Figure 4.8 shows a trace of the query. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(Goal: location\(X, kitchen\), write\(X\), nl, fail.)Tj +0 -2.4 TD +(1 CALL location\(X, kitchen\))Tj +0 -1.2 TD +(1 EXIT \(2\) location\(apple, kitchen\))Tj +T* +(2 CALL write\(apple\))Tj +T* +( apple)Tj +T* +(2 EXIT write\(apple\))Tj +T* +(3 CALL nl)Tj +0 -2.4 TD +(3 EXIT nl)Tj +0 -1.2 TD +(4 CALL fail)Tj +T* +(4 FAIL fail)Tj +T* +(3 REDO nl)Tj +T* +(3 FAIL nl)Tj +T* +(2 REDO write\(apple\))Tj +T* +(2 FAIL write\(apple\))Tj +T* +(1 REDO location\(X, kitchen\))Tj +T* +(1 EXIT \(6\) location\(broccoli, kitchen\))Tj +T* +(2 CALL write\(broccoli\))Tj +T* +( broccoli)Tj +T* +(2 EXIT write\(broccoli\))Tj +T* +(3 CALL nl)Tj +0 -2.4 TD +(3 EXIT nl)Tj +0 -1.2 TD +(4 CALL fail)Tj +T* +(4 FAIL fail)Tj +T* +(3 REDO nl)Tj +T* +(3 FAIL nl)Tj +T* +(2 REDO write\(broccoli\))Tj +T* +(2 FAIL write\(broccoli\))Tj +T* +(1 REDO location\(X, kitchen\))Tj +T* +(1 EXIT \(7\) location\(crackers, kitchen\))Tj +T* +(2 CALL write\(crackers\))Tj +T* +( crackers)Tj +T* +(2 EXIT write\(crackers\))Tj +T* +(3 CALL nl)Tj +0 -2.4 TD +(3 EXIT nl)Tj +0 -1.2 TD +(4 CALL fail)Tj +T* +(4 FAIL fail)Tj +T* +(3 REDO nl)Tj +T* +(3 FAIL nl)Tj +T* +(2 REDO write\(crackers\))Tj +T* +(2 FAIL write\(crackers\))Tj +T* +(1 REDO location\(X, kitchen\))Tj +T* +(1 FAIL location\(X, kitchen\))Tj +T* +( no)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(7 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 524 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +8.557 767.154 m +8.557 759.801 l +9.413 760.657 l +9.413 767.154 l +h +f +0.313 0.313 0.313 rg +360.081 767.154 m +360.081 759.801 l +359.225 760.657 l +359.225 767.154 l +h +f +8.557 759.801 m +360.081 759.801 l +359.225 760.657 l +9.413 760.657 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.124 767.154 m +11.124 762.369 l +11.98 763.224 l +11.98 767.154 l +h +f +0.949 0.945 0.935 rg +357.513 767.154 m +357.513 762.369 l +356.658 763.224 l +356.658 767.154 l +h +f +11.124 762.369 m +357.513 762.369 l +356.658 763.224 l +11.98 763.224 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +11.9799 0 0 11.9799 8.5571 733.2537 Tm +(Figure 4.8. Trace of query with built-in predicates )Tj +0 0 1 rg +/T1_1 1 Tf +13.8229 0 0 13.8229 8.5571 700.797 Tm +(Exercises )Tj +0 0 0 rg +11.9799 0 0 11.9799 8.5571 669.566 Tm +(Nonsense Prolog)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Consider the following Prolog logicbase. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(easy\(1\).)Tj +0 -1.2 TD +(easy\(2\).)Tj +T* +(easy\(3\).)Tj +0 -2.4 TD +(gizmo\(a,1\).)Tj +0 -1.2 TD +(gizmo\(b,3\).)Tj +T* +(gizmo\(a,2\).)Tj +T* +(gizmo\(d,5\).)Tj +T* +(gizmo\(c,3\).)Tj +T* +(gizmo\(a,3\).)Tj +T* +(gizmo\(c,4\).)Tj +0 -2.4 TD +(harder\(a,1\).)Tj +0 -1.2 TD +(harder\(c,X\).)Tj +T* +(harder\(b,4\).)Tj +0 -1.2 TD +(harder\(d,2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Predict the results of the following queries. Then try them and trace th\ em to see if you were correct. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- gizmo\(a,X\),easy\(X\).)Tj +T* +(?- gizmo\(c,X\),easy\(X\).)Tj +0 -1.2 TD +(?- gizmo\(d,Z\),easy\(Z\).)Tj +0 -2.4 TD +(?- easy\(Y\),gizmo\(X,Y\).)Tj +T* +(?- write\('report'\), nl, easy\(T\), write\(T\), gizmo\(M,T\), tab\(2\),\ write\(M\), fail.)Tj +T* +(?- write\('buggy'\), nl, easy\(Z\), write\(X\), gizmo\(Z,X\), tab\(2\), \ write\(Z\), fail.)Tj +T* +(?- easy\(X\),harder\(Y,X\).)Tj +0 -1.2 TD +(?- harder\(Y,X\),easy\(X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.57 Td +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(2- Experiment with the queries you have seen in this chapter. )Tj +0 -2.557 TD +(3- Predict the results of this query before you execute it. Then try it.\ Trace it if you were wrong. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- door\(kitchen, R\), write\(R\), nl, location\(T,R\), tab\(3\), write\(\ T\), nl, fail.)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(8 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 525 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7.7013 0 0 7.7013 18 781.1555 Tm +(Compound Queries)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +11.9799 0 0 11.9799 8.5571 753.8378 Tm +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Compound queries can be used to find family relationships in the gene\ alogical logicbase. For example, find someone's )Tj +0 -1.2 TD +(mother with )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- parent\(X, someone\), female\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Write similar queries for fathers, sons, and daughters. Trace these quer\ ies to understand their behavior \(or misbehavior if )Tj +T* +(they are not working right for you\). )Tj +0 -2.557 TD +(5- Experiment with the ordering of the goals. In particular, contrast th\ e queries. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- parent\(X, someone\), female\(X\).)Tj +0 -1.2 TD +(?- female\(X\), parent\(X, someone\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Do they both give the same answer? Trace both queries and see which take\ s more steps. )Tj +0 -2.557 TD +(6- The same predicate can be used multiple times in the same query. For \ example, we can find grandparents )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- parent\(X, someone\), parent\(GP, X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(7- Write queries which find grandmothers, grandfathers, and great-great \ grandparents. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(8- Write a query against the item and inventory records that returns the\ inventory level for an item when you only know )Tj +0 -1.2 TD +(the item name. )Tj +/T1_3 1 Tf +11.0583 0 0 11.0583 8.5571 329.7228 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +7.7013 0 0 7.7013 18 8.1555 Tm +(http://www.amzi.com/AdventureInProlog/a4comqry.htm \(9 of 9\)11/3/2006 7\ :05:16 PM)Tj +ET +EMC + +endstream endobj 526 0 obj(Compound Queries) endobj 527 0 obj<> endobj 528 0 obj(http://www.amzi.com/AdventureInProlog/a4comqry.htm) endobj 529 0 obj(ZxԄBœ_,y) endobj 530 0 obj<> endobj 531 0 obj<> endobj 532 0 obj(I-UY) endobj 533 0 obj 3 endobj 534 0 obj 1 endobj 535 0 obj 1 endobj 536 0 obj 1 endobj 537 0 obj 1 endobj 538 0 obj 1 endobj 539 0 obj<> endobj 540 0 obj<> endobj 541 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 542 0 obj[541 0 R/XYZ 0 766.0 null] endobj 543 0 obj<><><><><><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 541 0 R>> endobj 544 0 obj[543 0 R] endobj 545 0 obj<>/A<>/Border[0 0 0]>> endobj 546 0 obj[545 0 R] endobj 547 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 548 0 obj[543 0 R] endobj 549 0 obj[547 0 R/XYZ 0 55.2 null] endobj 550 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 551 0 obj[543 0 R] endobj 552 0 obj[/Indexed/DeviceRGB 1 553 0 R] endobj 553 0 obj<>stream + +endstream endobj 554 0 obj<>stream +Hv@M (w;2QrK5]f>N}-SBSBSBSBSBSBSBSBSBtU/ݟl=?hց~q]/G8h!\tnpF<%Ԣ[VcPnYmSB-e5O F<%Ԣ[VcPnYmSB-e5O F<%Ԣ[VcPnYmSB-e5O F_CI 5;6O MwTm>7>jp.7MxQ H]l,۴O .Ԣ[O .Ԣ[O .Ԣ[O n0/ǞNGq;}#Nt{ĉqt8^}fnE>WВ>G>'u^zpy}t[:n}QmO8> Gn3vntfݷFm&}ntf{;<Z@э.]E7fOt .|zP.MAiur`?L([Fket([Fket([Fket([FketVw|LhtloM8E'1/u@PoгxJxJxJxJxJxJxJxJxJ)8 0*^ +S +endstream endobj 555 0 obj(http://www.amzi.com/AdventureInProlog/advfig8.gif) endobj 556 0 obj(U/<4n\(D\r) endobj 557 0 obj<> endobj 558 0 obj<> endobj 559 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 560 0 obj<> endobj 561 0 obj[543 0 R] endobj 562 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 563 0 obj[543 0 R] endobj 564 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 565 0 obj[543 0 R] endobj 566 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 567 0 obj[566 0 R/XYZ 0 750.4 null] endobj 568 0 obj[543 0 R] endobj 569 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 570 0 obj[543 0 R] endobj 571 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 572 0 obj<> endobj 573 0 obj[543 0 R] endobj 574 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 575 0 obj<> endobj 576 0 obj<> endobj 577 0 obj[543 0 R] endobj 578 0 obj[574 0 R/XYZ 0 282.4 null] endobj 579 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 580 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 24.7692 0 0 24.7692 10 646.726 Tm +(5)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Rules)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We said earlier a predicate is defined by clauses, which may be facts or\ rules. A rule is no more than a )Tj +0 -1.2 TD +(stored query. Its syntax is )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(head :- body.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(where )Tj +0 -2.557 TD +(head )Tj +2.857 -1.2 Td +(a predicate definition \(just like a fact\) )Tj +-2.857 -1.2 Td +(:- )Tj +2.857 -1.2 Td +(the )Tj +/T1_3 1 Tf +(neck)Tj +/T1_0 1 Tf +( symbol, sometimes read as "if" )Tj +-2.857 -1.2 Td +(body )Tj +2.857 -1.2 Td +(one or more goals \(a query\) )Tj +-2.857 -2.557 Td +(For example, the compound query that finds out where the good things to \ eat are can be stored as a rule )Tj +0 -1.2 TD +(with the predicate name where_food/2. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(where_food\(X,Y\) :- )Tj +T* +( location\(X,Y\),)Tj +T* +( edible\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It states "There is something X to eat in room Y if X is located in Y, a\ nd X is edible." )Tj +0 -2.557 TD +(We can now use the new rule directly in a query to find things to eat in\ a room. As before, the semicolon )Tj +0 -1.2 TD +(\(;\) after an answer is used to find all the answers. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- where_food\(X, kitchen\).)Tj +T* +(X = apple ;)Tj +T* +(X = crackers ;)Tj +T* +(no)Tj +ET +EMC +Q + +endstream endobj 581 0 obj[543 0 R] endobj 582 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 583 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(?- where_food\(Thing, 'dining room'\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Or it can check on specific things. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- where_food\(apple, kitchen\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Or it can tell us everything. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- where_food\(Thing, Room\).)Tj +T* +(Thing = apple)Tj +T* +(Room = kitchen ;)Tj +0 -2.4 TD +(Thing = crackers)Tj +0 -1.2 TD +(Room = kitchen ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Just as we had multiple facts defining a predicate, we can have multiple\ rules for a predicate. For )Tj +T* +(example, we might want to have the broccoli included in where_food/2. \(\ Prolog doesn't have an opinion )Tj +T* +(on whether or not broccoli is legitimate food. It just matches patterns.\ \) To do this we add another )Tj +T* +(where_food/2 clause for things that 'taste_yucky.' )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(where_food\(X,Y\) :-)Tj +T* +( location\(X,Y\),)Tj +T* +( edible\(X\).)Tj +T* +(where_food\(X,Y\) :-)Tj +T* +( location\(X,Y\),)Tj +T* +( tastes_yucky\(X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Now the broccoli shows up when we use the semicolon \(;\) to ask for eve\ rything. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- where_food\(X, kitchen\).)Tj +T* +(X = apple ;)Tj +T* +(X = crackers ;)Tj +T* +(X = broccoli ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Until this point, when we have seen Prolog try to satisfy goals by searc\ hing the clauses of a predicate, all )Tj +T* +(of the clauses have been facts. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 41.0457 Tm +(How Rules Work )Tj +ET +EMC +Q + +endstream endobj 584 0 obj[543 0 R] endobj 585 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 586 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 734.7909 Tm +(With rules, Prolog unifies the goal pattern with the head of the clause.\ If unification succeeds, then )Tj +0 -1.2 TD +(Prolog initiates a new query using the goals in the body of the clause. \ )Tj +0 -2.557 TD +(Rules, in effect, give us multiple levels of queries. The first level is\ composed of the original goals. The )Tj +0 -1.2 TD +(next level is a new query composed of goals found in the body of a claus\ e from the first level. )Tj +0 -2.557 TD +(Each level can create even deeper levels. Theoretically, this could cont\ inue forever. In practice it can )Tj +0 -1.2 TD +(continue until the listener runs out of space. )Tj +0 -2.557 TD +(Figure 5.1 shows the control flow after the head of a rule has been matc\ hed. Notice how backtracking )Tj +0 -1.2 TD +(from the third goal of the first level now goes into the second level. )Tj +ET +q +239 0 0 166 10 370.41539 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 339.3909 Tm +(Figure 5.1. Control flow with rules )Tj +0 -2.557 TD +(In this example, the middle goal on the first level succeeds or fails if\ its body succeeds or fails. When )Tj +0 -1.2 TD +(entered from the right \(redo\) the goal reenters its body query from th\ e right \(redo\). When the query fails, )Tj +T* +(the next clause of the first-level goal is tried, and if the next clause\ is also a rule, the process is repeated )Tj +T* +(with the second clause's body. )Tj +0 -2.557 TD +(As always with Prolog, these relationships become clearer by studying a \ trace. Figure 5.2 contains the )Tj +0 -1.2 TD +(annotated trace of the where_food/2 query. Notice the appearance of a tw\ o-part number. The first part of )Tj +T* +(the number indicates the query level. The second part indicates the numb\ er of the goal within the query, )Tj +T* +(as before. The parenthetical number is the clause number. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(means the exit occurred at the second level, first goal using clause num\ ber seven. )Tj +ET +EMC +Q + +endstream endobj 587 0 obj[543 0 R] endobj 588 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 589 0 obj<> endobj 590 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +602 766 l +601 765 l +11 765 l +h +f +10 766 m +10 36 l +11 36 l +11 765 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 765 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 763 m +599 763 l +598 762 l +14 762 l +h +f +13 763 m +13 36 l +14 36 l +14 762 l +h +f +0.949 0.945 0.935 rg +599 763 m +599 36 l +598 36 l +598 762 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 746.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- where_food\(X, kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(First the clauses of where_food/2 are searched.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 CALL where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The pattern matches the head of the first clause, and while it is not at\ a port, the trace could inform us )Tj +0 -1.2 TD +(of the clause it is working on.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 try \(1\) where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The body of the first clause is then set up as a query, and the trace co\ ntinues.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(From this point the trace proceeds exactly as it did for the compound qu\ ery in the previous chapter.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 EXIT \(2\) location\(apple, kitchen\))Tj +0 -1.2 TD +( 2-2 CALL edible\(apple\))Tj +T* +( 2-2 EXIT \(1\) edible\(apple\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Since the body has succeeded, the goal from the previous \(first\) level\ succeeds.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 EXIT \(1\) where_food\(apple, kitchen\))Tj +0 -1.2 TD +( X = apple ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking goes from the first-level goal, into the second level, proc\ eeding as before.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO where_food\(X, kitchen\))Tj +0 -1.2 TD +( 2-2 REDO edible\(apple\))Tj +T* +( 2-2 FAIL edible\(apple\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 EXIT \(6\) location\(broccoli, kitchen\))Tj +T* +( 2-2 CALL edible\(broccoli\))Tj +T* +( 2-2 FAIL edible\(broccoli\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +T* +( 2-2 CALL edible\(crackers\))Tj +T* +( 2-2 EXIT \(2\) edible\(crackers\))Tj +ET +EMC +Q + +endstream endobj 591 0 obj[543 0 R] endobj 592 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 36 l +598 36 l +598 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +(1-1 EXIT \(1\) where_food\(crackers, kitchen\))Tj +0 -1.2 TD +( X = crackers ;)Tj +0 0 0 rg +/T1_1 1 Tf +0 -2.552 TD +(Now any attempt to backtrack into the query will result in no more answe\ rs, and the query will fail.)Tj +0 0 0.502 rg +/T1_0 1 Tf +0 -2.562 TD +( 2-2 REDO edible\(crackers\))Tj +0 -1.2 TD +( 2-2 FAIL edible\(crackers\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 FAIL location\(X, kitchen\))Tj +0 0 0 rg +/T1_1 1 Tf +0 -2.552 TD +(This causes the listener to look for other clauses whose heads match the\ query pattern. In our )Tj +0 -1.2 TD +(example, the second clause of where_food/2 also matches the query patter\ n.)Tj +0 0 0.502 rg +/T1_0 1 Tf +0 -2.562 TD +(1-1 REDO where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_1 1 Tf +0 -2.552 TD +(Again, although traces usually don't tell us so, it is building a query \ from the body of the second )Tj +0 -1.2 TD +(clause.)Tj +0 0 0.502 rg +/T1_0 1 Tf +0 -2.562 TD +(1-1 try \(2\) where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_1 1 Tf +0 -2.552 TD +(Now the second query proceeds as normal, finding the broccoli, which tas\ tes_yucky.)Tj +0 0 0.502 rg +/T1_0 1 Tf +0 -2.562 TD +( 2-1 CALL location\(X, kitchen\))Tj +0 -1.2 TD +( 2-1 EXIT \(2\) location\(apple, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(apple\))Tj +T* +( 2-2 FAIL tastes_yucky\(apple\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 EXIT \(6\) location\(broccoli, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(broccoli\))Tj +T* +( 2-2 EXIT \(1\) tastes_yucky\(broccoli\))Tj +T* +(1-1 EXIT \(2\) where_food\(broccoli, kitchen\))Tj +T* +( X = broccoli ;)Tj +0 0 0 rg +/T1_1 1 Tf +0 -2.552 TD +(Backtracking brings us to the ultimate no, as there are no more where_fo\ od/2 clauses to try.)Tj +0 0 0.502 rg +/T1_0 1 Tf +0 -2.562 TD +( 2-2 REDO tastes_yucky\(broccoli\))Tj +0 -1.2 TD +( 2-2 FAIL tastes_yucky\(broccoli\))Tj +T* +( 2-1 REDO location\(X,kitchen\))Tj +T* +( 2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(crackers\))Tj +T* +( 2-2 FAIL tastes_yucky\(crackers\))Tj +T* +( 2-2 REDO location\(X, kitchen\))Tj +ET +EMC +Q + +endstream endobj 593 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 672.8 l +11 673.8 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 672.8 l +601 673.8 l +601 766 l +h +f +10 672.8 m +602 672.8 l +601 673.8 l +11 673.8 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 675.8 l +14 676.8 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 675.8 l +598 676.8 l +598 766 l +h +f +13 675.8 m +599 675.8 l +598 676.8 l +14 676.8 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +( 2-2 FAIL location\(X, kitchen\))Tj +0 -1.2 TD +(1-1 REDO where_food\(X, kitchen\))Tj +T* +(1-1 FAIL where_food\(X, kitchen\))Tj +T* +( no)Tj +0 0 0 rg +/T1_1 1 Tf +-0.5 -4.409 Td +(Figure 5.2. Trace of a query with rules )Tj +0 -2.557 TD +(It is important to understand the relationship between the first-level a\ nd second-level variables in this )Tj +0 -1.2 TD +(query. These are independent variables, that is, the X in the query is n\ ot the same as the X that shows up )Tj +T* +(in the body of the where_food/2 clauses, values for both happen to be eq\ ual due to unification. )Tj +0 -2.557 TD +(To better understand the relationship, we will slowly step through the p\ rocess of transferring control. )Tj +0 -1.2 TD +(Subscripts identify the variable levels. )Tj +0 -2.557 TD +(The goal in the query is )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- where_food\(X1, kitchen\))Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The head of the first clause is )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(where_food\(X2, Y2\))Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Remember the 'sleeps' example in chapter 3 where a query with a variable\ was unified with a fact with a )Tj +0 -1.2 TD +(variable? Both variables were set to be equal to each other. This is exa\ ctly what happens here. This )Tj +T* +(might be implemented by setting both variables to a common internal vari\ able. If either one takes on a )Tj +T* +(new value, both take on a new value. )Tj +0 -2.557 TD +(So, after unification between the goal and the head, the variable bindin\ gs are )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(X1 = _01)Tj +0 -1.2 TD +(X2 = _01)Tj +T* +(Y2 = kitchen)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The second-level query is built from the body of the clause, using these\ bindings. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(location\(_01, kitchen\), edible\(_01\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(When internal variable _01 takes on a value, such as 'apple,' both X's t\ hen take on the same value. This )Tj +T* +(is fundamentally different from the assignment statements that set varia\ ble values in most computer )Tj +T* +(languages. )Tj +ET +EMC +Q + +endstream endobj 594 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 1 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 16.1538 0 0 16.1538 10 736.2457 Tm +(Using Rules )Tj +0 0 0 rg +/T1_1 1 Tf +14 0 0 14 10 699.9909 Tm +(Using rules, we can solve the problem of the one-way doors. We can defin\ e a new two-way predicate )Tj +0 -1.2 TD +(with two clauses, called connect/2. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(connect\(X,Y\) :- door\(X,Y\).)Tj +T* +(connect\(X,Y\) :- door\(Y,X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(It says "Room X is connected to a room Y if there is a door from X to Y,\ or if there is a door from Y to )Tj +T* +(X." Note the implied 'or' between clauses. Now connect/2 behaves the way\ we would like. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- connect\(kitchen, office\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- connect\(office, kitchen\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can list all the connections \(which is twice the number of doors\) w\ ith a general query. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- connect\(X,Y\).)Tj +T* +(X = office)Tj +T* +(Y = hall ;)Tj +0 -2.4 TD +(X = kitchen)Tj +0 -1.2 TD +(Y = office ;)Tj +T* +(...)Tj +T* +(X = hall)Tj +T* +(Y = office ;)Tj +0 -2.4 TD +(X = office)Tj +0 -1.2 TD +(Y = kitchen ;)Tj +T* +(...)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(With our current understanding of rules and built-in predicates we can n\ ow add more rules to Nani )Tj +T* +(Search. We will start with look/0, which will tell the game player where\ he or she is, what things are in )Tj +T* +(the room, and which rooms are adjacent. )Tj +0 -2.557 TD +(To begin with, we will write list_things/1, which lists the things in a \ room. It uses the technique )Tj +0 -1.2 TD +(developed at the end of chapter 4 to loop through all the pertinent fact\ s. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(list_things\(Place\) :- )Tj +ET +EMC +Q + +endstream endobj 595 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +( location\(X, Place\),)Tj +0 -1.2 TD +( tab\(2\),)Tj +T* +( write\(X\),)Tj +T* +( nl,)Tj +T* +( fail.)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We use it like this. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- list_things\(kitchen\).)Tj +T* +( apple)Tj +T* +( broccoli)Tj +T* +( crackers)Tj +T* +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(There is one small problem with list_things/1. It gives us the list, but\ it always fails. This is all right if )Tj +T* +(we call it by itself, but we won't be able to use it in conjunction with\ other rules that follow it \(to the )Tj +T* +(right as illustrated in our diagrams\). We can fix this problem by addin\ g a second list_things/1 clause )Tj +T* +(which always succeeds. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(list_things\(Place\) :-)Tj +T* +( location\(X, Place\),)Tj +T* +( tab\(2\),)Tj +T* +( write\(X\),)Tj +T* +( nl,)Tj +T* +( fail.)Tj +T* +(list_things\(AnyPlace\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Now when the first clause fails \(because there are no more location/2s \ to try\) the second list_things/1 )Tj +T* +(clause will be tried. Since its argument is a variable it will successfu\ lly match with anything, causing )Tj +T* +(list_things/1 to always succeed and leave through the 'exit' port. )Tj +0 -2.557 TD +(As with the second clause of list_things/1, it is often the case that we\ do not care what the value of a )Tj +0 -1.2 TD +(variable is, it is simply a place marker. For these situations there is \ a special variable called the )Tj +/T1_2 1 Tf +T* +(anonymous variable)Tj +/T1_1 1 Tf +(, represented as an underscore \(_\). For example )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(list_things\(_\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Next we will write list_connections/1, which lists connecting rooms. Sin\ ce rules can refer to other rules, )Tj +T* +(as well as to facts, we can write list_connections/1 just like list_thin\ gs/1 by using the connection/2 rule. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(list_connections\(Place\) :-)Tj +T* +( connect\(Place, X\),)Tj +ET +EMC +Q + +endstream endobj 596 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +( tab\(2\),)Tj +0 -1.2 TD +( write\(X\),)Tj +T* +( nl,)Tj +T* +( fail.)Tj +T* +(list_connections\(_\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Trying it gives us )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- list_connections\(hall\).)Tj +T* +( dining room)Tj +T* +( office)Tj +T* +(yes)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Now we are ready to write look/0. The single fact here\(kitchen\) tells \ us where we are in the game. \(In )Tj +T* +(chapter 7 we will see how to move about the game by dynamically changing\ here/1.\) We can use it with )Tj +T* +(the two list predicates to write the full look/0. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(look :-)Tj +T* +( here\(Place\),)Tj +T* +( write\('You are in the '\), write\(Place\), nl,)Tj +T* +( write\('You can see:'\), nl,)Tj +T* +( list_things\(Place\),)Tj +T* +( write\('You can go to:'\), nl,)Tj +T* +( list_connections\(Place\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Given we are in the kitchen, this is how it works. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- look.)Tj +T* +(You are in the kitchen)Tj +T* +(You can see:)Tj +T* +( apple)Tj +T* +( broccoli)Tj +T* +( crackers)Tj +T* +(You can go to:)Tj +T* +( office)Tj +T* +( cellar)Tj +T* +( dining room)Tj +T* +(yes)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We now have an understanding of the fundamentals of Prolog, and it is wo\ rth summarizing what we )Tj +T* +(have learned so far. We have seen the following about rules in Prolog. )Tj +ET +EMC +Q + +endstream endobj 597 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 7 0 0 7 35.713 753.9756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 753.9756 Tm +(A Prolog program is a logicbase of interrelated facts and rules. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 737.1756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 737.1756 Tm +(The rules communicate with each other through unification, Prolog's buil\ t-in pattern matcher. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 720.3755 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 720.3755 Tm +(The rules communicate with the user through built-in predicates such as \ write/1. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 703.5756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 703.5756 Tm +(The rules can be queried \(called\) individually from the listener. )Tj +-2.857 -2.557 Td +(We have seen the following about Prolog's control flow. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 631.9756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 631.9756 Tm +(The execution behavior of the rules is controlled by Prolog's built-in b\ acktracking search )Tj +0 -1.2 TD +(mechanism. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 598.3755 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 598.3755 Tm +(We can force backtracking with the built-in predicate fail. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 581.5756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 581.5756 Tm +(We can force success of a predicate by adding a final clause with dummy \ variables as arguments )Tj +T* +(and no body. )Tj +-2.857 -2.557 Td +(We now understand the following aspects of Prolog programming. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 493.1756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 493.1756 Tm +(Facts in the logicbase \(locations, doors, etc.\) replace conventional d\ ata definition. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 476.3755 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 476.3755 Tm +(The backtracking search \(list_things/1\) replaces the coding of many lo\ oping constructs. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 459.5756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 459.5756 Tm +(Passing of control through pattern matching \(connect/2\) replaces condi\ tional test and branch )Tj +T* +(structures. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 425.9756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 425.9756 Tm +(The rules can be tested individually, encouraging modular program develo\ pment. )Tj +/T1_0 1 Tf +7 0 0 7 35.713 409.1756 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 409.1756 Tm +(Rules that call rules encourage the programming practices of procedure a\ bstraction and data )Tj +T* +(abstraction. \(For example, look/0 doesn't know how list_things/1 works,\ or how the location data )Tj +T* +(is stored.\) )Tj +-2.857 -2.557 Td +(With this level of understanding, we can make a lot of progress on the e\ xercise applications. Take some )Tj +T* +(time to work with the programs to consolidate your understanding before \ moving on to the following )Tj +T* +(chapters. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 268.2457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 231.7484 Tm +(Nonsense Prolog)Tj +/T1_1 1 Tf +0 -2.54 TD +(1- Consider the following Prolog logicbase. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(a\(a1,1\).)Tj +0 -1.2 TD +(a\(A,2\).)Tj +T* +(a\(a3,N\). )Tj +0 -2.4 TD +(b\(1,b1\).)Tj +0 -1.2 TD +(b\(2,B\).)Tj +T* +(b\(N,b3\).)Tj +ET +EMC +Q + +endstream endobj 598 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(c\(X,Y\) :- a\(X,N\), b\(N,Y\).)Tj +0 -2.4 TD +(d\(X,Y\) :- a\(X,N\), b\(Y,N\).)Tj +0 -1.2 TD +(d\(X,Y\) :- a\(N,X\), b\(N,Y\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Predict the answers to the following queries, then check them with Prolo\ g, tracing. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- a\(X,2\).)Tj +0 -2.4 TD +(?- b\(X,kalamazoo\).)Tj +T* +(?- c\(X,b3\).)Tj +0 -1.2 TD +(?- c\(X,Y\).)Tj +0 -2.4 TD +(?- d\(X,Y\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.57 Td +(Adventure Game)Tj +/T1_1 1 Tf +0 -2.54 TD +(2- Experiment with the various rules that were developed during this cha\ pter, tracing them all. )Tj +0 -2.557 TD +(3- Write look_in/1 for Nani Search. It should list the things located in\ its argument. For example, look_in)Tj +0 -1.2 TD +(\(desk\) should list the contents of the desk. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_1 1 Tf +0 -2.54 TD +(4- Build rules for the various family relationships that were developed \ as queries in the last chapter. For )Tj +0 -1.2 TD +(example )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(mother\(M,C\):-)Tj +T* +( parent\(M,C\),)Tj +T* +( female\(M\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(5- Build a rule for siblings. You will probably find your rule lists an \ individual as his/her own sibling. )Tj +T* +(Use trace to figure out why. )Tj +0 -2.557 TD +(6- We can fix the problem of individuals being their own siblings by usi\ ng the built-in predicate that )Tj +0 -1.2 TD +(succeeds if two values are unequal, and fails if they are the same. The \ predicate is \\=\(X,Y\). Jumping )Tj +T* +(ahead a bit \(to operator definitions in chapter 12\), we can also write\ it in the form X \\= Y. )Tj +0 -2.557 TD +(7- Use the sibling predicate to define additional rules for brothers, si\ sters, uncles, aunts, and cousins. )Tj +0 -2.557 TD +(8- If we want to represent marriages in the family logicbase, we run int\ o the two-way door problem we )Tj +ET +EMC +Q + +endstream endobj 599 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 751.9756 Tm +(encountered in Nani Search. Unlike parent/2, which has two arguments wit\ h distinct meanings, )Tj +0 -1.2 TD +(married/2 can have the arguments reversed without changing the meaning. \ )Tj +0 -2.557 TD +(Using the Nani Search door/2 predicate as an example, add some basic fam\ ily data with a spouse/2 )Tj +0 -1.2 TD +(predicate. Then write the predicate married/2 using connect/2 as a model\ . )Tj +0 -2.557 TD +(9- Use the new married predicate to add rules for uncles and aunts that \ get uncles and aunts by marriage )Tj +0 -1.2 TD +(as well as by blood. You should have two rules for each of these relatio\ nships, one for the blood case )Tj +T* +(and one for the marriage case. Use trace to follow their behavior. )Tj +0 -2.557 TD +(10- Explore other relationships, such as those between in-laws. )Tj +T* +(11- Write a predicate for grandparent/2. Use it to find both a grandpare\ nt and a grandchild. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(grandparent\(someone, X\).)Tj +0 -1.2 TD +(grandparent\(X, someone\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Trace its behavior for both uses. Depending on how you wrote it, one use\ will require many more steps )Tj +T* +(than the other. Write two predicates, one called grandparent/2 and one c\ alled grandchild/2. Order the )Tj +T* +(goals in each so that they are efficient for their intended uses. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(12- Write a rule item_quantity/2 that is used to find the inventory leve\ l of a named item. This shields the )Tj +0 -1.2 TD +(user of this predicate from having to deal with the item numbers. )Tj +0 -2.557 TD +(13- Write a rule that produces an inventory report using the item_quanti\ ty/2 predicate. It should display )Tj +0 -1.2 TD +(the name of the item and the quantity on hand. It should also always suc\ ceed. It will be similar to )Tj +T* +(list_things/2. )Tj +0 -2.557 TD +(14- Write a rule which defines a good customer. You might want to identi\ fy different cases of a good )Tj +0 -1.2 TD +(customer. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Expert Systems)Tj +/T1_0 1 Tf +0 -2.54 TD +(Expert systems are often called rule-based systems. The rules are "rules\ of thumb" used by experts to )Tj +0 -1.2 TD +(solve certain problems. The expert system includes an )Tj +/T1_3 1 Tf +(inference engine)Tj +/T1_0 1 Tf +(, which knows how to use the )Tj +T* +(rules. )Tj +0 -2.557 TD +(There are many kinds of inference engines and knowledge representation t\ echniques that are used in )Tj +0 -1.2 TD +(expert systems. Prolog is an excellent language for building any kind of\ expert system. However, certain )Tj +ET +EMC +Q + +endstream endobj 600 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(types of expert systems can be built directly using Prolog's native rule\ s. These systems are called )Tj +/T1_1 1 Tf +0 -1.2 TD +(structured selection)Tj +/T1_0 1 Tf +( systems. )Tj +0 -2.557 TD +(The code listing for 'birds' in the appendix contains a sample system th\ at can be used to identify birds. )Tj +0 -1.2 TD +(You will be asked to build a similar system in the exercises. It can ide\ ntify anything, from animals to )Tj +T* +(cars to diseases. )Tj +0 -2.557 TD +(15- Decide what kind of expert system you would like to build, and add a\ few initial identification rules. )Tj +0 -1.2 TD +(For example, a system to identify house pets might have these rules. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(pet\(dog\):- size\(medium\), noise\(woof\).)Tj +T* +(pet\(cat\):- size\(medium\), noise\(meow\).)Tj +T* +(pet\(mouse\):- size\(small\), noise\(squeak\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(16- For now, we can use these rules by putting the known facts in the lo\ gicbase. For example, if we add )Tj +T* +(size\(medium\) and noise\(meow\) and then pose the query pet\(X\) we wil\ l find X=cat. )Tj +0 -2.557 TD +(Many Prologs allow clauses to be entered directly at the listener prompt\ , which makes using this expert )Tj +0 -1.2 TD +(system a little easier. The presence of the neck symbol \(:-\) signals t\ o the listener that the input is a clause )Tj +T* +(to be added. So to add facts directly to the listener workspace, they mu\ st be made into rules, as follows. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- size\(medium\) :- true.)Tj +T* +(recorded)Tj +0 -2.4 TD +(?- noise\(meow\) :- true.)Tj +0 -1.2 TD +(recorded)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Jumping ahead, you can also use assert/1 like this )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- assert\(size\(medium\)\).)Tj +T* +(yes)Tj +T* +(?- assert\(noise\(meow\)\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These examples use the predicates in the general form attribute\(value\)\ . In this simple example, the pet )Tj +T* +(attribute is deduced. The size and noise attributes must be given. )Tj +0 -2.557 TD +(17- Improve the expert system by having it ask for the attribute/values \ it can't deduce. We do this by )Tj +0 -1.2 TD +(first adding the rules )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(size\(X\):- ask\(size, X\).)Tj +T* +(noise\(X\):- ask\(noise, X\).)Tj +ET +EMC +Q + +endstream endobj 601 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(5)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Rules)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We said earlier a predicate is defined by clauses, which may be facts or\ rules. A rule is no more than a )Tj +0 -1.2 TD +(stored query. Its syntax is )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(head :- body.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(where )Tj +0 -2.557 TD +(head )Tj +2.857 -1.2 Td +(a predicate definition \(just like a fact\) )Tj +-2.857 -1.2 Td +(:- )Tj +2.857 -1.2 Td +(the )Tj +/T1_3 1 Tf +(neck)Tj +/T1_0 1 Tf +( symbol, sometimes read as "if" )Tj +-2.857 -1.2 Td +(body )Tj +2.857 -1.2 Td +(one or more goals \(a query\) )Tj +-2.857 -2.557 Td +(For example, the compound query that finds out where the good things to \ eat are can be stored as a rule )Tj +0 -1.2 TD +(with the predicate name where_food/2. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(where_food\(X,Y\) :- )Tj +T* +( location\(X,Y\),)Tj +T* +( edible\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It states "There is something X to eat in room Y if X is located in Y, a\ nd X is edible." )Tj +0 -2.557 TD +(We can now use the new rule directly in a query to find things to eat in\ a room. As before, the semicolon )Tj +0 -1.2 TD +(\(;\) after an answer is used to find all the answers. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- where_food\(X, kitchen\).)Tj +0 -1.2 TD +(X = apple ;)Tj +T* +(X = crackers ;)Tj +T* +(no)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(1 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 602 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(?- where_food\(Thing, 'dining room'\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Or it can check on specific things. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- where_food\(apple, kitchen\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Or it can tell us everything. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- where_food\(Thing, Room\).)Tj +0 -1.2 TD +(Thing = apple)Tj +T* +(Room = kitchen ;)Tj +0 -2.4 TD +(Thing = crackers)Tj +0 -1.2 TD +(Room = kitchen ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Just as we had multiple facts defining a predicate, we can have multiple\ rules for a predicate. For )Tj +T* +(example, we might want to have the broccoli included in where_food/2. \(\ Prolog doesn't have an opinion )Tj +T* +(on whether or not broccoli is legitimate food. It just matches patterns.\ \) To do this we add another )Tj +T* +(where_food/2 clause for things that 'taste_yucky.' )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(where_food\(X,Y\) :-)Tj +T* +( location\(X,Y\),)Tj +T* +( edible\(X\).)Tj +0 -1.2 TD +(where_food\(X,Y\) :-)Tj +T* +( location\(X,Y\),)Tj +T* +( tastes_yucky\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now the broccoli shows up when we use the semicolon \(;\) to ask for eve\ rything. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- where_food\(X, kitchen\).)Tj +T* +(X = apple ;)Tj +T* +(X = crackers ;)Tj +T* +(X = broccoli ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Until this point, when we have seen Prolog try to satisfy goals by searc\ hing the clauses of a predicate, all )Tj +T* +(of the clauses have been facts. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 41.0457 Tm +(How Rules Work )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(2 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 603 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 734.7909 Tm +(With rules, Prolog unifies the goal pattern with the head of the clause.\ If unification succeeds, then )Tj +0 -1.2 TD +(Prolog initiates a new query using the goals in the body of the clause. \ )Tj +0 -2.557 TD +(Rules, in effect, give us multiple levels of queries. The first level is\ composed of the original goals. The )Tj +0 -1.2 TD +(next level is a new query composed of goals found in the body of a claus\ e from the first level. )Tj +0 -2.557 TD +(Each level can create even deeper levels. Theoretically, this could cont\ inue forever. In practice it can )Tj +0 -1.2 TD +(continue until the listener runs out of space. )Tj +0 -2.557 TD +(Figure 5.1 shows the control flow after the head of a rule has been matc\ hed. Notice how backtracking )Tj +0 -1.2 TD +(from the third goal of the first level now goes into the second level. )Tj +ET +q +239 0 0 166 10 370.41539 cm +/Im0 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 339.3909 Tm +(Figure 5.1. Control flow with rules )Tj +0 -2.557 TD +(In this example, the middle goal on the first level succeeds or fails if\ its body succeeds or fails. When )Tj +0 -1.2 TD +(entered from the right \(redo\) the goal reenters its body query from th\ e right \(redo\). When the query fails, )Tj +0 -1.2 TD +(the next clause of the first-level goal is tried, and if the next clause\ is also a rule, the process is repeated )Tj +T* +(with the second clause's body. )Tj +0 -2.557 TD +(As always with Prolog, these relationships become clearer by studying a \ trace. Figure 5.2 contains the )Tj +0 -1.2 TD +(annotated trace of the where_food/2 query. Notice the appearance of a tw\ o-part number. The first part of )Tj +T* +(the number indicates the query level. The second part indicates the numb\ er of the goal within the query, )Tj +T* +(as before. The parenthetical number is the clause number. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(means the exit occurred at the second level, first goal using clause num\ ber seven. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(3 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 604 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +602 766 l +601 765 l +11 765 l +h +f +10 766 m +10 36 l +11 36 l +11 765 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 765 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 763 m +599 763 l +598 762 l +14 762 l +h +f +13 763 m +13 36 l +14 36 l +14 762 l +h +f +0.949 0.945 0.935 rg +599 763 m +599 36 l +598 36 l +598 762 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 17 746.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- where_food\(X, kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(First the clauses of where_food/2 are searched.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 CALL where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The pattern matches the head of the first clause, and while it is not at\ a port, the trace could inform us )Tj +0 -1.2 TD +(of the clause it is working on.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 try \(1\) where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The body of the first clause is then set up as a query, and the trace co\ ntinues.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(From this point the trace proceeds exactly as it did for the compound qu\ ery in the previous chapter.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 EXIT \(2\) location\(apple, kitchen\))Tj +0 -1.2 TD +( 2-2 CALL edible\(apple\))Tj +T* +( 2-2 EXIT \(1\) edible\(apple\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Since the body has succeeded, the goal from the previous \(first\) level\ succeeds.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 EXIT \(1\) where_food\(apple, kitchen\))Tj +0 -1.2 TD +( X = apple ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking goes from the first-level goal, into the second level, proc\ eeding as before.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO where_food\(X, kitchen\))Tj +0 -1.2 TD +( 2-2 REDO edible\(apple\))Tj +T* +( 2-2 FAIL edible\(apple\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 EXIT \(6\) location\(broccoli, kitchen\))Tj +T* +( 2-2 CALL edible\(broccoli\))Tj +T* +( 2-2 FAIL edible\(broccoli\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +T* +( 2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +T* +( 2-2 CALL edible\(crackers\))Tj +T* +( 2-2 EXIT \(2\) edible\(crackers\))Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(4 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 605 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 735.1756 Tm +(For now, ask/2 will simply check with the user to see if an attribute/va\ lue pair is true or false. It will use )Tj +0 -1.2 TD +(the built-in predicate read/1 which reads a Prolog term \(ending in a pe\ riod of course\). )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(ask\(Attr, Val\):-)Tj +T* +( write\(Attr\),tab\(1\),write\(Val\),)Tj +T* +( tab\(1\),write\('\(yes/no\)'\),write\(?\),)Tj +T* +( read\(X\),)Tj +T* +( X = yes.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The last goal, X = yes, attempts to unify X and yes. If yes was read, th\ en it succeeds, otherwise, it fails. )Tj +/T1_2 1 Tf +12.9231 0 0 12.9231 10 544.7005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(14 of 14\)11/3/2006 \ 7:05:20 PM)Tj +ET +EMC + +endstream endobj 606 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 36 l +598 36 l +598 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +(1-1 EXIT \(1\) where_food\(crackers, kitchen\))Tj +0 -1.2 TD +( X = crackers ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Now any attempt to backtrack into the query will result in no more answe\ rs, and the query will fail.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 REDO edible\(crackers\))Tj +0 -1.2 TD +( 2-2 FAIL edible\(crackers\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +0 -1.2 TD +( 2-1 FAIL location\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(This causes the listener to look for other clauses whose heads match the\ query pattern. In our )Tj +0 -1.2 TD +(example, the second clause of where_food/2 also matches the query patter\ n.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Again, although traces usually don't tell us so, it is building a query \ from the body of the second )Tj +0 -1.2 TD +(clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 try \(2\) where_food\(X, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Now the second query proceeds as normal, finding the broccoli, which tas\ tes_yucky.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL location\(X, kitchen\))Tj +0 -1.2 TD +( 2-1 EXIT \(2\) location\(apple, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(apple\))Tj +T* +( 2-2 FAIL tastes_yucky\(apple\))Tj +T* +( 2-1 REDO location\(X, kitchen\))Tj +0 -1.2 TD +( 2-1 EXIT \(6\) location\(broccoli, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(broccoli\))Tj +T* +( 2-2 EXIT \(1\) tastes_yucky\(broccoli\))Tj +T* +(1-1 EXIT \(2\) where_food\(broccoli, kitchen\))Tj +T* +( X = broccoli ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking brings us to the ultimate no, as there are no more where_fo\ od/2 clauses to try.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 REDO tastes_yucky\(broccoli\))Tj +0 -1.2 TD +( 2-2 FAIL tastes_yucky\(broccoli\))Tj +T* +( 2-1 REDO location\(X,kitchen\))Tj +T* +( 2-1 EXIT \(7\) location\(crackers, kitchen\))Tj +T* +( 2-2 CALL tastes_yucky\(crackers\))Tj +T* +( 2-2 FAIL tastes_yucky\(crackers\))Tj +T* +( 2-2 REDO location\(X, kitchen\))Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(5 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 607 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 672.8 l +11 673.8 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 672.8 l +601 673.8 l +601 766 l +h +f +10 672.8 m +602 672.8 l +601 673.8 l +11 673.8 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 675.8 l +14 676.8 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 675.8 l +598 676.8 l +598 766 l +h +f +13 675.8 m +599 675.8 l +598 676.8 l +14 676.8 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( 2-2 FAIL location\(X, kitchen\))Tj +0 -1.2 TD +(1-1 REDO where_food\(X, kitchen\))Tj +T* +(1-1 FAIL where_food\(X, kitchen\))Tj +0 -1.2 TD +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 5.2. Trace of a query with rules )Tj +0 -2.557 TD +(It is important to understand the relationship between the first-level a\ nd second-level variables in this )Tj +0 -1.2 TD +(query. These are independent variables, that is, the X in the query is n\ ot the same as the X that shows up )Tj +T* +(in the body of the where_food/2 clauses, values for both happen to be eq\ ual due to unification. )Tj +0 -2.557 TD +(To better understand the relationship, we will slowly step through the p\ rocess of transferring control. )Tj +0 -1.2 TD +(Subscripts identify the variable levels. )Tj +0 -2.557 TD +(The goal in the query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- where_food\(X1, kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The head of the first clause is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(where_food\(X2, Y2\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Remember the 'sleeps' example in chapter 3 where a query with a variable\ was unified with a fact with a )Tj +0 -1.2 TD +(variable? Both variables were set to be equal to each other. This is exa\ ctly what happens here. This )Tj +T* +(might be implemented by setting both variables to a common internal vari\ able. If either one takes on a )Tj +T* +(new value, both take on a new value. )Tj +0 -2.557 TD +(So, after unification between the goal and the head, the variable bindin\ gs are )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X1 = _01)Tj +0 -1.2 TD +(X2 = _01)Tj +T* +(Y2 = kitchen)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The second-level query is built from the body of the clause, using these\ bindings. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(location\(_01, kitchen\), edible\(_01\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When internal variable _01 takes on a value, such as 'apple,' both X's t\ hen take on the same value. This )Tj +T* +(is fundamentally different from the assignment statements that set varia\ ble values in most computer )Tj +T* +(languages. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(6 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 608 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 1 rg +BT +/T1_1 1 Tf +16.1538 0 0 16.1538 10 736.2457 Tm +(Using Rules )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 699.9909 Tm +(Using rules, we can solve the problem of the one-way doors. We can defin\ e a new two-way predicate )Tj +0 -1.2 TD +(with two clauses, called connect/2. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(connect\(X,Y\) :- door\(X,Y\).)Tj +0 -1.2 TD +(connect\(X,Y\) :- door\(Y,X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It says "Room X is connected to a room Y if there is a door from X to Y,\ or if there is a door from Y to )Tj +0 -1.2 TD +(X." Note the implied 'or' between clauses. Now connect/2 behaves the way\ we would like. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- connect\(kitchen, office\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- connect\(office, kitchen\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can list all the connections \(which is twice the number of doors\) w\ ith a general query. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- connect\(X,Y\).)Tj +T* +(X = office)Tj +T* +(Y = hall ;)Tj +0 -2.4 TD +(X = kitchen)Tj +0 -1.2 TD +(Y = office ;)Tj +T* +(...)Tj +T* +(X = hall)Tj +T* +(Y = office ;)Tj +0 -2.4 TD +(X = office)Tj +0 -1.2 TD +(Y = kitchen ;)Tj +T* +(...)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(With our current understanding of rules and built-in predicates we can n\ ow add more rules to Nani )Tj +T* +(Search. We will start with look/0, which will tell the game player where\ he or she is, what things are in )Tj +T* +(the room, and which rooms are adjacent. )Tj +0 -2.557 TD +(To begin with, we will write list_things/1, which lists the things in a \ room. It uses the technique )Tj +0 -1.2 TD +(developed at the end of chapter 4 to loop through all the pertinent fact\ s. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(list_things\(Place\) :- )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(7 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 609 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +( location\(X, Place\),)Tj +0 -1.2 TD +( tab\(2\),)Tj +T* +( write\(X\),)Tj +0 -1.2 TD +( nl,)Tj +0 -1.2 TD +( fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We use it like this. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- list_things\(kitchen\).)Tj +0 -1.2 TD +( apple)Tj +T* +( broccoli)Tj +T* +( crackers)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(There is one small problem with list_things/1. It gives us the list, but\ it always fails. This is all right if )Tj +T* +(we call it by itself, but we won't be able to use it in conjunction with\ other rules that follow it \(to the )Tj +T* +(right as illustrated in our diagrams\). We can fix this problem by addin\ g a second list_things/1 clause )Tj +T* +(which always succeeds. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(list_things\(Place\) :-)Tj +T* +( location\(X, Place\),)Tj +T* +( tab\(2\),)Tj +T* +( write\(X\),)Tj +T* +( nl,)Tj +T* +( fail.)Tj +T* +(list_things\(AnyPlace\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now when the first clause fails \(because there are no more location/2s \ to try\) the second list_things/1 )Tj +0 -1.2 TD +(clause will be tried. Since its argument is a variable it will successfu\ lly match with anything, causing )Tj +T* +(list_things/1 to always succeed and leave through the 'exit' port. )Tj +0 -2.557 TD +(As with the second clause of list_things/1, it is often the case that we\ do not care what the value of a )Tj +0 -1.2 TD +(variable is, it is simply a place marker. For these situations there is \ a special variable called the )Tj +/T1_2 1 Tf +T* +(anonymous variable)Tj +/T1_0 1 Tf +(, represented as an underscore \(_\). For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(list_things\(_\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next we will write list_connections/1, which lists connecting rooms. Sin\ ce rules can refer to other rules, )Tj +T* +(as well as to facts, we can write list_connections/1 just like list_thin\ gs/1 by using the connection/2 rule. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(list_connections\(Place\) :-)Tj +T* +( connect\(Place, X\),)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(8 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 610 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +( tab\(2\),)Tj +0 -1.2 TD +( write\(X\),)Tj +T* +( nl,)Tj +0 -1.2 TD +( fail.)Tj +0 -1.2 TD +(list_connections\(_\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Trying it gives us )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- list_connections\(hall\).)Tj +0 -1.2 TD +( dining room)Tj +T* +( office)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now we are ready to write look/0. The single fact here\(kitchen\) tells \ us where we are in the game. \(In )Tj +T* +(chapter 7 we will see how to move about the game by dynamically changing\ here/1.\) We can use it with )Tj +T* +(the two list predicates to write the full look/0. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(look :-)Tj +T* +( here\(Place\),)Tj +T* +( write\('You are in the '\), write\(Place\), nl,)Tj +T* +( write\('You can see:'\), nl,)Tj +T* +( list_things\(Place\),)Tj +T* +( write\('You can go to:'\), nl,)Tj +T* +( list_connections\(Place\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Given we are in the kitchen, this is how it works. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- look.)Tj +0 -1.2 TD +(You are in the kitchen)Tj +T* +(You can see:)Tj +T* +( apple)Tj +T* +( broccoli)Tj +T* +( crackers)Tj +T* +(You can go to:)Tj +T* +( office)Tj +T* +( cellar)Tj +T* +( dining room)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We now have an understanding of the fundamentals of Prolog, and it is wo\ rth summarizing what we )Tj +T* +(have learned so far. We have seen the following about rules in Prolog. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(9 of 14\)11/3/2006 7\ :05:20 PM)Tj +ET +EMC + +endstream endobj 611 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +7 0 0 7 35.713 753.9756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 753.9756 Tm +(A Prolog program is a logicbase of interrelated facts and rules. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 737.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 737.1756 Tm +(The rules communicate with each other through unification, Prolog's buil\ t-in pattern matcher. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 720.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 720.3755 Tm +(The rules communicate with the user through built-in predicates such as \ write/1. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 703.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 703.5756 Tm +(The rules can be queried \(called\) individually from the listener. )Tj +-2.857 -2.557 Td +(We have seen the following about Prolog's control flow. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 631.9756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 631.9756 Tm +(The execution behavior of the rules is controlled by Prolog's built-in b\ acktracking search )Tj +0 -1.2 TD +(mechanism. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 598.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 598.3755 Tm +(We can force backtracking with the built-in predicate fail. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 581.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 581.5756 Tm +(We can force success of a predicate by adding a final clause with dummy \ variables as arguments )Tj +T* +(and no body. )Tj +-2.857 -2.557 Td +(We now understand the following aspects of Prolog programming. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 493.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 493.1756 Tm +(Facts in the logicbase \(locations, doors, etc.\) replace conventional d\ ata definition. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 476.3755 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 476.3755 Tm +(The backtracking search \(list_things/1\) replaces the coding of many lo\ oping constructs. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 459.5756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 459.5756 Tm +(Passing of control through pattern matching \(connect/2\) replaces condi\ tional test and branch )Tj +T* +(structures. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 425.9756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 425.9756 Tm +(The rules can be tested individually, encouraging modular program develo\ pment. )Tj +/T1_1 1 Tf +7 0 0 7 35.713 409.1756 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 409.1756 Tm +(Rules that call rules encourage the programming practices of procedure a\ bstraction and data )Tj +T* +(abstraction. \(For example, look/0 doesn't know how list_things/1 works,\ or how the location data )Tj +T* +(is stored.\) )Tj +-2.857 -2.557 Td +(With this level of understanding, we can make a lot of progress on the e\ xercise applications. Take some )Tj +0 -1.2 TD +(time to work with the programs to consolidate your understanding before \ moving on to the following )Tj +T* +(chapters. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 268.2457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 231.7484 Tm +(Nonsense Prolog)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Consider the following Prolog logicbase. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(a\(a1,1\).)Tj +0 -1.2 TD +(a\(A,2\).)Tj +T* +(a\(a3,N\). )Tj +0 -2.4 TD +(b\(1,b1\).)Tj +0 -1.2 TD +(b\(2,B\).)Tj +T* +(b\(N,b3\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(10 of 14\)11/3/2006 \ 7:05:20 PM)Tj +ET +EMC + +endstream endobj 612 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(c\(X,Y\) :- a\(X,N\), b\(N,Y\).)Tj +0 -2.4 TD +(d\(X,Y\) :- a\(X,N\), b\(Y,N\).)Tj +0 -1.2 TD +(d\(X,Y\) :- a\(N,X\), b\(N,Y\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Predict the answers to the following queries, then check them with Prolo\ g, tracing. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(X,2\).)Tj +0 -2.4 TD +(?- b\(X,kalamazoo\).)Tj +T* +(?- c\(X,b3\).)Tj +0 -1.2 TD +(?- c\(X,Y\).)Tj +0 -2.4 TD +(?- d\(X,Y\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.57 Td +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(2- Experiment with the various rules that were developed during this cha\ pter, tracing them all. )Tj +0 -2.557 TD +(3- Write look_in/1 for Nani Search. It should list the things located in\ its argument. For example, look_in)Tj +0 -1.2 TD +(\(desk\) should list the contents of the desk. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Build rules for the various family relationships that were developed \ as queries in the last chapter. For )Tj +0 -1.2 TD +(example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(mother\(M,C\):-)Tj +T* +( parent\(M,C\),)Tj +T* +( female\(M\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(5- Build a rule for siblings. You will probably find your rule lists an \ individual as his/her own sibling. )Tj +T* +(Use trace to figure out why. )Tj +0 -2.557 TD +(6- We can fix the problem of individuals being their own siblings by usi\ ng the built-in predicate that )Tj +0 -1.2 TD +(succeeds if two values are unequal, and fails if they are the same. The \ predicate is \\=\(X,Y\). Jumping )Tj +T* +(ahead a bit \(to operator definitions in chapter 12\), we can also write\ it in the form X \\= Y. )Tj +0 -2.557 TD +(7- Use the sibling predicate to define additional rules for brothers, si\ sters, uncles, aunts, and cousins. )Tj +T* +(8- If we want to represent marriages in the family logicbase, we run int\ o the two-way door problem we )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(11 of 14\)11/3/2006 \ 7:05:20 PM)Tj +ET +EMC + +endstream endobj 613 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 751.9756 Tm +(encountered in Nani Search. Unlike parent/2, which has two arguments wit\ h distinct meanings, )Tj +0 -1.2 TD +(married/2 can have the arguments reversed without changing the meaning. \ )Tj +0 -2.557 TD +(Using the Nani Search door/2 predicate as an example, add some basic fam\ ily data with a spouse/2 )Tj +0 -1.2 TD +(predicate. Then write the predicate married/2 using connect/2 as a model\ . )Tj +0 -2.557 TD +(9- Use the new married predicate to add rules for uncles and aunts that \ get uncles and aunts by marriage )Tj +0 -1.2 TD +(as well as by blood. You should have two rules for each of these relatio\ nships, one for the blood case )Tj +T* +(and one for the marriage case. Use trace to follow their behavior. )Tj +0 -2.557 TD +(10- Explore other relationships, such as those between in-laws. )Tj +T* +(11- Write a predicate for grandparent/2. Use it to find both a grandpare\ nt and a grandchild. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(grandparent\(someone, X\).)Tj +0 -1.2 TD +(grandparent\(X, someone\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Trace its behavior for both uses. Depending on how you wrote it, one use\ will require many more steps )Tj +T* +(than the other. Write two predicates, one called grandparent/2 and one c\ alled grandchild/2. Order the )Tj +T* +(goals in each so that they are efficient for their intended uses. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(12- Write a rule item_quantity/2 that is used to find the inventory leve\ l of a named item. This shields the )Tj +0 -1.2 TD +(user of this predicate from having to deal with the item numbers. )Tj +0 -2.557 TD +(13- Write a rule that produces an inventory report using the item_quanti\ ty/2 predicate. It should display )Tj +0 -1.2 TD +(the name of the item and the quantity on hand. It should also always suc\ ceed. It will be similar to )Tj +T* +(list_things/2. )Tj +0 -2.557 TD +(14- Write a rule which defines a good customer. You might want to identi\ fy different cases of a good )Tj +0 -1.2 TD +(customer. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Expert Systems)Tj +/T1_0 1 Tf +0 -2.54 TD +(Expert systems are often called rule-based systems. The rules are "rules\ of thumb" used by experts to )Tj +0 -1.2 TD +(solve certain problems. The expert system includes an )Tj +/T1_3 1 Tf +(inference engine)Tj +/T1_0 1 Tf +(, which knows how to use the )Tj +T* +(rules. )Tj +0 -2.557 TD +(There are many kinds of inference engines and knowledge representation t\ echniques that are used in )Tj +0 -1.2 TD +(expert systems. Prolog is an excellent language for building any kind of\ expert system. However, certain )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(12 of 14\)11/3/2006 \ 7:05:20 PM)Tj +ET +EMC + +endstream endobj 614 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Rules)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(types of expert systems can be built directly using Prolog's native rule\ s. These systems are called )Tj +/T1_1 1 Tf +0 -1.2 TD +(structured selection)Tj +/T1_0 1 Tf +( systems. )Tj +0 -2.557 TD +(The code listing for 'birds' in the appendix contains a sample system th\ at can be used to identify birds. )Tj +0 -1.2 TD +(You will be asked to build a similar system in the exercises. It can ide\ ntify anything, from animals to )Tj +T* +(cars to diseases. )Tj +0 -2.557 TD +(15- Decide what kind of expert system you would like to build, and add a\ few initial identification rules. )Tj +0 -1.2 TD +(For example, a system to identify house pets might have these rules. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(pet\(dog\):- size\(medium\), noise\(woof\).)Tj +T* +(pet\(cat\):- size\(medium\), noise\(meow\).)Tj +T* +(pet\(mouse\):- size\(small\), noise\(squeak\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(16- For now, we can use these rules by putting the known facts in the lo\ gicbase. For example, if we add )Tj +T* +(size\(medium\) and noise\(meow\) and then pose the query pet\(X\) we wil\ l find X=cat. )Tj +0 -2.557 TD +(Many Prologs allow clauses to be entered directly at the listener prompt\ , which makes using this expert )Tj +0 -1.2 TD +(system a little easier. The presence of the neck symbol \(:-\) signals t\ o the listener that the input is a clause )Tj +T* +(to be added. So to add facts directly to the listener workspace, they mu\ st be made into rules, as follows. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- size\(medium\) :- true.)Tj +T* +(recorded)Tj +0 -2.4 TD +(?- noise\(meow\) :- true.)Tj +0 -1.2 TD +(recorded)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Jumping ahead, you can also use assert/1 like this )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- assert\(size\(medium\)\).)Tj +0 -1.2 TD +(yes)Tj +T* +(?- assert\(noise\(meow\)\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These examples use the predicates in the general form attribute\(value\)\ . In this simple example, the pet )Tj +T* +(attribute is deduced. The size and noise attributes must be given. )Tj +0 -2.557 TD +(17- Improve the expert system by having it ask for the attribute/values \ it can't deduce. We do this by )Tj +0 -1.2 TD +(first adding the rules )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(size\(X\):- ask\(size, X\).)Tj +T* +(noise\(X\):- ask\(noise, X\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a5rules.htm \(13 of 14\)11/3/2006 \ 7:05:20 PM)Tj +ET +EMC + +endstream endobj 615 0 obj(Rules) endobj 616 0 obj<> endobj 617 0 obj(http://www.amzi.com/AdventureInProlog/a5rules.htm) endobj 618 0 obj(G$T ) endobj 619 0 obj<> endobj 620 0 obj<> endobj 621 0 obj(7{^?, /) endobj 622 0 obj 3 endobj 623 0 obj 1 endobj 624 0 obj<> endobj 625 0 obj<> endobj 626 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 627 0 obj[626 0 R/XYZ 0 766.0 null] endobj 628 0 obj<><>]/P 10 0 R/S/Article/T()/Pg 626 0 R>> endobj 629 0 obj[628 0 R] endobj 630 0 obj<>/A<>/Border[0 0 0]>> endobj 631 0 obj[630 0 R] endobj 632 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 633 0 obj[628 0 R] endobj 634 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 635 0 obj[628 0 R] endobj 636 0 obj[634 0 R/XYZ 0 663.0 null] endobj 637 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Arithmetic)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(6)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Arithmetic)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Prolog must be able to handle arithmetic in order to be a useful general\ purpose programming language. )Tj +0 -1.2 TD +(However, arithmetic does not fit nicely into the logical scheme of thing\ s. )Tj +0 -2.557 TD +(That is, the concept of evaluating an arithmetic expression is in contra\ st to the straight pattern matching )Tj +0 -1.2 TD +(we have seen so far. For this reason, Prolog provides the built-in predi\ cate 'is' that evaluates arithmetic )Tj +T* +(expressions. Its syntax calls for the use of operators, which will be de\ scribed in more detail in chapter )Tj +T* +(12. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(X is )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The variable X is set to the value of the arithmetic expression. On back\ tracking it is unassigned. )Tj +0 -2.557 TD +(The arithmetic expression looks like an arithmetic expression in any oth\ er programming language. )Tj +T* +(Here is how to use Prolog as a calculator. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- X is 2 + 2.)Tj +0 -1.2 TD +(X = 4)Tj +0 -2.4 TD +(?- X is 3 * 4 + 2.)Tj +0 -1.2 TD +(X = 14)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Parentheses clarify precedence. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- X is 3 * \(4 + 2\).)Tj +T* +(X = 18)Tj +0 -2.4 TD +(?- X is \(8 / 4\) / 2.)Tj +0 -1.2 TD +(X = 1)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In addition to 'is,' Prolog provides a number of operators that compare \ two numbers. These include )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a6arith.htm \(1 of 3\)11/3/2006 7:\ 05:23 PM)Tj +ET +EMC + +endstream endobj 638 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Arithmetic)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +('greater than', 'less than', 'greater or equal than', and 'less or equal\ than.' They behave more logically, and )Tj +0 -1.2 TD +(succeed or fail according to whether the comparison is true or false. No\ tice the order of the symbols in )Tj +T* +(the greater or equal than and less than or equal operators. They are spe\ cifically constructed not to look )Tj +T* +(like an arrow, so that you can use arrow symbols in your programs withou\ t confusion. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X > Y)Tj +T* +(X < Y)Tj +T* +(X >= Y)Tj +T* +(X =< Y)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here are a few examples of their use. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- 4 > 3.)Tj +T* +(yes)Tj +0 -2.4 TD +(?- 4 < 3.)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- X is 2 + 2, X > 3.)Tj +0 -1.2 TD +(X = 4)Tj +0 -2.4 TD +(?- X is 2 + 2, 3 >= X.)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- 3+4 > 3*2.)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(They can be used in rules as well. Here are two example predicates. One \ converts centigrade )Tj +T* +(temperatures to Fahrenheit, the other checks if a temperature is below f\ reezing. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(c_to_f\(C,F\) :-)Tj +T* +( F is C * 9 / 5 + 32.)Tj +0 -2.4 TD +(freezing\(F\) :-)Tj +0 -1.2 TD +( F =< 32.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here are some examples of their use. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- c_to_f\(100,X\).)Tj +T* +(X = 212)Tj +T* +(yes)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a6arith.htm \(2 of 3\)11/3/2006 7:\ 05:23 PM)Tj +ET +EMC + +endstream endobj 639 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Arithmetic)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(?- freezing\(15\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- freezing\(45\).)Tj +0 -1.2 TD +(no)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 648.8457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 612.3484 Tm +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Write a predicate valid_order/3 that checks whether a customer order \ is valid. The arguments should )Tj +0 -1.2 TD +(be customer, item, and quantity. The predicate should succeed only if th\ e customer is a valid customer )Tj +T* +(with a good credit rating, the item is in stock, and the quantity ordere\ d is less than the quantity in stock. )Tj +0 -2.557 TD +(2- Write a reorder/1 predicate which checks inventory levels in the inve\ ntory record against the reorder )Tj +0 -1.2 TD +(quantity in the item record. It should write a message indicating whethe\ r or not it's time to reorder. )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 455.7159 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a6arith.htm \(3 of 3\)11/3/2006 7:\ 05:23 PM)Tj +ET +EMC + +endstream endobj 640 0 obj(Arithmetic) endobj 641 0 obj<> endobj 642 0 obj(http://www.amzi.com/AdventureInProlog/a6arith.htm) endobj 643 0 obj(Drdy?0TMa) endobj 644 0 obj<> endobj 645 0 obj<> endobj 646 0 obj(ưqmX? ) endobj 647 0 obj 4 endobj 648 0 obj<> endobj 649 0 obj<> endobj 650 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 651 0 obj[650 0 R/XYZ 0 766.0 null] endobj 652 0 obj<><><><><>]/P 10 0 R/S/Article/T()/Pg 650 0 R>> endobj 653 0 obj[652 0 R] endobj 654 0 obj<>/A<>/Border[0 0 0]>> endobj 655 0 obj[654 0 R] endobj 656 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 657 0 obj<> endobj 658 0 obj[652 0 R] endobj 659 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 660 0 obj[652 0 R] endobj 661 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 662 0 obj[652 0 R] endobj 663 0 obj[661 0 R/XYZ 0 83.2 null] endobj 664 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 665 0 obj[652 0 R] endobj 666 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 667 0 obj[652 0 R] endobj 668 0 obj<> endobj 669 0 obj<> endobj 670 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(7)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Managing Data)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We have seen that a Prolog program is a logicbase of predicates, and so \ far we have entered clauses for )Tj +0 -1.2 TD +(those predicates directly in our programs. Prolog also allows us to mani\ pulate the logicbase directly and )Tj +T* +(provides built-in predicates to perform this function. The main ones are\ )Tj +0 -2.557 TD +(asserta\(X\) )Tj +2.857 -1.2 Td +(Adds the clause X as the first clause for its predicate. Like the other \ I/O predicates, it always fails )Tj +0 -1.2 TD +(on backtracking and does not undo its work. )Tj +-2.857 -1.2 Td +(assertz\(X\) )Tj +2.857 -1.2 Td +(Same as asserta/1, only it adds the clause X as the last clause for its \ predicate. )Tj +-2.857 -1.2 Td +(retract\(X\) )Tj +2.857 -1.2 Td +(Removes the clause X from the logicbase, again with a permanent effect t\ hat is not undone on )Tj +T* +(backtracking. )Tj +-2.857 -2.557 Td +(The ability to manipulate the logicbase is obviously an important featur\ e for Nani Search. With it we can )Tj +T* +(dynamically change the location of the player, as well as the stuff that\ has been picked up and moved. )Tj +0 -2.557 TD +(We will first develop goto/1, which moves the player from one room to an\ other. It will be developed )Tj +0 -1.2 TD +(from the top down, in contrast to look/0 which was developed from the bo\ ttom up. )Tj +0 -2.557 TD +(When the player enters the command goto, we first check if they can go t\ o the place and if so move )Tj +0 -1.2 TD +(them so they can look around the new place. Starting from this descripti\ on of goto/1, we can write the )Tj +T* +(main predicate. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(goto\(Place\):- )Tj +T* +( can_go\(Place\),)Tj +T* +( move\(Place\),)Tj +T* +( look.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next we fill in the details. We can go to a room if it connects to where\ we are. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(can_go\(Place\):- )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(1 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 671 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +( here\(X\),)Tj +0 -1.2 TD +( connect\(X, Place\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can test can_go/1 immediately \(assuming we are in the kitchen\). )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- can_go\(office\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- can_go\(hall\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now, can_go/1 succeeds and fails as we want it to, but it would be nice \ if it gave us a message when it )Tj +T* +(failed. By adding a second clause, which is tried if the first one fails\ , we can cause can_go/1 to write an )Tj +T* +(error message. Since we want can_go/1 to fail in this situation we also \ need to add a fail to the second )Tj +T* +(clause. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(can_go\(Place\):-)Tj +T* +( here\(X\),)Tj +T* +( connect\(X, Place\).)Tj +T* +(can_go\(Place\):-)Tj +T* +( write\('You can''t get there from here.'\), nl,)Tj +T* +( fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This version of can_go/1 behaves as we want. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- can_go\(hall\).)Tj +T* +(You can't get there from here.)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next we develop move/1, which does the work of dynamically updating the \ logicbase to reflect the new )Tj +T* +(location of the player. It retracts the old clause for here/1 and replac\ es it with a new one. This way there )Tj +T* +(will always be only one here/1 clause representing the current place. Be\ cause goto/1 calls can_go/1 )Tj +T* +(before move/1, the new here/1 will always be a legal place in the game. \ )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(move\(Place\):-)Tj +T* +( retract\(here\(X\)\),)Tj +T* +( asserta\(here\(Place\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now use goto/1 to explore the game environment. The output it gen\ erates is from look/0, which )Tj +T* +(we developed in chapter 5. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- goto\(office\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(2 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 672 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(You are in the office)Tj +0 -1.2 TD +(You can see:)Tj +T* +( desk)Tj +T* +( computer)Tj +T* +(You can go to:)Tj +T* +( hall)Tj +T* +( kitchen)Tj +T* +(yes)Tj +0 -2.4 TD +(?- goto\(hall\).)Tj +0 -1.2 TD +(You are in the hall)Tj +T* +(You can see:)Tj +T* +(You can go to:)Tj +T* +( dining room)Tj +T* +( office)Tj +T* +(yes)Tj +0 -2.4 TD +(?- goto\(kitchen\).)Tj +0 -1.2 TD +(You can't get there from here.)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We will also need 'asserta' and 'retract' to implement 'take' and 'put' \ commands in the game. )Tj +0 -2.557 TD +(Here is take/1. For it we will define a new predicate, have/1, which has\ one clause for each thing the )Tj +0 -1.2 TD +(game player has. Initially, have/1 is not defined because the player is \ not carrying anything. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(take\(X\):- )Tj +T* +( can_take\(X\),)Tj +T* +( take_object\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(can_take/1 is analogous to can_go/1. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(can_take\(Thing\) :-)Tj +T* +( here\(Place\),)Tj +T* +( location\(Thing, Place\).)Tj +T* +(can_take\(Thing\) :-)Tj +T* +( write\('There is no '\), write\(Thing\),)Tj +T* +( write\(' here.'\),)Tj +T* +( nl, fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(take_object/1 is analogous to move/1. It retracts a location/2 clause an\ d asserts a have/1 clause, )Tj +T* +(reflecting the movement of the object from the place to the player. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(3 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 673 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 746.1082 Tm +(take_object\(X\):- )Tj +0 -1.2 TD +( retract\(location\(X,_\)\),)Tj +T* +( asserta\(have\(X\)\),)Tj +T* +( write\('taken'\), nl.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(As we have seen, the variables in a clause are local to that clause. The\ re are no global variables in )Tj +T* +(Prolog, as there are in many other languages. The Prolog logicbase serve\ s that purpose. It allows all )Tj +T* +(clauses to share information on a wider basis, replacing the need for gl\ obal variables. 'asserts' and )Tj +T* +('retracts' are the tools used to manipulate this global data. )Tj +0 -2.557 TD +(As with any programming language, global data can be a powerful concept,\ easily overused. They )Tj +0 -1.2 TD +(should be used with care, since they hide the communication of informati\ on between clauses. The same )Tj +T* +(code will behave differently if the global data is changed. This can lea\ d to hard-to-find bugs. )Tj +0 -2.557 TD +(Eliminating global data and the 'assert' and 'retract' capabilities of P\ rolog is a goal of many logic )Tj +0 -1.2 TD +(programmers. It is possible to write Prolog programs without dynamically\ modifying the logicbase, thus )Tj +T* +(eliminating the problem of global variables. This is done by carrying th\ e information as arguments to the )Tj +T* +(predicates. In the case of an adventure game, the complete state of the \ game could be represented as )Tj +T* +(predicate arguments, with each command called with the current state and\ returning a new modified )Tj +T* +(state. This approach will be discussed in more detail in chapter 14. )Tj +0 -2.557 TD +(Although the database-like approach presented here may not be the purest\ method from a logical )Tj +0 -1.2 TD +(standpoint, it does allow for a very natural representation of this game\ application. )Tj +0 -2.557 TD +(Various Prologs provide varying degrees of richness in the area of logic\ base manipulation. The built-in )Tj +0 -1.2 TD +(versions are usually unaffected by backtracking. That is, like the other\ I/O predicates, they perform their )Tj +T* +(function when called and do nothing when entered from the redo port. )Tj +0 -2.557 TD +(Sometimes it is desirable to have a predicate retract its assertions whe\ n the redo port is entered. It is easy )Tj +0 -1.2 TD +(to write versions of 'assert' and 'retract' that undo their work on back\ tracking. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(backtracking_assert\(X\):- )Tj +T* +( asserta\(X\).)Tj +T* +(backtracking_assert\(X\):-)Tj +T* +( retract\(X\),fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The first time through, the first clause is executed. If a later goal fa\ ils, backtracking will cause the )Tj +T* +(second clause to be tried. It will undo the work of the first and fail, \ thus giving the desired effect. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 69.0457 Tm +(Exercises )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(4 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 674 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +14 0 0 14 10 753.733 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Write put/1 which retracts a have/1 clause and asserts a location/2 c\ lause in the current room. )Tj +0 -2.557 TD +(2- Write inventory/0 which lists the have/1 things. )Tj +T* +(3- Use goto/1, take/1, put/1, look/0, and inventory/0 to move about and \ examine the game environment )Tj +0 -1.2 TD +(so far. )Tj +0 -2.557 TD +(4- Write the predicates turn_on/1 and turn_off/1 for Nani Search. They w\ ill be used to turn the flashlight )Tj +0 -1.2 TD +(on or off. )Tj +0 -2.557 TD +(5- Add an open/closed status for each of the doors. Write open and close\ predicates that do the obvious. )Tj +0 -1.2 TD +(Fix can_go/1 to check whether a door is open and write the appropriate e\ rror message if its not. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(6- In the order entry application, write a predicate update_inventory/2 \ that takes an item name and )Tj +0 -1.2 TD +(quantity as input. Have it retract the old inventory amount, perform the\ necessary arithmetic and assert )Tj +T* +(the new inventory amount. )Tj +0 -2.557 TD +(NOTE: retract\(inventory\(item_id,Q\)\) binds Q to the old value, thus a\ lleviating the need for a separate )Tj +0 -1.2 TD +(goal to get the old value of the inventory. )Tj +0 -2.557 TD +(7- We can now use the various predicates developed for the customer orde\ r entry system to write a )Tj +0 -1.2 TD +(predicate that prompts the user for order information and generates the \ order. The predicate can be )Tj +T* +(simply order/0. )Tj +0 -2.557 TD +(order/0 should first prompt the user for the customer name, the item nam\ e and the quantity. For example )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(write\('Enter customer name:'\),read\(C\),)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It should then use the rules for good_customer and valid_order to verify\ that this is a valid order. If so, it )Tj +0 -1.2 TD +(should assert a new type of record, order/3, which records the order inf\ ormation. It can then )Tj +T* +(update_inventory and check whether its time to reorder. )Tj +0 -2.557 TD +(The customer order entry application has been designed from the bottom u\ p, since that is the way the )Tj +0 -1.2 TD +(material has been presented for learning. The order predicate should sug\ gest that Prolog is an excellent )Tj +T* +(tool for top-down development as well. )Tj +0 -2.557 TD +(One could start with the concept that processing an order means reading \ the date, checking the order, )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(5 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 675 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Managing Data)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(updating inventory, and reordering if necessary. The necessary details o\ f implementing these predicates )Tj +0 -1.2 TD +(could be left for later. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Expert System)Tj +/T1_0 1 Tf +0 -2.54 TD +(8- The expert system currently asks for the same information over and ov\ er again. We can use the )Tj +0 -1.2 TD +(logicbase to remember the answers to questions so that ask/2 doesn't re-\ ask something. )Tj +0 -2.557 TD +(When ask/2 gets a yes or no answer to a question about an attribute-valu\ e pair, assert a fact in the form )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(known\(Attribute, Value, YesNo\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Add a first clause to ask/2 that checks whether the answer is already kn\ own and, if so, succeeds. Add a )Tj +0 -1.2 TD +(second clause that checks if the answer is known to be false and, if so,\ fails. )Tj +0 -2.557 TD +(The third clause makes sure the answer is not already known, and then as\ ks the user as before. To do )Tj +0 -1.2 TD +(this, the built-in predicate not/1 is used. It fails if its argument suc\ ceeds. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(not \(known\(Attr, Val, Answer\)\))Tj +0 0 0 rg +/T1_3 1 Tf +12.9231 0 0 12.9231 10 401.3005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a7manage.htm \(6 of 6\)11/3/2006 7\ :05:29 PM)Tj +ET +EMC + +endstream endobj 676 0 obj(Managing Data) endobj 677 0 obj<> endobj 678 0 obj(http://www.amzi.com/AdventureInProlog/a7manage.htm) endobj 679 0 obj(7^ة 0) endobj 680 0 obj<> endobj 681 0 obj<> endobj 682 0 obj(=Rc\n&) endobj 683 0 obj 4 endobj 684 0 obj<> endobj 685 0 obj<> endobj 686 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 687 0 obj<> endobj 688 0 obj[686 0 R/XYZ 0 766.0 null] endobj 689 0 obj<><><><><><><>]/P 10 0 R/S/Article/T()/Pg 686 0 R>> endobj 690 0 obj[689 0 R] endobj 691 0 obj<>/A<>/Border[0 0 0]>> endobj 692 0 obj[691 0 R] endobj 693 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 694 0 obj[689 0 R] endobj 695 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 696 0 obj[689 0 R] endobj 697 0 obj[695 0 R/XYZ 0 730.2 null] endobj 698 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 699 0 obj[689 0 R] endobj 700 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 701 0 obj[689 0 R] endobj 702 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 703 0 obj<> endobj 704 0 obj[689 0 R] endobj 705 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 706 0 obj[689 0 R] endobj 707 0 obj[705 0 R/XYZ 0 227.2 null] endobj 708 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 709 0 obj[689 0 R] endobj 710 0 obj[708 0 R/XYZ 0 590.815 null] endobj 711 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(8)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Recursion)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Recursion in any language is the ability for a unit of code to call itse\ lf, repeatedly, if necessary. )Tj +0 -1.2 TD +(Recursion is often a very powerful and convenient way of representing ce\ rtain programming constructs. )Tj +0 -2.557 TD +(In Prolog, recursion occurs when a predicate contains a goal that refers\ to itself. )Tj +0 -2.557 TD +(As we have seen in earlier chapters, every time a rule is called, Prolog\ uses the body of the rule to create )Tj +0 -1.2 TD +(a new query with new variables. Since the query is a new copy each time,\ it makes no difference )Tj +T* +(whether a rule calls another rule or itself. )Tj +0 -2.557 TD +(A recursive definition \(in any language, not just Prolog\) always has a\ t least two parts, a boundary )Tj +0 -1.2 TD +(condition and a recursive case. )Tj +0 -2.557 TD +(The boundary condition defines a simple case that we know to be true. Th\ e recursive case simplifies the )Tj +0 -1.2 TD +(problem by first removing a layer of complexity, and then calling itself\ . At each level, the boundary )Tj +T* +(condition is checked. If it is reached the recursion ends. If not, the r\ ecursion continues. )Tj +0 -2.557 TD +(We will illustrate recursion by writing a predicate that can detect thin\ gs which are nested within other )Tj +0 -1.2 TD +(things. )Tj +0 -2.557 TD +(Currently our location/2 predicate tells us the flashlight is in the des\ k and the desk is in the office, but it )Tj +0 -1.2 TD +(does not indicate that the flashlight is in the office. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- location\(flashlight, office\).)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Using recursion, we will write a new predicate, is_contained_in/2, which\ will dig through layers of )Tj +T* +(nested things, so that it will answer 'yes' if asked if the flashlight i\ s in the office. )Tj +0 -2.557 TD +(To make the problem more interesting, we will first add some more nested\ items to the game. We will )Tj +0 -1.2 TD +(continue to use the location predicate to put things in the desk, which \ in turn can have other things inside )Tj +T* +(them. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(1 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 712 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 735.3235 Tm +(location\(envelope, desk\).)Tj +0 -1.2 TD +(location\(stamp, envelope\).)Tj +T* +(location\(key, envelope\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(To list all of things in the office, we would first have to list those t\ hings that are directly in the office, )Tj +T* +(like the desk. We would then list the things in the desk, and the things\ inside the things in the desk. )Tj +0 -2.557 TD +(If we generalize a room into being just another thing, we can state a tw\ o-part rule which can be used to )Tj +0 -1.2 TD +(deduce whether something is contained in \(nested in\) something else. )Tj +/T1_2 1 Tf +7 0 0 7 35.713 560.7909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 560.7909 Tm +(A thing, T1, is contained in another thing, T2, if T1 is directly locate\ d in T2. \(This is the )Tj +T* +(boundary condition.\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 527.1909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 527.1909 Tm +(A thing, T1, is contained in another thing, T2, if some intermediate thi\ ng, X, is located in T2 and )Tj +T* +(T1 is contained in X. \(This is where we simplify and recurse.\) )Tj +-2.857 -2.557 Td +(We will now express this in Prolog. The first rule translates into Prolo\ g in a straightforward manner. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(T1,T2\) :- )Tj +T* +( location\(T1,T2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The recursive rule is also straightforward. Notice that it refers to its\ elf. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(T1,T2\) :-)Tj +T* +( location\(X,T2\),)Tj +0 -1.2 TD +( is_contained_in\(T1,X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now we are ready to try it. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- is_contained_in\(X, office\).)Tj +0 -1.2 TD +(X = desk ;)Tj +T* +(X = computer ;)Tj +T* +(X = flashlight ;)Tj +T* +(X = envelope ;)Tj +T* +(X = stamp ;)Tj +T* +(X = key ;)Tj +T* +(no)Tj +0 -2.4 TD +(?- is_contained_in\(envelope, office\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- is_contained_in\(apple, office\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(2 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 713 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(no)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 716.0457 Tm +(How Recursion Works )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 679.7909 Tm +(As in all calls to rules, the variables in a rule are unique, or scoped,\ to the rule. In the recursive case, this )Tj +0 -1.2 TD +(means each call to the rule, at each level, has its own unique set of va\ riables. So the values of X, T1, and )Tj +T* +(T2 at the first level of recursion are different from those at the secon\ d level. )Tj +0 -2.557 TD +(However, unification between a goal and the head of a clause forces a re\ lationship between the variables )Tj +0 -1.2 TD +(of different levels. Using subscripts to distinguish the variables, and \ internal Prolog variables, we can )Tj +T* +(trace the relationships for a couple of levels of recursion. )Tj +0 -2.557 TD +(First, the query goal is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- is_contained_in\(XQ, office\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The clause with variables for the first level of recursion is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(T11, T21\) :-)Tj +0 -1.2 TD +( location\(X1, T21\),)Tj +T* +( is_contained_in\(T11, X1\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When the query is unified with the head of the clause, the variables bec\ ome bound. The bindings are )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(XQ = _01)Tj +T* +(T11 = _01)Tj +T* +(T21 = office)Tj +T* +(X1 = _02)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Note particularly that XQ in the query becomes bound to T11 in the claus\ e, so when a value of _01 is )Tj +T* +(found, both variables are found. )Tj +0 -2.557 TD +(With these bindings, the clause can be rewritten as )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(_01, office\) :-)Tj +0 -1.2 TD +( location\(_02, office\),)Tj +T* +( is_contained_in\(_01, _02\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When the location/2 goal is satisfied, with _02 = desk, the recursive ca\ ll becomes )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(_01, desk\))Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(3 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 714 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 580.215 m +602 580.215 l +601 579.215 l +11 579.215 l +h +f +10 580.215 m +10 36 l +11 36 l +11 579.215 l +h +f +0.313 0.313 0.313 rg +602 580.215 m +602 36 l +601 36 l +601 579.215 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 577.215 m +599 577.215 l +598 576.215 l +14 576.215 l +h +f +13 577.215 m +13 36 l +14 36 l +14 576.215 l +h +f +0.949 0.945 0.935 rg +599 577.215 m +599 36 l +598 36 l +598 576.215 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 10 742.7909 Tm +(That goal unifies with the head of a new copy of the clause, at the next\ level of the recursion. After that )Tj +0 -1.2 TD +(unification the variables are )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(XQ = _01 T11 = _01 T12 = _01)Tj +T* +( T21 = office T22 = desk)Tj +T* +( X1 = desk X2 = _03)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When the recursion finds a solution, such as 'envelope,' all of the T1s \ and X0 immediately take on that )Tj +T* +(value. Figure 8.1 contains a full annotated trace of the query.)Tj +0.5 -3.057 Td +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- is_contained_in\(X, office\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Each level of the recursion will have its own unique variables, but as i\ n all calls to rules, the variables )Tj +0 -1.2 TD +(at a called level will be bound in some relationship to the variables at\ the calling level. In the )Tj +T* +(following trace, we will use Prolog internal variables, so we can see wh\ ich variables are bound )Tj +T* +(together and which are not. The items directly in the office are found e\ asily, as the variable _0 is )Tj +T* +(bound to X in the query and T1 in the rule.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 CALL is_contained_in\(_0, office\) )Tj +0 -1.2 TD +(1-1 try \(1\) is_contained_in\(_0, office\))Tj +T* +( 2-1 CALL location\(_0, office\) )Tj +T* +( 2-1 EXIT location\(desk, office\) )Tj +T* +(1-1 EXIT is_contained_in\(desk, office\) )Tj +T* +( X = desk ;)Tj +T* +( 2-1 REDO location\(_0, office\) )Tj +T* +( 2-1 EXIT location\(computer, office\) )Tj +T* +(1-1 EXIT is_contained_in\(computer, office\) )Tj +T* +( X = computer ;)Tj +T* +( 2-1 REDO location\(_0,office\) )Tj +T* +( 2-1 FAIL location\(_0,office\) )Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(When there are no more location\(X, office\) clauses, the first clause o\ f is_contained_in/2 fails, and the )Tj +0 -1.2 TD +(second clause is tried. Notice that the call to location does not have i\ ts first argument bound to the )Tj +T* +(same variable. It was X in the rule, and it gets a new internal value, _\ 4. T1 stays bound to _0.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO is_contained_in\(_0, office\) )Tj +0 -1.2 TD +(1-1 try \(2\) is_contained_in\(_0, office\))Tj +T* +( 2-1 CALL location\(_4, office\) )Tj +T* +( 2-1 EXIT location\(desk, office\) )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(4 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 715 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 36 l +598 36 l +598 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 17 740.3909 Tm +(When it initiates a new call to is_contained_in/2, it behaves exactly as\ if we had performed the query )Tj +0 -1.2 TD +(is_contained_in\(X, desk\) at the listener prompt. It is, in effect, a c\ ompletely new copy of )Tj +T* +(is_contained_in/2. This call will find all of the things in the desk, ju\ st as the first level found all things )Tj +T* +(in the office.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 CALL is_contained_in\(_0, desk\) )Tj +0 -1.2 TD +( 2-2 try \(1\) is_contained_in\(_0, desk\))Tj +T* +( 3-1 CALL location\(_0, desk\) )Tj +T* +( 3-1 EXIT location\(flashlight, desk\) )Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Having found the flashlight at the second-level is_contained_in/2, the a\ nswer propagates back up to )Tj +0 -1.2 TD +(the first level copy of is_contained_in/2.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 EXIT is_contained_in\(flashlight, desk\) )Tj +0 -1.2 TD +(1-1 EXIT is_contained_in\(flashlight, office\) )Tj +T* +( X = flashlight ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Similarly, it finds the envelope at the second level of recursion.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 REDO location\(_0, desk\) )Tj +0 -1.2 TD +( 3-1 EXIT location\(envelope, desk\) )Tj +T* +( 2-2 EXIT is_contained_in\(envelope, desk\) )Tj +T* +(1-1 EXIT is_contained_in\(envelope, office\) )Tj +T* +( X = envelope ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Having exhausted the things located in the desk, it next begins to look \ for things within things located )Tj +0 -1.2 TD +(in the desk.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 REDO location\(_0, desk\) )Tj +0 -1.2 TD +( 3-1 FAIL location\(_0, desk\) )Tj +T* +( 2-2 REDO is_contained_in\(_0, desk\) )Tj +T* +( 2-2 try \(2\) is_contained_in\(_0, desk\))Tj +T* +( 3-1 CALL location\(_7, desk\) )Tj +T* +( 3-1 EXIT location\(flashlight, desk\) )Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(First, is there something in the flashlight? Both clauses of is_containe\ d_in/2 fail because there is )Tj +0 -1.2 TD +(nothing located in the flashlight.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-2 CALL is_contained_in\(_0, flashlight\) )Tj +0 -1.2 TD +( 4-1 CALL location\(_0, flashlight\) )Tj +T* +( 4-1 FAIL location\(_0, flashlight\) )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(5 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 716 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 36 l +598 36 l +598 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( 3-2 REDO is_contained_in\(_0, flashlight\) )Tj +0 -1.2 TD +( 3-2 try \(2\) is_contained_in\(_0, flashlight\))Tj +T* +( 4-1 CALL location\(_11, flashlight\) )Tj +T* +( 4-1 FAIL location\(_11, flashlight\) )Tj +T* +( 3-2 FAIL is_contained_in\(_0, flashlight\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Next, it tries to find things in the envelope and comes up with the stam\ p.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 REDO location\(_7, desk\) )Tj +0 -1.2 TD +( 3-1 EXIT location\(envelope, desk\) )Tj +T* +( 3-2 CALL is_contained_in\(_0, envelope\) )Tj +T* +( 4-1 CALL location\(_0, envelope\) )Tj +T* +( 4-1 EXIT location\(stamp, envelope\) )Tj +T* +( 3-2 EXIT is_contained_in\(stamp, envelope\) )Tj +T* +( 2-2 EXIT is_contained_in\(stamp, desk\) )Tj +T* +(1-1 EXIT is_contained_in\(stamp, office\) )Tj +T* +( X = stamp ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(And then the key.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 4-1 REDO location\(_0,envelope\) )Tj +0 -1.2 TD +( 4-1 EXIT location\(key, envelope\) )Tj +T* +( 3-2 EXIT is_contained_in\(key, envelope\) )Tj +T* +( 2-2 EXIT is_contained_in\(key, desk\) )Tj +T* +(1-1 EXIT is_contained_in\(key, office\) )Tj +T* +( X = key ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(And then it fails its way back to the beginning.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-2 REDO is_contained_in\(_0, envelope\) )Tj +0 -1.2 TD +( 3-2 try \(2\) is_contained_in\(_0, envelope\))Tj +T* +( 4-1 CALL location\(_11, envelope\) )Tj +T* +( 4-1 EXIT location\(stamp, envelope\) )Tj +T* +( 4-2 CALL is_contained_in\(_0, stamp\) )Tj +T* +( 5-1 CALL location\(_0, stamp\) )Tj +T* +( 5-1 FAIL location\(_0, stamp\) )Tj +T* +( 4-2 REDO is_contained_in\(_0, stamp\) )Tj +T* +( 4-2 try\(2\) is_contained_in\(_0, stamp\))Tj +T* +( 5-1 CALL location\(_14, stamp\) )Tj +T* +( 5-1 FAIL location\(_14, stamp\) )Tj +T* +( 4-1 REDO location\(_11, envelope\) )Tj +T* +( 4-1 EXIT location\(key, envelope\) )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(6 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 717 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 387.2 l +11 388.2 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 387.2 l +601 388.2 l +601 766 l +h +f +10 387.2 m +602 387.2 l +601 388.2 l +11 388.2 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 390.2 l +14 391.2 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 390.2 l +598 391.2 l +598 766 l +h +f +13 390.2 m +599 390.2 l +598 391.2 l +14 391.2 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( 4-2 CALL is_contained_in\(_0, key\) )Tj +0 -1.2 TD +( 4-2 try \(1\) is_contained_in\(_0, key\))Tj +T* +( 5-1 CALL location\(_0, key\) )Tj +T* +( 5-1 FAIL location\(_0, key\) )Tj +T* +( 4-2 REDO is_contained_in\(_0, key\) )Tj +T* +( 4-2 try \(2\) is_contained_in\(_0, key\))Tj +T* +( 5-1 CALL location\(_14, key\) )Tj +T* +( 5-1 FAIL location\(_14, key\) )Tj +T* +( 4-1 REDO location\(_7, desk\) )Tj +T* +( 4-1 FAIL location\(_7, desk\) )Tj +T* +( 3-1 REDO location\(_4, office\) )Tj +T* +( 3-1 EXIT location\(computer, office\) )Tj +T* +( 3-2 CALL is_contained_in\(_0, computer\) )Tj +T* +( 4-1 CALL location\(_0, computer\) )Tj +T* +( 4-1 FAIL location\(_0, computer\) )Tj +T* +( 3-2 REDO is_contained_in\(_0, computer\) )Tj +T* +( 4-1 CALL location\(_7, computer\) )Tj +T* +( 4-1 FAIL location\(_7, computer\) )Tj +T* +( 3-1 REDO location\(_4, office\) )Tj +T* +( 3-1 FAIL location\(_4, office\) )Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 8.1. Trace of a recursive query )Tj +0 -2.557 TD +(When writing a recursive predicate, it is essential to ensure that the b\ oundary condition is checked at )Tj +0 -1.2 TD +(each level . Otherwise, the program might recurse forever. )Tj +0 -2.557 TD +(The simplest way to do this is by always defining the boundary condition\ first, ensuring that it is always )Tj +0 -1.2 TD +(tried first and that the recursive case is only tried if the boundary co\ ndition fails. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 213.0457 Tm +(Pragmatics )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 176.7909 Tm +(We now come to some of the pragmatics of Prolog programming. First consi\ der that the goal location\(X,)Tj +T* +(Y\) will be satisfied by every clause of location/2. On the other hand, \ the goals location\(X, office\) or )Tj +T* +(location\(envelope, X\) will be satisfied by fewer clauses. )Tj +0 -2.557 TD +(Let's look again at the second rule for is_contained_in/2, and an equall\ y valid alternate coding. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_contained_in\(T1,T2\):-)Tj +0 -1.2 TD +( location\(X,T2\),)Tj +T* +( is_contained_in\(T1,X\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(7 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 718 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Recursion)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 734.3235 Tm +(is_contained_in\(T1,T2\):-)Tj +0 -1.2 TD +( location\(T1,X\),)Tj +T* +( is_contained_in\(X,T2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Both will give correct answers, but the performance of each will depend \ on the query. The query )Tj +T* +(is_contained_in\(X, office\) will execute faster with the first version.\ That is because T2 is bound, making )Tj +T* +(the search for location\(X, T2\) easier than if both variables were unbo\ und. Similarly, the second version )Tj +T* +(is faster for queries such as is_contained_in\(key, X\). )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 576.6611 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 540.1637 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Trace the two versions of is_contained_in/2 presented at the end of t\ he chapter to understand the )Tj +0 -1.2 TD +(performance differences between them. )Tj +0 -2.557 TD +(2- Currently, the can_take/1 predicate only allows the player to take th\ ings which are directly located in )Tj +0 -1.2 TD +(a room. Modify it so it uses the recursive is_contained_in/2 so that a p\ layer can take anything in a room. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(3- Use recursion to write an ancestor/2 predicate. Then trace it to unde\ rstand its behavior. It is possible )Tj +0 -1.2 TD +(to write endless loops with recursive predicates. The trace facility wil\ l help you debug ancestor/2 if it is )Tj +T* +(not working correctly. )Tj +0 -2.557 TD +(4- Use ancestor/2 for finding all of a person's ancestors and all of a p\ erson's descendants. Based on your )Tj +0 -1.2 TD +(experience with grandparent/2 and grandchild/2, write a descendant/2 pre\ dicate optimized for )Tj +T* +(descendants, as opposed to ancestor/2, which is optimized for ancestors.\ )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 225.7313 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a8recurs.htm \(8 of 8\)11/3/2006 7\ :05:35 PM)Tj +ET +EMC + +endstream endobj 719 0 obj(Recursion) endobj 720 0 obj<> endobj 721 0 obj(http://www.amzi.com/AdventureInProlog/a8recurs.htm) endobj 722 0 obj(dT\r;z‹-!) endobj 723 0 obj<> endobj 724 0 obj<> endobj 725 0 obj(kX:w@rxvߎ) endobj 726 0 obj 4 endobj 727 0 obj<> endobj 728 0 obj<> endobj 729 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 730 0 obj[729 0 R/XYZ 0 766.0 null] endobj 731 0 obj<><><><>]/P 10 0 R/S/Article/T()/Pg 729 0 R>> endobj 732 0 obj[731 0 R] endobj 733 0 obj<>/A<>/Border[0 0 0]>> endobj 734 0 obj[733 0 R] endobj 735 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 736 0 obj[731 0 R] endobj 737 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 738 0 obj<> endobj 739 0 obj[731 0 R] endobj 740 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 741 0 obj<> endobj 742 0 obj[731 0 R] endobj 743 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 744 0 obj[731 0 R] endobj 745 0 obj[743 0 R/XYZ 0 468.6 null] endobj 746 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Data Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(9)Tj +0 0 0 rg +14 0 0 14 22.3846 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Data Structures)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(So far we have worked with facts, queries, and rules that use simple dat\ a structures. The arguments to )Tj +0 -1.2 TD +(our predicates have all been atoms or integers, the basic building block\ s of Prolog. Examples of atoms )Tj +T* +(we've used are )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(office, apple, flashlight, nani)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These primitive data types can be combined to form arbitrarily complex d\ ata types called structures. A )Tj +T* +(structure is composed of a functor and a fixed number of arguments. Its \ form is just like that of the goals )Tj +T* +(and facts we've seen already \(for good reason, we'll discover\). )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(functor\(arg1,arg2,...\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Each of the structure's arguments can be either a primitive data type or\ another structure. For example, )Tj +T* +(the things in the game are currently represented using atoms, such as 'd\ esk' or 'apple,' but we can use )Tj +T* +(structures to create a richer representation of these things. The follow\ ing structures describe the object )Tj +T* +(and its color, size, and weight. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(object\(candle, red, small, 1\).)Tj +T* +(object\(apple, red, small, 1\).)Tj +T* +(object\(apple, green, small, 1\).)Tj +T* +(object\(table, blue, big, 50\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These structures could be used directly in the second argument of locati\ on/2, but for experimentation we )Tj +T* +(will instead create a new predicate, location_s/2. Note that even though\ the structures describing the )Tj +T* +(objects in the game are complex, they still take up only one argument in\ location_s/2. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(location_s\(object\(candle, red, small, 1\), kitchen\).)Tj +T* +(location_s\(object\(apple, red, small, 1\), kitchen\).)Tj +T* +(location_s\(object\(apple, green, small, 1\), kitchen\).)Tj +T* +(location_s\(object\(table, blue, big, 50\), kitchen\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a9struct.htm \(1 of 5\)11/3/2006 7\ :05:41 PM)Tj +ET +EMC + +endstream endobj 747 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Data Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(Prolog variables are typeless, and can be bound as easily to structures \ as to atoms. In fact, an atom is just )Tj +0 -1.2 TD +(a simple structure with a functor and no arguments. So we can ask )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location_s\(X, kitchen\).)Tj +T* +(X = object\(candle, red, small, 1\) ;)Tj +T* +(X = object\(apple, red, small, 1\) ;)Tj +T* +(X = object\(apple, green, small, 1\) ;)Tj +T* +(X = object\(table, blue, big, 50\) ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can also pick apart the structure with variables. We can now find all\ the red things in the kitchen. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location_s\(object\(X, red, S, W\), kitchen\).)Tj +T* +(X = candle)Tj +T* +(S = small)Tj +T* +(W = 1 ;)Tj +0 -2.4 TD +(X = apple)Tj +0 -1.2 TD +(S = small)Tj +T* +(W = 1 ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If we didn't care about the size and weight we could replace the size, S\ , and weight, W, variables with )Tj +T* +(the anonymous variable \(_\). )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location_s\(object\(X, red, _, _\), kitchen\).)Tj +T* +(X = candle ;)Tj +T* +(X = apple ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can use these structures to add more realism to the game. For example\ , we can modify our )Tj +T* +(can_take/1 predicate, developed in chapter 7, so that we can only take s\ mall objects. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(can_take_s\(Thing\) :-)Tj +T* +( here\(Room\),)Tj +T* +( location_s\(object\(Thing, _, small,_\), Room\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can also change the error messages to reflect the two reasons why a t\ hing cannot be taken. To ensure )Tj +T* +(that backtracking does not cause both errors to be displayed, we will co\ nstruct each clause so its )Tj +T* +(message is displayed only when its unique conditions are met. To do this\ , the built-in predicate not/1 is )Tj +T* +(used. Its argument is a goal, and it succeeds if its argument fails, and\ fails if its argument succeeds. For )Tj +T* +(example )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a9struct.htm \(2 of 5\)11/3/2006 7\ :05:41 PM)Tj +ET +EMC + +endstream endobj 748 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Data Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 741.7082 Tm +(?- not\( room\(office\) \).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- not\( location\(cabbage, 'living room'\) \))Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Note that semantically, not in Prolog means the goal cannot be successfu\ lly solved with current )Tj +T* +(logicbase of facts and rules. Here is how we use not/1 in our new versio\ n, can_take_s/1. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(can_take_s\(Thing\) :-< )Tj +T* +( here\(Room\),)Tj +T* +( location_s\(object\(Thing, _, small, _\), Room\).)Tj +T* +(can_take_s\(Thing\) :-)Tj +T* +( here\(Room\),)Tj +T* +( location_s\(object\(Thing, _, big, _\), Room\),)Tj +T* +( write\('The '\), write\(Thing\), )Tj +T* +( write\(' is too big to carry.'\), nl,)Tj +T* +( fail.)Tj +T* +(can_take_s\(Thing\) :-)Tj +T* +( here\(Room\),)Tj +T* +( not \(location_s\(object\(Thing, _, _, _\), Room\)\),)Tj +T* +( write\('There is no '\), write\(Thing\), write\(' here.'\), nl,)Tj +T* +( fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now try it, assuming we are in the kitchen. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- can_take_s\(candle\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- can_take_s\(table\).)Tj +0 -1.2 TD +(The table is too big to carry.)Tj +T* +(no)Tj +0 -2.4 TD +(?- can_take_s\(desk\).)Tj +0 -1.2 TD +(There is no desk here.)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The list_things/1 predicate can be modified to give a description of the\ things in a room. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(list_things_s\(Place\) :- )Tj +T* +( location_s\(object\(Thing, Color, Size, Weight\),Place\),)Tj +T* +( write\('A '\),write\(Size\),tab\(1\),)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a9struct.htm \(3 of 5\)11/3/2006 7\ :05:41 PM)Tj +ET +EMC + +endstream endobj 749 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Data Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 752.9082 Tm +( write\(Color\),tab\(1\),)Tj +0 -1.2 TD +( write\(Thing\), write\(', weighing '\),)Tj +T* +( write\(Weight\), write\(' pounds'\), nl,)Tj +T* +( fail.)Tj +T* +(list_things_s\(_\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Requesting it now gives a more detailed list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- list_things_s\(kitchen\).)Tj +T* +(A small red candle, weighing 1 pounds)Tj +T* +(A small red apple, weighing 1 pounds)Tj +T* +(A small green apple, weighing 1 pounds)Tj +T* +(A big blue table, weighing 50 pounds)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If you are bothered by the grammatically incorrect '1 pounds', you can f\ ix it by adding another rule to )Tj +T* +(write the weight, which would replace the direct 'writes' now used. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(write_weight\(1\) :-)Tj +T* +( write\('1 pound'\).)Tj +T* +(write_weight\(W\) :-)Tj +T* +( W > 1,)Tj +T* +( write\(W\), write\(' pounds'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Testing it shows it works as desired. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- write_weight\(4\).)Tj +T* +(4 pounds)Tj +T* +(yes)Tj +0 -2.4 TD +(?- write_weight\(1\).)Tj +0 -1.2 TD +(1 pound)Tj +T* +(yes\\)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Notice that we did not need to put a test, such as 'W = 1,' in the first\ clause. By putting the 1 directly in )Tj +T* +(the argument at the head of the clause we ensure that that clause will o\ nly be fired when the query goal )Tj +T* +(is write_weight\(1\). All other queries will go to the second clause bec\ ause the goal pattern will fail to )Tj +T* +(unify with the head of the first clause. )Tj +0 -2.557 TD +(It is important, however, to put the test 'W > 1' in the second rule. Ot\ herwise both rules would work for a )Tj +0 -1.2 TD +(weight of 1. The first time the predicate was called would not be a prob\ lem, but on backtracking we )Tj +T* +(would get two answers if we had not included the test. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a9struct.htm \(4 of 5\)11/3/2006 7\ :05:41 PM)Tj +ET +EMC + +endstream endobj 750 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Data Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 740.7756 Tm +(Structures can be arbitrarily complex, so if we wanted to get fancy abou\ t things in the game we could )Tj +0 -1.2 TD +(keep their dimensions \(length, width, height\) instead of their size as\ part of their description. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(object\(desk, brown, dimension\(6,3,3\), 90\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can also use embedded structures for clarity. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(object\(desk, color\(brown\), size\(large\), weight\(90\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(A query using these structures is more readable. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(location_s\(object\(X, _, size\(large\), _\), office\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Notice that the position of the arguments is important. The place-holdin\ g anonymous variables are )Tj +T* +(essential for getting the correct results. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 454.4457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 417.9484 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Incorporate the new location into the game. Note that due to data and\ procedure abstraction, we need )Tj +0 -1.2 TD +(only change the low level predicates that deal directly with location. T\ he higher level predicates, such as )Tj +T* +(look/0 and take/1 are unaffected by the change. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(2- Use structures to enhance the customer order entry application. For e\ xample, include a structure for )Tj +0 -1.2 TD +(each customers address. )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 225.5159 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a9struct.htm \(5 of 5\)11/3/2006 7\ :05:41 PM)Tj +ET +EMC + +endstream endobj 751 0 obj(Data Structures) endobj 752 0 obj<> endobj 753 0 obj(http://www.amzi.com/AdventureInProlog/a9struct.htm) endobj 754 0 obj(AyVv\n9) endobj 755 0 obj<> endobj 756 0 obj<> endobj 757 0 obj(ϓ4N) endobj 758 0 obj 5 endobj 759 0 obj<> endobj 760 0 obj<> endobj 761 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 762 0 obj[761 0 R/XYZ 0 766.727 null] endobj 763 0 obj<><><><>]/P 10 0 R/S/Article/T()/Pg 761 0 R>> endobj 764 0 obj[763 0 R] endobj 765 0 obj<>/A<>/Border[0 0 0]>> endobj 766 0 obj[765 0 R] endobj 767 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 768 0 obj[763 0 R] endobj 769 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 770 0 obj<> endobj 771 0 obj[763 0 R] endobj 772 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 773 0 obj[763 0 R] endobj 774 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 775 0 obj[763 0 R] endobj 776 0 obj[774 0 R/XYZ 0 623.273 null] endobj 777 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.1818 0 0 8.1818 18 780.7909 Tm +(Unification)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +9.091 484.014 m +366.364 484.014 l +365.455 483.105 l +10 483.105 l +h +f +9.091 484.014 m +9.091 315.65 l +10 316.559 l +10 483.105 l +h +f +0.313 0.313 0.313 rg +366.364 484.014 m +366.364 315.65 l +365.455 316.559 l +365.455 483.105 l +h +f +9.091 315.65 m +366.364 315.65 l +365.455 316.559 l +10 316.559 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.818 481.287 m +123.636 481.287 l +122.727 480.378 l +12.727 480.378 l +h +f +11.818 481.287 m +11.818 428.196 l +12.727 429.105 l +12.727 480.378 l +h +f +0.949 0.945 0.935 rg +123.636 481.287 m +123.636 428.196 l +122.727 429.105 l +122.727 480.378 l +h +f +11.818 428.196 m +123.636 428.196 l +122.727 429.105 l +12.727 429.105 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +125.455 481.287 m +363.636 481.287 l +362.727 480.378 l +126.364 480.378 l +h +f +125.455 481.287 m +125.455 428.196 l +126.364 429.105 l +126.364 480.378 l +h +f +0.949 0.945 0.935 rg +363.636 481.287 m +363.636 428.196 l +362.727 429.105 l +362.727 480.378 l +h +f +125.455 428.196 m +363.636 428.196 l +362.727 429.105 l +126.364 429.105 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.818 426.378 m +123.636 426.378 l +122.727 425.469 l +12.727 425.469 l +h +f +11.818 426.378 m +11.818 373.287 l +12.727 374.196 l +12.727 425.469 l +h +f +0.949 0.945 0.935 rg +123.636 426.378 m +123.636 373.287 l +122.727 374.196 l +122.727 425.469 l +h +f +11.818 373.287 m +123.636 373.287 l +122.727 374.196 l +12.727 374.196 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +125.455 426.378 m +363.636 426.378 l +362.727 425.469 l +126.364 425.469 l +h +f +125.455 426.378 m +125.455 373.287 l +126.364 374.196 l +126.364 425.469 l +h +f +0.949 0.945 0.935 rg +363.636 426.378 m +363.636 373.287 l +362.727 374.196 l +362.727 425.469 l +h +f +125.455 373.287 m +363.636 373.287 l +362.727 374.196 l +126.364 374.196 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +11.818 371.469 m +123.636 371.469 l +122.727 370.559 l +12.727 370.559 l +h +f +11.818 371.469 m +11.818 318.378 l +12.727 319.287 l +12.727 370.559 l +h +f +0.949 0.945 0.935 rg +123.636 371.469 m +123.636 318.378 l +122.727 319.287 l +122.727 370.559 l +h +f +11.818 318.378 m +123.636 318.378 l +122.727 319.287 l +12.727 319.287 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +125.455 371.469 m +363.636 371.469 l +362.727 370.559 l +126.364 370.559 l +h +f +125.455 371.469 m +125.455 318.378 l +126.364 319.287 l +126.364 370.559 l +h +f +0.949 0.945 0.935 rg +363.636 371.469 m +363.636 318.378 l +362.727 319.287 l +362.727 370.559 l +h +f +125.455 318.378 m +363.636 318.378 l +362.727 319.287 l +126.364 319.287 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +425.4545441 0 0 54.5454559 93.2727203 694.9090881 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +22.5175 0 0 22.5175 9.0909 658.2963 Tm +(10)Tj +0 0 0 rg +12.7273 0 0 12.7273 31.6084 658.2963 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +17.6224 0 0 17.6224 9.0909 617.9016 Tm +(Unification)Tj +0 0 0 rg +/T1_0 1 Tf +12.7273 0 0 12.7273 9.0909 583.9918 Tm +(One of Prolog's most powerful features is its built-in pattern-matching \ algorithm, unification. For all of the )Tj +0 -1.2 TD +(examples we have seen so far, unification has been relatively simple. We\ will now examine unification more )Tj +T* +(closely. )Tj +0 -2.557 TD +(The full definition of unification is similar to the one given in chapte\ r 3, with the addition of a recursive definition )Tj +0 -1.2 TD +(to handle data structures. This following table summarizes the unificati\ on process. )Tj +0.5 -3.057 Td +(variable )Tj +T* +(& )Tj +T* +(any term )Tj +8.929 1.8 Td +(The variable will unify with and is bound to )Tj +T* +(any term, including another variable. )Tj +-8.929 -2.514 Td +(primitive )Tj +T* +(& )Tj +T* +(primitive )Tj +8.929 1.8 Td +(Two primitive terms \(atoms or integers\) )Tj +T* +(unify only if they are identical. )Tj +-8.929 -2.514 Td +(structure )Tj +T* +(& )Tj +T* +(structure )Tj +8.929 2.4 Td +(Two structures unify if they have the same )Tj +T* +(functor and arity and if each pair of )Tj +T* +(corresponding arguments unify. )Tj +-9.429 -3.057 Td +(In order to experiment with unification we will introduce the built-in p\ redicate =/2, which succeeds if its two )Tj +T* +(arguments unify and fails if they do not. It can be written in operator \ syntax as follows. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(arg1 = arg2)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(which is equivalent to )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(=\(arg1, arg2\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(WARNING: The equal sign \(=\) does not cause assignment as in most progr\ amming languages, nor does it cause )Tj +T* +(arithmetic evaluation. It causes Prolog unification. \(Despite this warn\ ing, if you are like most mortal programmers, )Tj +T* +(you will be tripped up by this difference more than once.\) )Tj +0 -2.557 TD +(Unification between two sides of an equal sign \(=\) is exactly the same\ as the unification that occurs when Prolog )Tj +0 -1.2 TD +(tries to match goals with the heads of clauses. On backtracking, the var\ iable bindings are undone, just as they are )Tj +T* +(when Prolog backtracks through clauses. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +8.1818 0 0 8.1818 18 7.7909 Tm +(http://www.amzi.com/AdventureInProlog/a10unif.htm \(1 of 5\)11/3/2006 7:\ 05:45 PM)Tj +ET +EMC + +endstream endobj 778 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.1818 0 0 8.1818 18 780.7909 Tm +(Unification)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +12.7273 0 0 12.7273 9.0909 748.1736 Tm +(The simplest form of unification occurs between two structures with no v\ ariables. In this case, either they are )Tj +0 -1.2 TD +(identical and unification succeeds, or they are not, and unification fai\ ls. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a = a.)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- a = b.)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- location\(apple, kitchen\) = )Tj +0 -1.2 TD +(location\(apple, kitchen\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- location\(apple, kitchen\) = )Tj +0 -1.2 TD +(location\(pear, kitchen\).)Tj +T* +(no)Tj +0 -2.4 TD +(?- a\(b,c\(d,e\(f,g\)\)\) = a\(b,c\(d,e\(f,g\)\)\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- a\(b,c\(d,e\(f,g\)\)\) = a\(b,c\(d,e\(g,f\)\)\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Another simple form of unification occurs between a variable and a primi\ tive. The variable takes on a value that )Tj +T* +(causes unification to succeed. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = a.)Tj +T* +(X = a )Tj +0 -2.4 TD +(?- 4 = Y.)Tj +0 -1.2 TD +(Y = 4 )Tj +0 -2.4 TD +(?- location\(apple, kitchen\) = location\(apple, X\).)Tj +0 -1.2 TD +(X = kitchen )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In other cases multiple variables are simultaneously bound to values. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- location\(X,Y\) = location\(apple, kitchen\).)Tj +T* +(X = apple)Tj +T* +(Y = kitchen )Tj +0 -2.4 TD +(?- location\(apple, X\) = location\(Y, kitchen\).)Tj +0 -1.2 TD +(X = kitchen)Tj +T* +(Y = apple )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Variables can also unify with each other. Each instance of a variable ha\ s a unique internal Prolog value. When two )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.1818 0 0 8.1818 18 7.7909 Tm +(http://www.amzi.com/AdventureInProlog/a10unif.htm \(2 of 5\)11/3/2006 7:\ 05:45 PM)Tj +ET +EMC + +endstream endobj 779 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.1818 0 0 8.1818 18 780.7909 Tm +(Unification)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +12.7273 0 0 12.7273 9.0909 755.796 Tm +(variables are unified to each other, Prolog notes that they must have th\ e same value. In the following example, it is )Tj +0 -1.2 TD +(assumed Prolog uses '_nn,' where 'n' is a digit, to represent unbound va\ riables. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = Y.)Tj +0 -1.2 TD +(X = _01)Tj +0 -1.2 TD +(Y = _01 )Tj +0 -2.4 TD +(?- location\(X, kitchen\) = location\(Y, kitchen\).)Tj +0 -1.2 TD +(X = _01)Tj +T* +(Y = _01 )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Prolog remembers the fact that the variables are bound together and will\ reflect this if either is later bound. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = Y, Y = hello.)Tj +T* +(X = hello)Tj +T* +(Y = hello )Tj +0 -2.4 TD +(?- X = Y, a\(Z\) = a\(Y\), X = hello.)Tj +0 -1.2 TD +(X = hello)Tj +T* +(Y = hello)Tj +T* +(Z = hello )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The last example is critical to a good understanding of Prolog and illus\ trates a major difference between unification )Tj +T* +(with Prolog variables and assignment with variables found in most other \ languages. Note carefully the behavior of )Tj +T* +(the following queries. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = Y, Y = 3, write\(X\).)Tj +T* +(3)Tj +T* +(X = 3)Tj +T* +(Y = 3 )Tj +0 -2.4 TD +(?- X = Y, tastes_yucky\(X\), write\(Y\).)Tj +0 -1.2 TD +(broccoli)Tj +T* +(X = broccoli)Tj +T* +(Y = broccoli )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When two structures with variables are unified with each other, the vari\ ables take on values that make the two )Tj +T* +(structures identical. Note that a structure bound to a variable can itse\ lf contain variables. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = a\(b,c\).)Tj +T* +(X = a\(b,c\) )Tj +0 -2.4 TD +(?- a\(b,X\) = a\(b,c\(d,e\)\).)Tj +0 -1.2 TD +(X = c\(d,e\) )Tj +0 -2.4 TD +(?- a\(b,X\) = a\(b,c\(Y,e\)\).)Tj +0 -1.2 TD +(X = c\(_01,e\))Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.1818 0 0 8.1818 18 7.7909 Tm +(http://www.amzi.com/AdventureInProlog/a10unif.htm \(3 of 5\)11/3/2006 7:\ 05:45 PM)Tj +ET +EMC + +endstream endobj 780 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.1818 0 0 8.1818 18 780.7909 Tm +(Unification)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.7273 0 0 12.7273 45.4545 755.7347 Tm +(Y = _01 )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Even in these more complex examples, the relationships between variables\ are remembered and updated as new )Tj +0 -1.2 TD +(variable bindings occur. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(b,X\) = a\(b,c\(Y,e\)\), Y = hello.)Tj +T* +(X = c\(hello, e\))Tj +T* +(Y = hello)Tj +0 -2.4 TD +(?- food\(X,Y\) = Z, write\(Z\), nl, tastes_yucky\(X\), edible\(Y\), writ\ e\(Z\).)Tj +T* +(food\(_01,_02\))Tj +0 -1.2 TD +(food\(broccoli, apple\))Tj +T* +(X = broccoli)Tj +T* +(Y = apple)Tj +T* +(Z = food\(broccoli, apple\) )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If a new value assigned to a variable in later goals conflicts with the \ pattern set earlier, the goal fails. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(b,X\) = a\(b,c\(Y,e\)\), X = hello.)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The second goal failed since there is no value of Y that will allow hell\ o to unify with c\(Y,e\). The following will )Tj +0 -1.2 TD +(succeed. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(b,X\) = a\(b,c\(Y,e\)\), X = c\(hello, e\).)Tj +0 -1.2 TD +(X = c\(hello, e\))Tj +T* +(Y = hello )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If there is no possible value the variable can take on, then unification\ fails. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(X\) = a\(b,c\).)Tj +T* +(no)Tj +0 -2.4 TD +(?- a\(b,c,d\) = a\(X,X,d\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The last example failed because the pattern asks that the first two argu\ ments be the same, and they aren't. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(c,X,X\) = a\(Y,Y,b\).)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Did you understand why this example fails? Matching the first argument b\ inds Y to c. The second argument causes )Tj +T* +(X and Y to have the same value, in this case c. The third argument asks \ that X bind to b, but it is already bound to )Tj +T* +(c. No value of X and Y will allow these two structures to unify. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.1818 0 0 8.1818 18 7.7909 Tm +(http://www.amzi.com/AdventureInProlog/a10unif.htm \(4 of 5\)11/3/2006 7:\ 05:45 PM)Tj +ET +EMC + +endstream endobj 781 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.1818 0 0 8.1818 18 780.7909 Tm +(Unification)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +12.7273 0 0 12.7273 9.0909 755.796 Tm +(The anonymous variable \(_\) is a wild variable, and does not bind to va\ lues. Multiple occurrences of it do not imply )Tj +0 -1.2 TD +(equal values. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(c,X,X\) = a\(_,_,b\).)Tj +0 -1.2 TD +(X = b )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Unification occurs explicitly when the equal \(=\) built-in predicate is\ used, and implicitly when Prolog searches for )Tj +0 -1.2 TD +(the head of a clause that matches a goal pattern. )Tj +0 0 1 rg +/T1_2 1 Tf +14.6853 0 0 14.6853 9.0909 610.4052 Tm +(Exercises )Tj +0 0 0 rg +12.7273 0 0 12.7273 9.0909 577.2258 Tm +(Nonsense Prolog)Tj +/T1_0 1 Tf +0 -2.54 TD +(Predict the results of these unification queries. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- a\(b,c\) = a\(X,Y\).)Tj +0 -2.4 TD +(?- a\(X,c\(d,X\)\) = a\(2,c\(d,Y\)\).)Tj +T* +(?- a\(X,Y\) = a\(b\(c,Y\),Z\).)Tj +T* +(?- tree\(left, root, Right\) = tree\(left, root, tree\(a, b, tree\(c, d,\ e\)\)\).)Tj +0 0 0 rg +/T1_3 1 Tf +11.7482 0 0 11.7482 9.0909 389.0145 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.1818 0 0 8.1818 18 7.7909 Tm +(http://www.amzi.com/AdventureInProlog/a10unif.htm \(5 of 5\)11/3/2006 7:\ 05:45 PM)Tj +ET +EMC + +endstream endobj 782 0 obj(Unification) endobj 783 0 obj<> endobj 784 0 obj(http://www.amzi.com/AdventureInProlog/a10unif.htm) endobj 785 0 obj(qqCl\ne) endobj 786 0 obj<> endobj 787 0 obj<> endobj 788 0 obj(7\\ĈEM) endobj 789 0 obj 5 endobj 790 0 obj<> endobj 791 0 obj<> endobj 792 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 793 0 obj[792 0 R/XYZ 0 766.0 null] endobj 794 0 obj<><><><><><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 792 0 R>> endobj 795 0 obj[794 0 R] endobj 796 0 obj<>/A<>/Border[0 0 0]>> endobj 797 0 obj[796 0 R] endobj 798 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 799 0 obj[794 0 R] endobj 800 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 801 0 obj<> endobj 802 0 obj[794 0 R] endobj 803 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 804 0 obj[794 0 R] endobj 805 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 806 0 obj[794 0 R] endobj 807 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 808 0 obj[794 0 R] endobj 809 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 810 0 obj[794 0 R] endobj 811 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 812 0 obj<> endobj 813 0 obj[794 0 R] endobj 814 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 815 0 obj[794 0 R] endobj 816 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 817 0 obj[794 0 R] endobj 818 0 obj[816 0 R/XYZ 0 545.4 null] endobj 819 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 820 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 24.7692 0 0 24.7692 10 646.726 Tm +(11)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Lists)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Lists are powerful data structures for holding and manipulating groups o\ f things. )Tj +0 -2.557 TD +(In Prolog, a list is simply a collection of terms. The terms can be any \ Prolog data types, including )Tj +0 -1.2 TD +(structures and other lists. Syntactically, a list is denoted by square b\ rackets with the terms separated by )Tj +T* +(commas. For example, a list of things in the kitchen is represented as )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +( [apple, broccoli, refrigerator])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This gives us an alternative way of representing the locations of things\ . Rather than having separate )Tj +T* +(location predicates for each thing, we can have one location predicate p\ er container, with a list of things )Tj +T* +(in the container. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(loc_list\([apple, broccoli, crackers], kitchen\).)Tj +T* +(loc_list\([desk, computer], office\).)Tj +T* +(loc_list\([flashlight, envelope], desk\).)Tj +0 -1.2 TD +(loc_list\([stamp, key], envelope\).)Tj +0 -1.2 TD +(loc_list\(['washing machine'], cellar\).)Tj +0 -1.2 TD +(loc_list\([nani], 'washing machine'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(There is a special list, called the empty list, which is represented by \ a set of empty brackets \([]\). It is also )Tj +0 -1.2 TD +(referred to as )Tj +/T1_3 1 Tf +(nil)Tj +/T1_0 1 Tf +(. It can describe the lack of contents of a place or thing. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(loc_list\([], hall\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Unification works on lists just as it works on other data structures. Wi\ th what we now know about lists )Tj +T* +(we can ask )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- loc_list\(X, kitchen\).)Tj +T* +(X = [apple, broccoli, crackers] )Tj +0 -2.4 TD +(?- [_,X,_] = [apples, broccoli, crackers].)Tj +ET +EMC +Q + +endstream endobj 821 0 obj[794 0 R] endobj 822 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 823 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(X = broccoli )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(This last example is an impractical method of getting at list elements, \ since the patterns won't unify )Tj +0 -1.2 TD +(unless both lists have the same number of elements. )Tj +0 -2.557 TD +(For lists to be useful, there must be easy ways to access, add, and dele\ te list elements. Moreover, we )Tj +0 -1.2 TD +(should not have to concern ourselves about the number of list items, or \ their order. )Tj +0 -2.557 TD +(Two Prolog features enable us to accomplish this easy access. One is a s\ pecial notation that allows )Tj +0 -1.2 TD +(reference to the first element of a list and the list of remaining eleme\ nts, and the other is recursion. )Tj +0 -2.557 TD +(These two features allow us to write list utility predicates, such as me\ mber/2, which finds members of a )Tj +0 -1.2 TD +(list, and append/3, which joins two lists together. List predicates all \ follow a similar strategy--try )Tj +T* +(something with the first element of a list, then recursively repeat the \ process on the rest of the list. )Tj +0 -2.557 TD +(First, the special notation for list structures. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +( [X | Y])Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(When this structure is unified with a list, X is bound to the first elem\ ent of the list, called the )Tj +/T1_2 1 Tf +(head)Tj +/T1_1 1 Tf +(. Y is )Tj +0 -1.2 TD +(bound to the list of remaining elements, called the )Tj +/T1_2 1 Tf +(tail)Tj +/T1_1 1 Tf +(. )Tj +0 -2.557 TD +(We will now look at some examples of unification using lists. The follow\ ing example successfully )Tj +0 -1.2 TD +(unifies because the two structures are syntactically equivalent. Note th\ at the tail is a list. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [a|[b,c,d]] = [a,b,c,d].)Tj +T* +(yes)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(This next example fails because of misuse of the bar \(|\) symbol. What \ follows the bar must be a single )Tj +T* +(term, which for all practical purposes must be a list. The example incor\ rectly has three terms after the )Tj +T* +(bar. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [a|b,c,d] = [a,b,c,d].)Tj +T* +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Here are some more examples. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [H|T] = [apple, broccoli, refrigerator].)Tj +T* +(H = apple)Tj +T* +(T = [broccoli, refrigerator] )Tj +ET +EMC +Q + +endstream endobj 824 0 obj[794 0 R] endobj 825 0 obj[822 0 R/XYZ 0 67.8 null] endobj 826 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 827 0 obj<> endobj 828 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(?- [H|T] = [a, b, c, d, e].)Tj +0 -1.2 TD +(H = a)Tj +T* +(T = [b, c, d, e] )Tj +0 -2.4 TD +(?- [H|T] = [apples, bananas].)Tj +0 -1.2 TD +(H = apples)Tj +T* +(T = [bananas] )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(In the previous and following examples, the tail is a list with one elem\ ent. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [H|T] = [a, [b,c,d]].)Tj +T* +(H = a)Tj +T* +(T = [[b, c, d]] )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(In the next case, the tail is the empty list. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [H|T] = [apples].)Tj +T* +(H = apples)Tj +T* +(T = [] )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The empty list does not unify with the standard list syntax because it h\ as no head. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [H|T] = [].)Tj +T* +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(NOTE: This last failure is important, because it is often used to test f\ or the boundary condition in a )Tj +T* +(recursive routine. That is, as long as there are elements in the list, a\ unification with the [X|Y] pattern )Tj +T* +(will succeed. When there are no elements in the list, that unification f\ ails, indicating that the boundary )Tj +T* +(condition applies. )Tj +0 -2.557 TD +(We can specify more than just the first element before the bar \(|\). In\ fact, the only rule is that what )Tj +0 -1.2 TD +(follows it should be a list. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- [One, Two | T] = [apple, sprouts, fridge, milk].)Tj +T* +(One = apple)Tj +T* +(Two = sprouts)Tj +T* +(T = [fridge, milk] )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Notice in the next examples how each of the variables is bound to a stru\ cture that shows the )Tj +T* +(relationships between the variables. The internal variable numbers indic\ ate how the variables are related. )Tj +T* +(In the first example Z, the tail of the right-hand list, is unified with\ [Y|T]. In the second example T, the )Tj +T* +(tail of the left-hand list is unified with [Z]. In both cases, Prolog lo\ oks for the most general way to relate )Tj +ET +EMC +Q + +endstream endobj 829 0 obj[794 0 R] endobj 830 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 831 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(or bind the variables. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [X,Y|T] = [a|Z].)Tj +0 -1.2 TD +(X = a)Tj +T* +(Y = _01)Tj +T* +(T = _03)Tj +T* +(Z = [_01 | _03] )Tj +0 -2.4 TD +(?- [H|T] = [apple, Z].)Tj +0 -1.2 TD +(H = apple)Tj +T* +(T = [_01])Tj +T* +(Z = _01 )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Study these last two examples carefully, because list unification is cri\ tical in building list utility )Tj +T* +(predicates. )Tj +0 -2.557 TD +(A list can be thought of as a head and a tail list, whose head is the se\ cond element and whose tail is a list )Tj +0 -1.2 TD +(whose head is the third element, and so on. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [a|[b|[c|[d|[]]]]] = [a,b,c,d].)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We have said a list is a special kind of structure. In a sense it is, bu\ t in another sense it is just like any )Tj +T* +(other Prolog term. The last example gives us some insight into the true \ nature of the list. It is really an )Tj +T* +(ordinary two-argument predicate. The first argument is the head and the \ second is the tail. If we called it )Tj +T* +(dot/2, then the list [a,b,c,d] would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(dot\(a,dot\(b,dot\(c,dot\(d,[]\)\)\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In fact, the predicate does exist, at least conceptually, and it is call\ ed dot, but it is represented by a )Tj +T* +(period \(.\) instead of dot. )Tj +0 -2.557 TD +(To see the dot notation, we use the built-in predicate display/1, which \ is similar to write/1, except it )Tj +0 -1.2 TD +(always uses the dot syntax for lists when it writes to the console. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = [a,b,c,d], write\(X\), nl, display\(X\), nl.)Tj +T* +( [a,b,c,d])Tj +T* +(.\(a,.\(b,.\(c,.d\(,[]\)\)\)\))Tj +0 -2.4 TD +(?- X = [Head|Tail], write\(X\), nl, display\(X\), nl.)Tj +0 -1.2 TD +( [_01, _02])Tj +T* +(.\(_01,_02\))Tj +ET +EMC +Q + +endstream endobj 832 0 obj[794 0 R] endobj 833 0 obj<> endobj 834 0 obj<> endobj 835 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 737.1082 Tm +(?- X = [a,b,[c,d],e], write\(X\), nl, display\(X\), nl.)Tj +0 -1.2 TD +( [a,b,[c,d],e])Tj +T* +(.\(a,.\(b,.\(.\(c,.\(d,[]\)\),.\(e,[]\)\)\)\))Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(From these examples it should be clear why there is a different syntax f\ or lists. The easier syntax makes )Tj +T* +(for easier reading, but sometimes obscures the behavior of the predicate\ . It helps to keep this "real" )Tj +T* +(structure of lists in mind when working with predicates that manipulate \ lists. )Tj +0 -2.557 TD +(This structure of lists is well-suited for the writing of recursive rout\ ines. The first one we will look at is )Tj +0 -1.2 TD +(member/2, which determines whether or not a term is a member of a list. \ )Tj +0 -2.557 TD +(As with most recursive predicates, we will start with the boundary condi\ tion, or the simple case. An )Tj +0 -1.2 TD +(element is a member of a list if it is the head of the list. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(member\(H,[H|T]\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(This clause also illustrates how a fact with variable arguments acts as \ a rule. )Tj +0 -2.557 TD +(The second clause of member/2 is the recursive rule. It says an element \ is a member of a list if it is a )Tj +0 -1.2 TD +(member of the tail of the list. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(member\(X,[H|T]\) :- member\(X,T\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The full predicate is )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(member\(H,[H|T]\).)Tj +0 -1.2 TD +(member\(X,[H|T]\) :- member\(X,T\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Note that both clauses of member/2 expect a list as the second argument.\ Since T in [H|T] in the second )Tj +0 -1.2 TD +(clause is itself a list, the recursive call to member/2 works. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- member\(apple, [apple, broccoli, crackers]\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- member\(broccoli, [apple, broccoli, crackers]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- member\(banana, [apple, broccoli, crackers]\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Figure 11.1 has a full annotated trace of member/2. )Tj +ET +EMC +Q + +endstream endobj 836 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 745 m +602 745 l +601 744 l +11 744 l +h +f +10 745 m +10 289 l +11 290 l +11 744 l +h +f +0.313 0.313 0.313 rg +602 745 m +602 289 l +601 290 l +601 744 l +h +f +10 289 m +602 289 l +601 290 l +11 290 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 742 m +599 742 l +598 741 l +14 741 l +h +f +13 742 m +13 292 l +14 293 l +14 741 l +h +f +0.949 0.945 0.935 rg +599 742 m +599 292 l +598 293 l +598 741 l +h +f +13 292 m +599 292 l +598 293 l +14 293 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 725.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- member\(b, [a,b,c]\).)Tj +0 -2.4 TD +(1-1 CALL member\(b,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The goal pattern fails to unify with the head of the first clause of mem\ ber/2, because the pattern in the )Tj +0 -1.2 TD +(head of the first clause calls for the head of the list and first argume\ nt to be identical. The goal pattern )Tj +T* +(can unify with the head of the second clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 try \(2\) member\(b,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The second clause recursively calls another copy of member/2.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL member\(b,[b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds because the call pattern unifies with the head of the first \ clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 EXIT \(1\) member\(b,[b,c]\) )Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The success ripples back to the outer level.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 EXIT \(2\) member\(b,[a,b,c]\) )Tj +0 -1.2 TD +( yes)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.1. Trace of member/2 )Tj +0 -2.557 TD +(As with many Prolog predicates, member/2 can be used in multiple ways. I\ f the first argument is a )Tj +0 -1.2 TD +(variable, member/2 will, on backtracking, generate all of the terms in a\ given list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- member\(X, [apple, broccoli, crackers]\).)Tj +T* +(X = apple ;)Tj +T* +(X = broccoli ;)Tj +T* +(X = crackers ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We will now trace this use of member/2 using the internal variables. Rem\ ember that each level has its )Tj +T* +(own unique variables, but that they are tied together based on the unifi\ cation patterns between the goal )Tj +ET +EMC +Q + +endstream endobj 837 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 608.2 m +602 608.2 l +601 607.2 l +11 607.2 l +h +f +10 608.2 m +10 36 l +11 36 l +11 607.2 l +h +f +0.313 0.313 0.313 rg +602 608.2 m +602 36 l +601 36 l +601 607.2 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 605.2 m +599 605.2 l +598 604.2 l +14 604.2 l +h +f +13 605.2 m +13 36 l +14 36 l +14 604.2 l +h +f +0.949 0.945 0.935 rg +599 605.2 m +599 36 l +598 36 l +598 604.2 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(at one level and the head of the clause on the next level. )Tj +0 -2.557 TD +(In this case the pattern is simple in the recursive clause of member. Th\ e head of the clause unifies X )Tj +0 -1.2 TD +(with the first argument of the original goal, represented by _0 in the f\ ollowing trace. The body has a call )Tj +T* +(to member/2 in which the first argument is also X, therefore causing the\ next level to unify with the )Tj +T* +(same _0. )Tj +0 -2.557 TD +(Figure 11.2 has the trace. )Tj +0.5 -3.057 Td +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- member\(X,[a,b,c]\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The goal succeeds by unification with the head of the first clause, if X\ = a.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 CALL member\(_0,[a,b,c]\) )Tj +0 -1.2 TD +(1-1 EXIT \(1\) member\(a,[a,b,c]\) )Tj +T* +( X = a ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking unbinds the variable and the second clause is tried.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO member\(_0,[a,b,c]\) )Tj +0 -1.2 TD +(1-1 try \(2\) member\(_0,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds on the second level, just as on the first level.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL member\(_0,[b,c]\) )Tj +0 -1.2 TD +( 2-1 EXIT \(1\) member\(b,[b,c]\) )Tj +T* +(1-1 EXIT member\(b,[a,b,c]\) )Tj +T* +( X = b ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking continues onto the third level, with similar results.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 REDO member\(_0,[b,c]\) )Tj +0 -1.2 TD +( 2-1 try \(2\) member\(_0,[b,c]\))Tj +T* +( 3-1 CALL member\(_0,[c]\) )Tj +T* +( 3-1 EXIT \(1\) member\(c,[c]\) )Tj +T* +( 2-1 EXIT \(2\) member\(c,[b,c]\) )Tj +T* +(1-1 EXIT \(2\) member\(c,[a,b,c]\) )Tj +T* +( X = c ;)Tj +ET +EMC +Q + +endstream endobj 838 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 553 l +11 554 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 553 l +601 554 l +601 766 l +h +f +10 553 m +602 553 l +601 554 l +11 554 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 556 l +14 557 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 556 l +598 557 l +598 766 l +h +f +13 556 m +599 556 l +598 557 l +14 557 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9756 Tm +(Further backtracking causes an attempt to find a member of the empty lis\ t. The empty list does not )Tj +0 -1.2 TD +(unify with either of the list patterns in the member/2 clauses, so the q\ uery fails back to the beginning.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 REDO member\(_0,[c]\) )Tj +0 -1.2 TD +( 3-1 try \(2\) member\(_0,[c]\))Tj +T* +( 4-1 CALL member\(_0,[]\))Tj +T* +( 4-1 FAIL member\(_0,[]\))Tj +T* +( 3-1 FAIL member\(_0,[c]\))Tj +T* +( 2-1 FAIL member\(_0,[b,c]\))Tj +T* +(1-1 FAIL member\(_0,[a,b,c]\))Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.2. Trace of member/2 generating elements of a list )Tj +0 -2.557 TD +(Another very useful list predicate builds lists from other lists or alte\ rnatively splits lists into separate )Tj +0 -1.2 TD +(pieces. This predicate is usually called append/3. In this predicate the\ second argument is appended to )Tj +T* +(the first argument to yield the third argument. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- append\([a,b,c],[d,e,f],X\).)Tj +T* +(X = [a,b,c,d,e,f])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It is a little more difficult to follow, since the basic strategy of wor\ king from the head of the list does not )Tj +T* +(fit nicely with the problem of adding something to the end of a list. ap\ pend/3 solves this problem by )Tj +T* +(reducing the first list recursively. )Tj +0 -2.557 TD +(The boundary condition states that if a list X is appended to the empty \ list, the resulting list is also X. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([],X,X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The recursive condition states that if list X is appended to list [H|T1]\ , then the head of the new list is also )Tj +0 -1.2 TD +(H, and the tail of the new list is the result of appending X to the tail\ of the first list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([H|T1],X,[H|T2]\) :-)Tj +T* +( append\(T1,X,T2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The full predicate is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([],X,X\).)Tj +T* +(append\([H|T1],X,[H|T2]\) :-)Tj +T* +( append\(T1,X,T2\).)Tj +ET +EMC +Q + +endstream endobj 839 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 668.6 m +602 668.6 l +601 667.6 l +11 667.6 l +h +f +10 668.6 m +10 152 l +11 153 l +11 667.6 l +h +f +0.313 0.313 0.313 rg +602 668.6 m +602 152 l +601 153 l +601 667.6 l +h +f +10 152 m +602 152 l +601 153 l +11 153 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 665.6 m +599 665.6 l +598 664.6 l +14 664.6 l +h +f +13 665.6 m +13 155 l +14 156 l +14 664.6 l +h +f +0.949 0.945 0.935 rg +599 665.6 m +599 155 l +598 156 l +598 664.6 l +h +f +13 155 m +599 155 l +598 156 l +14 156 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 742.7756 Tm +(Real Prolog magic is at work here, which the trace alone does not reveal\ . At each level, new variable )Tj +0 -1.2 TD +(bindings are built, that are unified with the variables of the previous \ level. Specifically, the third )Tj +T* +(argument in the recursive call to append/3 is the tail of the third argu\ ment in the head of the clause. )Tj +T* +(These variable relationships are included at each step in the annotated \ trace shown in Figure 11.3. )Tj +0.5 -3.057 Td +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- append\([a,b,c],[d,e,f],X\).)Tj +0 -2.557 TD +(1-1 CALL append\([a,b,c],[d,e,f],_0\))Tj +0 -1.2 TD +( X = _0)Tj +T* +( 2-1 CALL append\([b,c],[d,e,f],_5\))Tj +T* +( _0 = [a|_5])Tj +T* +( 3-1 CALL append\([c],[d,e,f],_9\))Tj +T* +( _5 = [b|_9])Tj +T* +( 4-1 CALL append\([],[d,e,f],_14\))Tj +T* +( _9 = [c|_14])Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(By making all the substitutions of the variable relationships, we can se\ e that at this point X is bound )Tj +0 -1.2 TD +(as follows \(thinking in terms of the dot notation for lists might make \ append/3 easier to understand\).)Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X = [a|[b|[c|_14]]])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We are about to hit the boundary condition, as the first argument has be\ en reduced to the empty list. )Tj +T* +(Unifying with the first clause of append/3 will bind _14 to a value, nam\ ely [d,e,f], thus giving us the )Tj +T* +(desired result for X, as well as all the other intermediate variables. N\ otice the bound third arguments )Tj +T* +(at each level, and compare them to the variables in the call ports above\ .)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 4-1 EXIT \(1\) append\([],[d,e,f],[d,e,f]\))Tj +0 -1.2 TD +( 3-1 EXIT \(2\) append\([c],[d,e,f],[c,d,e,f]\))Tj +T* +( 2-1 EXIT \(2\) append\([b,c],[d,e,f],[b,c,d,e,f]\))Tj +T* +(1-1 EXIT \(2\)append\([a,b,c],[d,e,f],[a,b,c,d,e,f]\))Tj +T* +( X = [a,b,c,d,e,f] )Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.3. Trace of append/3 )Tj +0 -2.557 TD +(Like member/2, append/3 can also be used in other ways, for example, to \ break lists apart as follows. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- append\(X,Y,[a,b,c]\).)Tj +ET +EMC +Q + +endstream endobj 840 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(X = [])Tj +0 -1.2 TD +(Y = [a,b,c] ;)Tj +0 -2.4 TD +(X = [a])Tj +0 -1.2 TD +(Y = [b,c] ;)Tj +0 -2.4 TD +(X = [a,b])Tj +0 -1.2 TD +(Y = [c] ;)Tj +0 -2.4 TD +(X = [a,b,c])Tj +0 -1.2 TD +(Y = [] ;)Tj +T* +(no)Tj +0 0 1 rg +/T1_1 1 Tf +16.1538 0 0 16.1538 10 531.2457 Tm +(Using the List Utilities )Tj +0 0 0 rg +/T1_2 1 Tf +14 0 0 14 10 494.9909 Tm +(Now that we have tools for manipulating lists, we can use them. For exam\ ple, if we choose to use )Tj +T* +(loc_list/2 instead of location/2 for storing things, we can write a new \ location/2 that behaves exactly like )Tj +T* +(the old one, except that it computes the answer rather than looking it u\ p. This illustrates the sometimes )Tj +T* +(fuzzy line between data and procedure. The rest of the program cannot te\ ll how location/2 gets its )Tj +T* +(results, whether as data or by computation. In either case it behaves th\ e same, even on backtracking. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(location\(X,Y\):- )Tj +T* +( loc_list\(List, Y\),)Tj +T* +( member\(X, List\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.552 Td +(In the game, it will be necessary to add things to the loc_lists wheneve\ r something is put down in a )Tj +T* +(room. We can write add_thing/3 which uses append/3. If we call it with N\ ewThing and Container, it will )Tj +T* +(provide us with the NewList. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(add_thing\(NewThing, Container, NewList\):- )Tj +T* +( loc_list\(OldList, Container\),)Tj +T* +( append\([NewThing],OldList, NewList\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.552 Td +(Testing it gives )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- add_thing\(plum, kitchen, X\).)Tj +T* +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.552 Td +(However, this is a case where the same effect can be achieved through un\ ification and the [Head|Tail] )Tj +T* +(list notation. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(add_thing2\(NewThing, Container, NewList\):- )Tj +ET +EMC +Q + +endstream endobj 841 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +( loc_list\(OldList, Container\),)Tj +0 -1.2 TD +( NewList = [NewThing | OldList].)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(It works the same as the other one. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- add_thing2\(plum, kitchen, X\).)Tj +T* +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can simplify it one step further by removing the explicit unification\ , and using the implicit )Tj +T* +(unification that occurs at the head of a clause, which is the preferred \ form for this type of predicate. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(add_thing3\(NewTh, Container,[NewTh|OldList]\) :-)Tj +T* +( loc_list\(OldList, Container\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(It also works the same. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- add_thing3\(plum, kitchen, X\).)Tj +T* +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(In practice, we might write put_thing/2 directly without using the separ\ ate add_thing/3 predicate to build )Tj +T* +(a new list for us. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(put_thing\(Thing,Place\) :-)Tj +T* +( retract\(loc_list\(List, Place\)\),)Tj +T* +( asserta\(loc_list\([Thing|List],Place\)\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Whether you use multiple logicbase entries or lists for situations, such\ as we have with locations of )Tj +T* +(things, is largely a matter of style. Your experience will lead you to o\ ne or the other in different )Tj +T* +(situations. Sometimes backtracking over multiple predicates is a more na\ tural solution to a problem and )Tj +T* +(sometimes recursively dealing with a list is more natural. )Tj +0 -2.557 TD +(You might find that some parts of a particular application fit better wi\ th multiple facts in the logicbase )Tj +0 -1.2 TD +(and other parts fit better with lists. In these cases it is useful to kn\ ow how to go from one format to the )Tj +T* +(other. )Tj +0 -2.557 TD +(Going from a list to multiple facts is simple. You write a recursive rou\ tine that continually asserts the )Tj +0 -1.2 TD +(head of the list. In this example we create individual facts in the pred\ icate stuff/1. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(break_out\([]\).)Tj +T* +(break_out\([Head | Tail]\):-)Tj +T* +( assertz\(stuff\(Head\)\),)Tj +T* +( break_out\(Tail\).)Tj +ET +EMC +Q + +endstream endobj 842 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 732.9756 Tm +(Here's how it works. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- break_out\([pencil, cookie, snow]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- stuff\(X\).)Tj +0 -1.2 TD +(X = pencil ;)Tj +T* +(X = cookie ;)Tj +T* +(X = snow ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Transforming multiple facts into a list is more difficult. For this reas\ on most Prologs provide built-in )Tj +T* +(predicates that do the job. The most common one is findall/3. The argume\ nts are )Tj +0 -2.557 TD +(arg1 )Tj +2.857 -1.2 Td +(A pattern for the terms in the resulting list )Tj +-2.857 -1.2 Td +(arg2)Tj +2.857 -1.2 Td +(A goal pattern )Tj +-2.857 -1.2 Td +(arg3 )Tj +2.857 -1.2 Td +(The resulting list )Tj +-2.857 -2.557 Td +(findall/3 automatically does a full backtracking search of the goal patt\ ern and stores each result in the )Tj +0 -1.2 TD +(list. It can recover our stuff/1 back into a list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(X, stuff\(X\), L\).)Tj +T* +(L = [pencil, cookie, snow])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Fancier patterns are available. This is how to get a list of all the roo\ ms connecting to the kitchen. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(X, connect\(kitchen, X\), L\).)Tj +T* +(L = [office, cellar, 'dining room'])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The pattern in the first argument can be even fancier and the second arg\ ument can be a conjunction of )Tj +T* +(goals. Parentheses are used to group the conjunction of goals in the sec\ ond argument, thus avoiding the )Tj +T* +(potential ambiguity. Here findall/3 builds a list of structures that loc\ ates the edible things. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(foodat\(X,Y\), \(location\(X,Y\) , edible\(X\)\), L\).)Tj +T* +(L = [foodat\(apple, kitchen\), foodat\(crackers, kitchen\)])Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 53.6457 Tm +(Exercises )Tj +ET +EMC +Q + +endstream endobj 843 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 747.1484 Tm +(List Utilities)Tj +/T1_1 1 Tf +0 -2.54 TD +(1- Write list utilities that perform the following functions. )Tj +/T1_2 1 Tf +7 0 0 7 35.713 675.7909 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 675.7909 Tm +(Remove a given element from a list )Tj +/T1_2 1 Tf +7 0 0 7 35.713 658.9909 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 658.9909 Tm +(Find the element after a given element )Tj +/T1_2 1 Tf +7 0 0 7 35.713 642.1909 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 642.1909 Tm +(Split a list into two lists at a given element \(Hint - append/3 is clos\ e.\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 625.3909 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 625.3909 Tm +(Get the last element of a list )Tj +/T1_2 1 Tf +7 0 0 7 35.713 608.5909 Tm +(l)Tj +/T1_1 1 Tf +( )Tj +14 0 0 14 50 608.5909 Tm +(Count the elements in a list \(Hint - the length of the empty list is 0,\ the length a non-empty list is )Tj +0 -1.2 TD +(1 + the length of its tail.\) )Tj +-2.857 -2.557 Td +(2- Because write/1 only takes a single argument, multiple 'writes' are n\ ecessary for writing a mixed )Tj +T* +(string of text and variables. Write a list utility respond/1 which takes\ as its single argument a list of )Tj +T* +(terms to be written. This can be used in the game to communicate with th\ e player. For example )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(respond\(['You can''t get to the', Room, 'from here']\))Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(3- Lists with a variable tail are called open lists. They have some inte\ resting properties. For example, )Tj +T* +(member/2 can be used to add items to an open list. Experiment with and t\ race the following queries. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(?- member\(a,X\).)Tj +T* +(?- member\(b, [a,b,c|X]\).)Tj +T* +(?- member\(d, [a,b,c|X]\).)Tj +T* +(?- OpenL = [a,b,c|X], member\(d, OpenL\), write\(OpenL\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.57 Td +(Nonsense Prolog)Tj +/T1_1 1 Tf +0 -2.54 TD +(4- Predict the results of the following queries. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(?- [a,b,c,d] = [H|T].)Tj +0 -1.2 TD +(?- [a,[b,c,d]] = [H|T].)Tj +T* +(?- [] = [H|T].)Tj +T* +(?- [a] = [H|T].)Tj +T* +(?- [apple,3,X,'What?'] = [A,B|Z].)Tj +T* +(?- [[a,b,c],[d,e,f],[g,h,i]] = [H|T].)Tj +T* +(?- [a\(X,c\(d,Y\)\), b\(2,3\), c\(d,Y\)] = [H|T].)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.57 Td +(Genealogical Logicbase)Tj +/T1_1 1 Tf +0 -2.54 TD +(5- Consider the following Prolog program )Tj +ET +EMC +Q + +endstream endobj 844 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(11)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Lists)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Lists are powerful data structures for holding and manipulating groups o\ f things. )Tj +0 -2.557 TD +(In Prolog, a list is simply a collection of terms. The terms can be any \ Prolog data types, including )Tj +0 -1.2 TD +(structures and other lists. Syntactically, a list is denoted by square b\ rackets with the terms separated by )Tj +0 -1.2 TD +(commas. For example, a list of things in the kitchen is represented as )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +( [apple, broccoli, refrigerator])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This gives us an alternative way of representing the locations of things\ . Rather than having separate )Tj +0 -1.2 TD +(location predicates for each thing, we can have one location predicate p\ er container, with a list of things )Tj +T* +(in the container. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(loc_list\([apple, broccoli, crackers], kitchen\).)Tj +T* +(loc_list\([desk, computer], office\).)Tj +T* +(loc_list\([flashlight, envelope], desk\).)Tj +T* +(loc_list\([stamp, key], envelope\).)Tj +T* +(loc_list\(['washing machine'], cellar\).)Tj +T* +(loc_list\([nani], 'washing machine'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(There is a special list, called the empty list, which is represented by \ a set of empty brackets \([]\). It is also )Tj +T* +(referred to as )Tj +/T1_3 1 Tf +(nil)Tj +/T1_0 1 Tf +(. It can describe the lack of contents of a place or thing. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(loc_list\([], hall\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Unification works on lists just as it works on other data structures. Wi\ th what we now know about lists )Tj +T* +(we can ask )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- loc_list\(X, kitchen\).)Tj +0 -1.2 TD +(X = [apple, broccoli, crackers] )Tj +0 -2.4 TD +(?- [_,X,_] = [apples, broccoli, crackers].)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(1 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 845 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(X = broccoli )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This last example is an impractical method of getting at list elements, \ since the patterns won't unify )Tj +0 -1.2 TD +(unless both lists have the same number of elements. )Tj +0 -2.557 TD +(For lists to be useful, there must be easy ways to access, add, and dele\ te list elements. Moreover, we )Tj +0 -1.2 TD +(should not have to concern ourselves about the number of list items, or \ their order. )Tj +0 -2.557 TD +(Two Prolog features enable us to accomplish this easy access. One is a s\ pecial notation that allows )Tj +0 -1.2 TD +(reference to the first element of a list and the list of remaining eleme\ nts, and the other is recursion. )Tj +0 -2.557 TD +(These two features allow us to write list utility predicates, such as me\ mber/2, which finds members of a )Tj +0 -1.2 TD +(list, and append/3, which joins two lists together. List predicates all \ follow a similar strategy--try )Tj +0 -1.2 TD +(something with the first element of a list, then recursively repeat the \ process on the rest of the list. )Tj +0 -2.557 TD +(First, the special notation for list structures. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +( [X | Y])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(When this structure is unified with a list, X is bound to the first elem\ ent of the list, called the )Tj +/T1_2 1 Tf +(head)Tj +/T1_0 1 Tf +(. Y is )Tj +0 -1.2 TD +(bound to the list of remaining elements, called the )Tj +/T1_2 1 Tf +(tail)Tj +/T1_0 1 Tf +(. )Tj +0 -2.557 TD +(We will now look at some examples of unification using lists. The follow\ ing example successfully )Tj +0 -1.2 TD +(unifies because the two structures are syntactically equivalent. Note th\ at the tail is a list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [a|[b,c,d]] = [a,b,c,d].)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This next example fails because of misuse of the bar \(|\) symbol. What \ follows the bar must be a single )Tj +T* +(term, which for all practical purposes must be a list. The example incor\ rectly has three terms after the )Tj +T* +(bar. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [a|b,c,d] = [a,b,c,d].)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here are some more examples. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [H|T] = [apple, broccoli, refrigerator].)Tj +T* +(H = apple)Tj +T* +(T = [broccoli, refrigerator] )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(2 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 846 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(?- [H|T] = [a, b, c, d, e].)Tj +0 -1.2 TD +(H = a)Tj +T* +(T = [b, c, d, e] )Tj +0 -2.4 TD +(?- [H|T] = [apples, bananas].)Tj +0 -1.2 TD +(H = apples)Tj +T* +(T = [bananas] )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In the previous and following examples, the tail is a list with one elem\ ent. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [H|T] = [a, [b,c,d]].)Tj +0 -1.2 TD +(H = a)Tj +T* +(T = [[b, c, d]] )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In the next case, the tail is the empty list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [H|T] = [apples].)Tj +T* +(H = apples)Tj +T* +(T = [] )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The empty list does not unify with the standard list syntax because it h\ as no head. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [H|T] = [].)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(NOTE: This last failure is important, because it is often used to test f\ or the boundary condition in a )Tj +T* +(recursive routine. That is, as long as there are elements in the list, a\ unification with the [X|Y] pattern )Tj +0 -1.2 TD +(will succeed. When there are no elements in the list, that unification f\ ails, indicating that the boundary )Tj +T* +(condition applies. )Tj +0 -2.557 TD +(We can specify more than just the first element before the bar \(|\). In\ fact, the only rule is that what )Tj +0 -1.2 TD +(follows it should be a list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [One, Two | T] = [apple, sprouts, fridge, milk].)Tj +T* +(One = apple)Tj +T* +(Two = sprouts)Tj +T* +(T = [fridge, milk] )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Notice in the next examples how each of the variables is bound to a stru\ cture that shows the )Tj +T* +(relationships between the variables. The internal variable numbers indic\ ate how the variables are related. )Tj +T* +(In the first example Z, the tail of the right-hand list, is unified with\ [Y|T]. In the second example T, the )Tj +T* +(tail of the left-hand list is unified with [Z]. In both cases, Prolog lo\ oks for the most general way to relate )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(3 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 847 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(or bind the variables. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [X,Y|T] = [a|Z].)Tj +0 -1.2 TD +(X = a)Tj +0 -1.2 TD +(Y = _01)Tj +T* +(T = _03)Tj +T* +(Z = [_01 | _03] )Tj +0 -2.4 TD +(?- [H|T] = [apple, Z].)Tj +0 -1.2 TD +(H = apple)Tj +T* +(T = [_01])Tj +T* +(Z = _01 )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Study these last two examples carefully, because list unification is cri\ tical in building list utility )Tj +T* +(predicates. )Tj +0 -2.557 TD +(A list can be thought of as a head and a tail list, whose head is the se\ cond element and whose tail is a list )Tj +0 -1.2 TD +(whose head is the third element, and so on. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- [a|[b|[c|[d|[]]]]] = [a,b,c,d].)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We have said a list is a special kind of structure. In a sense it is, bu\ t in another sense it is just like any )Tj +T* +(other Prolog term. The last example gives us some insight into the true \ nature of the list. It is really an )Tj +T* +(ordinary two-argument predicate. The first argument is the head and the \ second is the tail. If we called it )Tj +T* +(dot/2, then the list [a,b,c,d] would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(dot\(a,dot\(b,dot\(c,dot\(d,[]\)\)\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In fact, the predicate does exist, at least conceptually, and it is call\ ed dot, but it is represented by a )Tj +0 -1.2 TD +(period \(.\) instead of dot. )Tj +0 -2.557 TD +(To see the dot notation, we use the built-in predicate display/1, which \ is similar to write/1, except it )Tj +0 -1.2 TD +(always uses the dot syntax for lists when it writes to the console. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = [a,b,c,d], write\(X\), nl, display\(X\), nl.)Tj +T* +( [a,b,c,d])Tj +T* +(.\(a,.\(b,.\(c,.d\(,[]\)\)\)\))Tj +0 -2.4 TD +(?- X = [Head|Tail], write\(X\), nl, display\(X\), nl.)Tj +0 -1.2 TD +( [_01, _02])Tj +T* +(.\(_01,_02\))Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(4 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 848 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(parent\(p1,p2\).)Tj +0 -1.2 TD +(parent\(p2,p3\).)Tj +T* +(parent\(p3,p4\).)Tj +T* +(parent\(p4,p5\).)Tj +0 -2.4 TD +(ancestor\(A,D,[A]\) :- parent\(A,D\).)Tj +0 -1.2 TD +(ancestor\(A,D,[X|Z]\) :-)Tj +T* +( parent\(X,D\),)Tj +T* +( ancestor\(A,X,Z\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(6- What is the purpose of the third argument to ancestor? )Tj +0 -2.557 TD +(7- Predict the response to the following queries. Check by tracing in Pr\ olog. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- ancestor\(a2,a3,X\).)Tj +0 -1.2 TD +(?- ancestor\(a1,a5,X\).)Tj +T* +(?- ancestor\(a5,a1,X\).)Tj +T* +(?- ancestor\(X,a5,Z\).)Tj +0 0 0 rg +/T1_2 1 Tf +-2.857 -2.57 Td +(Expert System)Tj +/T1_0 1 Tf +0 -2.54 TD +(8- Lists provide a convenient way to provide a simple menu capability to\ our expert system. We can )Tj +0 -1.2 TD +(replace the 'ask' predicate with menuask/3 where appropriate. menuask/3 \ will ask the player to select an )Tj +T* +(item from a menu. The format is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(menuask\(Attribute, Value, List_of_Choices\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(size\(X\):- menuask\(size, X, [large, medium, small]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This requires two intermediate predicates, menu_display/2 and menu_selec\ t/2. The first writes each )Tj +T* +(choice on a separate line preceded by a unique number. The second uses a\ number entered by the user to )Tj +T* +(return the "nth" element of the list. )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 144.9005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(14 of 14\)11/3/2006\ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 849 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 737.1082 Tm +(?- X = [a,b,[c,d],e], write\(X\), nl, display\(X\), nl.)Tj +0 -1.2 TD +( [a,b,[c,d],e])Tj +T* +(.\(a,.\(b,.\(.\(c,.\(d,[]\)\),.\(e,[]\)\)\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(From these examples it should be clear why there is a different syntax f\ or lists. The easier syntax makes )Tj +0 -1.2 TD +(for easier reading, but sometimes obscures the behavior of the predicate\ . It helps to keep this "real" )Tj +T* +(structure of lists in mind when working with predicates that manipulate \ lists. )Tj +0 -2.557 TD +(This structure of lists is well-suited for the writing of recursive rout\ ines. The first one we will look at is )Tj +0 -1.2 TD +(member/2, which determines whether or not a term is a member of a list. \ )Tj +0 -2.557 TD +(As with most recursive predicates, we will start with the boundary condi\ tion, or the simple case. An )Tj +0 -1.2 TD +(element is a member of a list if it is the head of the list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(member\(H,[H|T]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This clause also illustrates how a fact with variable arguments acts as \ a rule. )Tj +0 -2.557 TD +(The second clause of member/2 is the recursive rule. It says an element \ is a member of a list if it is a )Tj +0 -1.2 TD +(member of the tail of the list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(member\(X,[H|T]\) :- member\(X,T\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The full predicate is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(member\(H,[H|T]\).)Tj +T* +(member\(X,[H|T]\) :- member\(X,T\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Note that both clauses of member/2 expect a list as the second argument.\ Since T in [H|T] in the second )Tj +0 -1.2 TD +(clause is itself a list, the recursive call to member/2 works. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- member\(apple, [apple, broccoli, crackers]\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- member\(broccoli, [apple, broccoli, crackers]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- member\(banana, [apple, broccoli, crackers]\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Figure 11.1 has a full annotated trace of member/2. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(5 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 850 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 745 m +602 745 l +601 744 l +11 744 l +h +f +10 745 m +10 289 l +11 290 l +11 744 l +h +f +0.313 0.313 0.313 rg +602 745 m +602 289 l +601 290 l +601 744 l +h +f +10 289 m +602 289 l +601 290 l +11 290 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 742 m +599 742 l +598 741 l +14 741 l +h +f +13 742 m +13 292 l +14 293 l +14 741 l +h +f +0.949 0.945 0.935 rg +599 742 m +599 292 l +598 293 l +598 741 l +h +f +13 292 m +599 292 l +598 293 l +14 293 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 17 725.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- member\(b, [a,b,c]\).)Tj +0 -2.4 TD +(1-1 CALL member\(b,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The goal pattern fails to unify with the head of the first clause of mem\ ber/2, because the pattern in the )Tj +0 -1.2 TD +(head of the first clause calls for the head of the list and first argume\ nt to be identical. The goal pattern )Tj +T* +(can unify with the head of the second clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 try \(2\) member\(b,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The second clause recursively calls another copy of member/2.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL member\(b,[b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds because the call pattern unifies with the head of the first \ clause.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 EXIT \(1\) member\(b,[b,c]\) )Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The success ripples back to the outer level.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 EXIT \(2\) member\(b,[a,b,c]\) )Tj +0 -1.2 TD +( yes)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.1. Trace of member/2 )Tj +0 -2.557 TD +(As with many Prolog predicates, member/2 can be used in multiple ways. I\ f the first argument is a )Tj +0 -1.2 TD +(variable, member/2 will, on backtracking, generate all of the terms in a\ given list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- member\(X, [apple, broccoli, crackers]\).)Tj +T* +(X = apple ;)Tj +T* +(X = broccoli ;)Tj +T* +(X = crackers ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We will now trace this use of member/2 using the internal variables. Rem\ ember that each level has its )Tj +T* +(own unique variables, but that they are tied together based on the unifi\ cation patterns between the goal )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(6 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 851 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 608.2 m +602 608.2 l +601 607.2 l +11 607.2 l +h +f +10 608.2 m +10 36 l +11 36 l +11 607.2 l +h +f +0.313 0.313 0.313 rg +602 608.2 m +602 36 l +601 36 l +601 607.2 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 605.2 m +599 605.2 l +598 604.2 l +14 604.2 l +h +f +13 605.2 m +13 36 l +14 36 l +14 604.2 l +h +f +0.949 0.945 0.935 rg +599 605.2 m +599 36 l +598 36 l +598 604.2 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(at one level and the head of the clause on the next level. )Tj +0 -2.557 TD +(In this case the pattern is simple in the recursive clause of member. Th\ e head of the clause unifies X )Tj +0 -1.2 TD +(with the first argument of the original goal, represented by _0 in the f\ ollowing trace. The body has a call )Tj +0 -1.2 TD +(to member/2 in which the first argument is also X, therefore causing the\ next level to unify with the )Tj +T* +(same _0. )Tj +0 -2.557 TD +(Figure 11.2 has the trace. )Tj +0.5 -3.057 Td +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- member\(X,[a,b,c]\).)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(The goal succeeds by unification with the head of the first clause, if X\ = a.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 CALL member\(_0,[a,b,c]\) )Tj +0 -1.2 TD +(1-1 EXIT \(1\) member\(a,[a,b,c]\) )Tj +T* +( X = a ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking unbinds the variable and the second clause is tried.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(1-1 REDO member\(_0,[a,b,c]\) )Tj +0 -1.2 TD +(1-1 try \(2\) member\(_0,[a,b,c]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(It succeeds on the second level, just as on the first level.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 CALL member\(_0,[b,c]\) )Tj +0 -1.2 TD +( 2-1 EXIT \(1\) member\(b,[b,c]\) )Tj +T* +(1-1 EXIT member\(b,[a,b,c]\) )Tj +T* +( X = b ;)Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Backtracking continues onto the third level, with similar results.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-1 REDO member\(_0,[b,c]\) )Tj +0 -1.2 TD +( 2-1 try \(2\) member\(_0,[b,c]\))Tj +T* +( 3-1 CALL member\(_0,[c]\) )Tj +T* +( 3-1 EXIT \(1\) member\(c,[c]\) )Tj +T* +( 2-1 EXIT \(2\) member\(c,[b,c]\) )Tj +T* +(1-1 EXIT \(2\) member\(c,[a,b,c]\) )Tj +T* +( X = c ;)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(7 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 852 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 553 l +11 554 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 553 l +601 554 l +601 766 l +h +f +10 553 m +602 553 l +601 554 l +11 554 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 556 l +14 557 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 556 l +598 557 l +598 766 l +h +f +13 556 m +599 556 l +598 557 l +14 557 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 17 753.9756 Tm +(Further backtracking causes an attempt to find a member of the empty lis\ t. The empty list does not )Tj +0 -1.2 TD +(unify with either of the list patterns in the member/2 clauses, so the q\ uery fails back to the beginning.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 REDO member\(_0,[c]\) )Tj +0 -1.2 TD +( 3-1 try \(2\) member\(_0,[c]\))Tj +T* +( 4-1 CALL member\(_0,[]\))Tj +T* +( 4-1 FAIL member\(_0,[]\))Tj +0 -1.2 TD +( 3-1 FAIL member\(_0,[c]\))Tj +T* +( 2-1 FAIL member\(_0,[b,c]\))Tj +T* +(1-1 FAIL member\(_0,[a,b,c]\))Tj +T* +( no)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.2. Trace of member/2 generating elements of a list )Tj +0 -2.557 TD +(Another very useful list predicate builds lists from other lists or alte\ rnatively splits lists into separate )Tj +0 -1.2 TD +(pieces. This predicate is usually called append/3. In this predicate the\ second argument is appended to )Tj +T* +(the first argument to yield the third argument. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- append\([a,b,c],[d,e,f],X\).)Tj +T* +(X = [a,b,c,d,e,f])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It is a little more difficult to follow, since the basic strategy of wor\ king from the head of the list does not )Tj +T* +(fit nicely with the problem of adding something to the end of a list. ap\ pend/3 solves this problem by )Tj +T* +(reducing the first list recursively. )Tj +0 -2.557 TD +(The boundary condition states that if a list X is appended to the empty \ list, the resulting list is also X. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([],X,X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The recursive condition states that if list X is appended to list [H|T1]\ , then the head of the new list is also )Tj +0 -1.2 TD +(H, and the tail of the new list is the result of appending X to the tail\ of the first list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([H|T1],X,[H|T2]\) :-)Tj +T* +( append\(T1,X,T2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The full predicate is )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(append\([],X,X\).)Tj +T* +(append\([H|T1],X,[H|T2]\) :-)Tj +T* +( append\(T1,X,T2\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(8 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 853 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 668.6 m +602 668.6 l +601 667.6 l +11 667.6 l +h +f +10 668.6 m +10 152 l +11 153 l +11 667.6 l +h +f +0.313 0.313 0.313 rg +602 668.6 m +602 152 l +601 153 l +601 667.6 l +h +f +10 152 m +602 152 l +601 153 l +11 153 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 665.6 m +599 665.6 l +598 664.6 l +14 664.6 l +h +f +13 665.6 m +13 155 l +14 156 l +14 664.6 l +h +f +0.949 0.945 0.935 rg +599 665.6 m +599 155 l +598 156 l +598 664.6 l +h +f +13 155 m +599 155 l +598 156 l +14 156 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 10 742.7756 Tm +(Real Prolog magic is at work here, which the trace alone does not reveal\ . At each level, new variable )Tj +0 -1.2 TD +(bindings are built, that are unified with the variables of the previous \ level. Specifically, the third )Tj +T* +(argument in the recursive call to append/3 is the tail of the third argu\ ment in the head of the clause. )Tj +0 -1.2 TD +(These variable relationships are included at each step in the annotated \ trace shown in Figure 11.3. )Tj +0.5 -3.057 Td +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- append\([a,b,c],[d,e,f],X\).)Tj +0 -2.557 TD +(1-1 CALL append\([a,b,c],[d,e,f],_0\))Tj +0 -1.2 TD +( X = _0)Tj +T* +( 2-1 CALL append\([b,c],[d,e,f],_5\))Tj +T* +( _0 = [a|_5])Tj +T* +( 3-1 CALL append\([c],[d,e,f],_9\))Tj +T* +( _5 = [b|_9])Tj +T* +( 4-1 CALL append\([],[d,e,f],_14\))Tj +T* +( _9 = [c|_14])Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(By making all the substitutions of the variable relationships, we can se\ e that at this point X is bound )Tj +0 -1.2 TD +(as follows \(thinking in terms of the dot notation for lists might make \ append/3 easier to understand\).)Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(X = [a|[b|[c|_14]]])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We are about to hit the boundary condition, as the first argument has be\ en reduced to the empty list. )Tj +T* +(Unifying with the first clause of append/3 will bind _14 to a value, nam\ ely [d,e,f], thus giving us the )Tj +T* +(desired result for X, as well as all the other intermediate variables. N\ otice the bound third arguments )Tj +0 -1.2 TD +(at each level, and compare them to the variables in the call ports above\ .)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 4-1 EXIT \(1\) append\([],[d,e,f],[d,e,f]\))Tj +0 -1.2 TD +( 3-1 EXIT \(2\) append\([c],[d,e,f],[c,d,e,f]\))Tj +T* +( 2-1 EXIT \(2\) append\([b,c],[d,e,f],[b,c,d,e,f]\))Tj +T* +(1-1 EXIT \(2\)append\([a,b,c],[d,e,f],[a,b,c,d,e,f]\))Tj +T* +( X = [a,b,c,d,e,f] )Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 11.3. Trace of append/3 )Tj +0 -2.557 TD +(Like member/2, append/3 can also be used in other ways, for example, to \ break lists apart as follows. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- append\(X,Y,[a,b,c]\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(9 of 14\)11/3/2006 \ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 854 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(X = [])Tj +0 -1.2 TD +(Y = [a,b,c] ;)Tj +0 -2.4 TD +(X = [a])Tj +0 -1.2 TD +(Y = [b,c] ;)Tj +0 -2.4 TD +(X = [a,b])Tj +0 -1.2 TD +(Y = [c] ;)Tj +0 -2.4 TD +(X = [a,b,c])Tj +0 -1.2 TD +(Y = [] ;)Tj +T* +(no)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 531.2457 Tm +(Using the List Utilities )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 494.9909 Tm +(Now that we have tools for manipulating lists, we can use them. For exam\ ple, if we choose to use )Tj +0 -1.2 TD +(loc_list/2 instead of location/2 for storing things, we can write a new \ location/2 that behaves exactly like )Tj +T* +(the old one, except that it computes the answer rather than looking it u\ p. This illustrates the sometimes )Tj +0 -1.2 TD +(fuzzy line between data and procedure. The rest of the program cannot te\ ll how location/2 gets its )Tj +0 -1.2 TD +(results, whether as data or by computation. In either case it behaves th\ e same, even on backtracking. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(location\(X,Y\):- )Tj +0 -1.2 TD +( loc_list\(List, Y\),)Tj +T* +( member\(X, List\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In the game, it will be necessary to add things to the loc_lists wheneve\ r something is put down in a )Tj +T* +(room. We can write add_thing/3 which uses append/3. If we call it with N\ ewThing and Container, it will )Tj +T* +(provide us with the NewList. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(add_thing\(NewThing, Container, NewList\):- )Tj +T* +( loc_list\(OldList, Container\),)Tj +T* +( append\([NewThing],OldList, NewList\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Testing it gives )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- add_thing\(plum, kitchen, X\).)Tj +T* +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(However, this is a case where the same effect can be achieved through un\ ification and the [Head|Tail] )Tj +T* +(list notation. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(add_thing2\(NewThing, Container, NewList\):- )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(10 of 14\)11/3/2006\ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 855 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +( loc_list\(OldList, Container\),)Tj +0 -1.2 TD +( NewList = [NewThing | OldList].)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It works the same as the other one. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- add_thing2\(plum, kitchen, X\).)Tj +0 -1.2 TD +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can simplify it one step further by removing the explicit unification\ , and using the implicit )Tj +0 -1.2 TD +(unification that occurs at the head of a clause, which is the preferred \ form for this type of predicate. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(add_thing3\(NewTh, Container,[NewTh|OldList]\) :-)Tj +T* +( loc_list\(OldList, Container\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It also works the same. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- add_thing3\(plum, kitchen, X\).)Tj +T* +(X = [plum, apple, broccoli, crackers])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In practice, we might write put_thing/2 directly without using the separ\ ate add_thing/3 predicate to build )Tj +T* +(a new list for us. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(put_thing\(Thing,Place\) :-)Tj +T* +( retract\(loc_list\(List, Place\)\),)Tj +T* +( asserta\(loc_list\([Thing|List],Place\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Whether you use multiple logicbase entries or lists for situations, such\ as we have with locations of )Tj +0 -1.2 TD +(things, is largely a matter of style. Your experience will lead you to o\ ne or the other in different )Tj +T* +(situations. Sometimes backtracking over multiple predicates is a more na\ tural solution to a problem and )Tj +T* +(sometimes recursively dealing with a list is more natural. )Tj +0 -2.557 TD +(You might find that some parts of a particular application fit better wi\ th multiple facts in the logicbase )Tj +0 -1.2 TD +(and other parts fit better with lists. In these cases it is useful to kn\ ow how to go from one format to the )Tj +T* +(other. )Tj +0 -2.557 TD +(Going from a list to multiple facts is simple. You write a recursive rou\ tine that continually asserts the )Tj +0 -1.2 TD +(head of the list. In this example we create individual facts in the pred\ icate stuff/1. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(break_out\([]\).)Tj +T* +(break_out\([Head | Tail]\):-)Tj +T* +( assertz\(stuff\(Head\)\),)Tj +T* +( break_out\(Tail\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(11 of 14\)11/3/2006\ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 856 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 732.9756 Tm +(Here's how it works. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- break_out\([pencil, cookie, snow]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- stuff\(X\).)Tj +0 -1.2 TD +(X = pencil ;)Tj +T* +(X = cookie ;)Tj +0 -1.2 TD +(X = snow ;)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Transforming multiple facts into a list is more difficult. For this reas\ on most Prologs provide built-in )Tj +T* +(predicates that do the job. The most common one is findall/3. The argume\ nts are )Tj +0 -2.557 TD +(arg1 )Tj +2.857 -1.2 Td +(A pattern for the terms in the resulting list )Tj +-2.857 -1.2 Td +(arg2)Tj +2.857 -1.2 Td +(A goal pattern )Tj +-2.857 -1.2 Td +(arg3 )Tj +2.857 -1.2 Td +(The resulting list )Tj +-2.857 -2.557 Td +(findall/3 automatically does a full backtracking search of the goal patt\ ern and stores each result in the )Tj +0 -1.2 TD +(list. It can recover our stuff/1 back into a list. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(X, stuff\(X\), L\).)Tj +T* +(L = [pencil, cookie, snow])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Fancier patterns are available. This is how to get a list of all the roo\ ms connecting to the kitchen. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(X, connect\(kitchen, X\), L\).)Tj +0 -1.2 TD +(L = [office, cellar, 'dining room'])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The pattern in the first argument can be even fancier and the second arg\ ument can be a conjunction of )Tj +T* +(goals. Parentheses are used to group the conjunction of goals in the sec\ ond argument, thus avoiding the )Tj +T* +(potential ambiguity. Here findall/3 builds a list of structures that loc\ ates the edible things. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- findall\(foodat\(X,Y\), \(location\(X,Y\) , edible\(X\)\), L\).)Tj +T* +(L = [foodat\(apple, kitchen\), foodat\(crackers, kitchen\)])Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 53.6457 Tm +(Exercises )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(12 of 14\)11/3/2006\ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 857 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Lists)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_1 1 Tf +14 0 0 14 10 747.1484 Tm +(List Utilities)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Write list utilities that perform the following functions. )Tj +/T1_2 1 Tf +7 0 0 7 35.713 675.7909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 675.7909 Tm +(Remove a given element from a list )Tj +/T1_2 1 Tf +7 0 0 7 35.713 658.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 658.9909 Tm +(Find the element after a given element )Tj +/T1_2 1 Tf +7 0 0 7 35.713 642.1909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 642.1909 Tm +(Split a list into two lists at a given element \(Hint - append/3 is clos\ e.\) )Tj +/T1_2 1 Tf +7 0 0 7 35.713 625.3909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 625.3909 Tm +(Get the last element of a list )Tj +/T1_2 1 Tf +7 0 0 7 35.713 608.5909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 608.5909 Tm +(Count the elements in a list \(Hint - the length of the empty list is 0,\ the length a non-empty list is )Tj +0 -1.2 TD +(1 + the length of its tail.\) )Tj +-2.857 -2.557 Td +(2- Because write/1 only takes a single argument, multiple 'writes' are n\ ecessary for writing a mixed )Tj +0 -1.2 TD +(string of text and variables. Write a list utility respond/1 which takes\ as its single argument a list of )Tj +T* +(terms to be written. This can be used in the game to communicate with th\ e player. For example )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(respond\(['You can''t get to the', Room, 'from here']\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(3- Lists with a variable tail are called open lists. They have some inte\ resting properties. For example, )Tj +0 -1.2 TD +(member/2 can be used to add items to an open list. Experiment with and t\ race the following queries. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(?- member\(a,X\).)Tj +T* +(?- member\(b, [a,b,c|X]\).)Tj +T* +(?- member\(d, [a,b,c|X]\).)Tj +T* +(?- OpenL = [a,b,c|X], member\(d, OpenL\), write\(OpenL\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.57 Td +(Nonsense Prolog)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Predict the results of the following queries. )Tj +0 0 0.502 rg +/T1_3 1 Tf +2.857 -2.562 Td +(?- [a,b,c,d] = [H|T].)Tj +0 -1.2 TD +(?- [a,[b,c,d]] = [H|T].)Tj +T* +(?- [] = [H|T].)Tj +T* +(?- [a] = [H|T].)Tj +T* +(?- [apple,3,X,'What?'] = [A,B|Z].)Tj +T* +(?- [[a,b,c],[d,e,f],[g,h,i]] = [H|T].)Tj +0 -1.2 TD +(?- [a\(X,c\(d,Y\)\), b\(2,3\), c\(d,Y\)] = [H|T].)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.57 Td +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(5- Consider the following Prolog program )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a11lists.htm \(13 of 14\)11/3/2006\ 7:05:48 PM)Tj +ET +EMC + +endstream endobj 858 0 obj(Lists) endobj 859 0 obj<> endobj 860 0 obj(http://www.amzi.com/AdventureInProlog/a11lists.htm) endobj 861 0 obj(V`͡É_) endobj 862 0 obj<> endobj 863 0 obj<> endobj 864 0 obj(xY-W) endobj 865 0 obj 5 endobj 866 0 obj<> endobj 867 0 obj<> endobj 868 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 869 0 obj[868 0 R/XYZ 0 766.0 null] endobj 870 0 obj<><><><><><><>]/P 10 0 R/S/Article/T()/Pg 868 0 R>> endobj 871 0 obj[870 0 R] endobj 872 0 obj<>/A<>/Border[0 0 0]>> endobj 873 0 obj[872 0 R] endobj 874 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 875 0 obj[870 0 R] endobj 876 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 877 0 obj[870 0 R] endobj 878 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 879 0 obj<> endobj 880 0 obj[870 0 R] endobj 881 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 882 0 obj<> endobj 883 0 obj[870 0 R] endobj 884 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 885 0 obj[870 0 R] endobj 886 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 887 0 obj[870 0 R] endobj 888 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 889 0 obj[870 0 R] endobj 890 0 obj[888 0 R/XYZ 0 357.8 null] endobj 891 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(12)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Operators)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We have seen that the form of a Prolog data structure is )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(functor\(arg1,arg2,...,argN\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This is the ONLY data structure in Prolog. However, Prolog allows for ot\ her ways to syntactically )Tj +0 -1.2 TD +(represent the same data structure. These other representations are somet\ imes called syntactic sugaring. )Tj +T* +(The equivalence between list syntax and the dot \(.\) functor is one exa\ mple. Operator syntax is another. )Tj +0 -2.557 TD +(Chapter 6 introduced arithmetic operators. In this chapter we will equat\ e them to the standard Prolog )Tj +0 -1.2 TD +(data structures, and learn how to define any functor to be an operator. \ )Tj +0 -2.557 TD +(Each arithmetic operator is an ordinary Prolog functor, such as -/2, +/2\ , and -/1. The display/1 predicate )Tj +0 -1.2 TD +(can be used to see the standard syntax. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- display\(2 + 2\).)Tj +T* +(+\(2,2\))Tj +0 -2.4 TD +(?- display\(3 * 4 + 6\).)Tj +0 -1.2 TD +(+\(*\(3,4\),6\))Tj +0 -2.4 TD +(?- display\(3 * \(4 + 6\)\).)Tj +0 -1.2 TD +(*\(3,+\(4,6\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(You can define any functor to be an operator, in which case the Prolog l\ istener will be able to read the )Tj +T* +(structure in a different format. For example, if location/2 was an opera\ tor we could write )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(apple location kitchen.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(instead of )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(location\(apple, kitchen\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(1 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 892 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 735.3909 Tm +(NOTE: The fact that location is an operator is of NO significance to Pro\ log's pattern matching. It simply )Tj +0 -1.2 TD +(means there is an alternative way of writing the same term. )Tj +0 -2.557 TD +(Operators are of three types. )Tj +0 -2.557 TD +(infix )Tj +2.857 -1.2 Td +(Example: 3 + 4 )Tj +-2.857 -1.2 Td +(prefix )Tj +2.857 -1.2 Td +(Example: -7 )Tj +-2.857 -1.2 Td +(postfix )Tj +2.857 -1.2 Td +(Example: 8 factorial )Tj +-2.857 -2.557 Td +(They have a number representing precedence which runs from 1 to 1200. Wh\ en a term with multiple )Tj +0 -1.2 TD +(operators is converted to pure syntax, the operators with higher precede\ nces are converted first. A high )Tj +T* +(precedence is indicated by a low number. )Tj +0 -2.557 TD +(Operators are defined with the built-in predicate op/3, whose three argu\ ments are precedence, )Tj +0 -1.2 TD +(associativity, and the operator name. )Tj +0 -2.557 TD +(Associativity in the second argument is represented by a pattern that de\ fines the type of operator. The )Tj +0 -1.2 TD +(first example we will see is the definition of an infix operator which u\ ses the associativity pattern 'xfx.' )Tj +0 -1.2 TD +(The 'f' indicates the position of the operator in respect to its argumen\ ts. We will see other patterns as we )Tj +T* +(proceed. )Tj +0 -2.557 TD +(For our current purposes, we will again rework the location/2 predicate \ and rename it is_in/2 to go with )Tj +0 -1.2 TD +(its new look, and we will represent rooms in the structure room/1. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(is_in\(apple, room\(kitchen\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We will now make is_in/2 an infix operator of arbitrary precedence 35. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- op\(35,xfx,is_in\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now we can ask )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- apple is_in X.)Tj +T* +(X = room\(kitchen\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(or )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(2 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 893 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(?- X is_in room\(kitchen\).)Tj +0 -1.2 TD +(X = apple)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can add facts to the program in operator syntax. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(banana is_in room\(kitchen\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(To verify that Prolog treats both syntaxes the same we can attempt to un\ ify them. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- is_in\(banana, room\(kitchen\)\) = banana is_in room\(kitchen\).)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(And we can use display/1 to look at the new syntax. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- display\(banana is_in room\(kitchen\)\).)Tj +T* +(is_in\(banana, room\(kitchen\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Let's now make room/1 a prefix operator. Note that in this case the asso\ ciativity pattern fx is used to )Tj +T* +(indicate the functor comes before the argument. Also we chose a preceden\ ce \(33\) higher \(higher )Tj +T* +(precedence has lower number\) than that used for is_in \(35\) in order t\ o nest the room structure inside the )Tj +T* +(is_in structure. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- op\(33,fx,room\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now room/1 is displayed in operator syntax. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- room kitchen = room\(kitchen\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- apple is_in X.)Tj +0 -1.2 TD +(X = room kitchen\\)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The operator syntax can be used to add facts to the program. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(pear is_in room kitchen.)Tj +0 -2.4 TD +(?- is_in\(pear, room\(kitchen\)\) = pear is_in room kitchen.)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- display\(pear is_in room kitchen\).)Tj +0 -1.2 TD +(is_in\(pear, room\(kitchen\)\))Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(3 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 894 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 749.7756 Tm +(CAUTION: If you mix up the precedence \(easy to do\) you will get strang\ e bugs. If room/1 had a lower )Tj +0 -1.2 TD +(precedence \(higher number\) than is_in/2, then the structure would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(room\(is_in\(apple, kitchen\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Not only doesn't this capture the information as intended, it also will \ not unify the way we want. )Tj +0 -2.557 TD +(For completeness, an example of a candidate for a postfix operator would\ be turned_on. Again note that )Tj +0 -1.2 TD +(the 'xf' pattern says that the functor comes after the argument. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- op\(33,xf,turned_on\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now say )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(flashlight turned_on.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(and )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- turned_on\(flashlight\) = flashlight turned_on.)Tj +T* +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Operators are useful for making more readable data structures in a progr\ am and for making quick and )Tj +T* +(easy user interfaces. )Tj +0 -2.557 TD +(In our command-driven Nani Search, we use a simple natural language fron\ t end, which will be )Tj +0 -1.2 TD +(described in the last chapter. We could have alternatively made the comm\ ands operators so that )Tj +0 -2.557 TD +(goto\(kitchen\) )Tj +2.857 -1.2 Td +(becomes goto kitchen. )Tj +-2.857 -1.2 Td +(turn_on\(flashlight\) )Tj +2.857 -1.2 Td +(becomes turn_on flashlight. )Tj +-2.857 -1.2 Td +(take\(apple\) )Tj +2.857 -1.2 Td +(becomes take apple. )Tj +-2.857 -2.557 Td +(It's not natural language, but it's a lot better than parentheses and co\ mmas. )Tj +0 -2.557 TD +(We have seen how the precedence of operators affects their translation i\ nto structures. When operators )Tj +0 -1.2 TD +(are of equal precedence, the Prolog reader must decide whether to work f\ rom left to right, or right to left. )Tj +T* +(This is the difference between right and left associativity. )Tj +0 -2.557 TD +(An operator can also be non-associative, which means an error is generat\ ed if you try to string two )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(4 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 895 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(together. )Tj +0 -2.557 TD +(The same pattern used for precedence is used for associativity with the \ additional character y. The )Tj +0 -1.2 TD +(options are )Tj +0 -2.557 TD +(Infix: )Tj +2.857 -1.2 Td +(xfx non-associative)Tj +0 -1.2 TD +(xfy right to left)Tj +T* +(yfx left to right )Tj +-2.857 -1.2 Td +(Prefix )Tj +2.857 -1.2 Td +(fx non-associative)Tj +T* +(fy left to right )Tj +-2.857 -1.2 Td +(Postfix: )Tj +2.857 -1.2 Td +(xf non-associative)Tj +T* +(yf right to left )Tj +-2.857 -2.557 Td +(The is_in/2 predicate is currently non-associative so this gets an error\ . )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(key is_in desk is_in office.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(To represent nesting, we would want this to be evaluated from right to l\ eft. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- op\(35,xfy,is_in\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- display\(key is_in desk is_in office\).)Tj +0 -1.2 TD +(is_in\(key, is_in\(desk, office\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(If we set it left to right the arguments would be different. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- op\(35,yfx,is_in\).)Tj +T* +(yes)Tj +0 -2.4 TD +(?- display\(key is_in desk is_in office\).)Tj +0 -1.2 TD +(is_in\(is_in\(key, desk\), office\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can override operator associativity and precedence with parentheses. \ Thus we can get our left to )Tj +T* +(right is_in to behave right to left like so. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- display\(key is_in \(desk is_in office\)\).)Tj +T* +(is_in\(key, is_in\(desk, office\)\))Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(5 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 896 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(Many built-in predicates are actually defined as infix operators. That m\ eans that rather than following )Tj +0 -1.2 TD +(the standard predicate\(arg1,arg2\) format, the predicate can appear bet\ ween the arguments as )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(arg1 predicate arg2.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The arithmetic operators we have seen already illustrate this. For examp\ le +, -, *, and / are used as you )Tj +T* +(would expect. However, it is important to understand that these arithmet\ ic structures are just structures )Tj +T* +(like any others, and do not imply arithmetic evaluation. 3 + 4 is not th\ e same as 7 any more than plus)Tj +T* +(\(3,4\) is or likes\(3,4\). It is just +\(3,4\). )Tj +0 -2.557 TD +(Only special built-in predicates, like is/2, actually perform an arithme\ tic evaluation of an arithmetic )Tj +0 -1.2 TD +(expression. As we have seen, is/2 causes the right side to be evaluated \ and the left side is unified with )Tj +T* +(the evaluated result. )Tj +0 -2.557 TD +(This is in contrast to the unification \(=\) predicate, which just unifi\ es terms without evaluating them. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X is 3 + 4.)Tj +0 -1.2 TD +(X = 7)Tj +0 -2.4 TD +(?- X = 3 + 4.)Tj +0 -1.2 TD +(X = 3 + 4)Tj +0 -2.4 TD +(?- 10 is 5 * 2.)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- 10 = 5 * 2.)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Arithmetic expressions can be as arbitrarily complex as other structures\ . )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X is 3 * 4 + \(6 / 2\).)Tj +T* +(X = 15)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Even if they are not evaluated. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = 3 * 4 + \(6 / 2\).)Tj +T* +(X = 3 * 4 + \(6 / 2\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The operator predicates can also be written in standard notation. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X is +\(*\(3,4\) , /\(6,2\)\).)Tj +T* +(X = 15)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(6 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 897 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 737.1082 Tm +(?- 3 * 4 + \(6 / 2\) = +\(*\(3,4\),/\(6,2\)\).)Tj +0 -1.2 TD +(yes)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(To underscore that these arithmetic operators are really ordinary predic\ ates with no special meaning )Tj +T* +(unless being evaluated by is/2, consider )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = 3 * 4 + likes\(john, 6/2\).)Tj +T* +(X = 3 * 4 + likes\(john, 6/2\).)Tj +0 -2.4 TD +(?- X is 3 * 4 + likes\(john, 6/2\).)Tj +0 -1.2 TD +(error)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We have seen that Prolog programs are composed of clauses. These clauses\ are simply Prolog data )Tj +T* +(structures written with operator syntax. The functor is the neck \(:-\) \ which is defined as an infix operator. )Tj +T* +(There are two arguments. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(:-\(Head, Body\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The body is a data structure with the functor 'and' represented by a com\ ma \(,\). The body looks like )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(,\(goal1, ,\(goal2,,goal3\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Note the ambiguous use of the comma \(,\) as a conjunctive operator and \ as a separator of arguments in a )Tj +T* +(Prolog structure. This can cause confusion in Prolog programs that manip\ ulate Prolog clauses. It might )Tj +T* +(have been clearer if an ampersand \(&\) was used instead of a comma for \ separating goals. Then the )Tj +T* +(above pattern would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(&\(goal1, &\(goal2, & goal3\)\))Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(and the following would be equivalent. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(head :- goal1 & goal2 & goal3.)Tj +T* +(:-\(head, &\(goal1, &\(goal2, & goal3\)\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(But that is not how it was done, so the two forms are )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(head :- goal1 , goal2 , goal3.)Tj +T* +(:-\(head, ,\(goal1, ,\(goal2, , goal3\)\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Every other comma has a different meaning. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(7 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 898 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Operators)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 747.5756 Tm +(The arithmetic operators are often used by Prolog programmers to syntact\ ically join related terms. For )Tj +0 -1.2 TD +(example, the write/1 predicate takes only one argument, but operators gi\ ve an easy way around this )Tj +T* +(restriction. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- X = one, Y = two, write\(X-Y\).)Tj +T* +(one - two )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The slash \(/\) can be used the same way. In addition, some Prologs defi\ ne the colon \(:\) as an operator just )Tj +T* +(for this purpose. It can improve readability by removing some parenthese\ s. For example, the complex )Tj +T* +(structures for defining things in the game can be syntactically represen\ ted with the colon as well. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(object\(apple, size:small, color:red, weight:1\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(A query looking for small things would be expressed )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- object\(X, size:small, color:C, weight:W\).)Tj +T* +(X = apple)Tj +T* +(C = red)Tj +T* +(W = 1 )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The pattern matching is the same as always, but instead of size\(small\)\ we use the pattern size:small, )Tj +T* +(which is really :\(size,small\). )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 343.6457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 307.1484 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Define all of the Nani Search commands as operators so the current ve\ rsion of the game can be played )Tj +0 -1.2 TD +(without parentheses or commas. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(2- Define the various relationships in the genealogical logicbase as ope\ rators. )Tj +/T1_3 1 Tf +12.9231 0 0 12.9231 10 148.3159 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a12oper.htm \(8 of 8\)11/3/2006 7:\ 05:52 PM)Tj +ET +EMC + +endstream endobj 899 0 obj(Operators) endobj 900 0 obj<> endobj 901 0 obj(http://www.amzi.com/AdventureInProlog/a12oper.htm) endobj 902 0 obj(> endobj 904 0 obj<> endobj 905 0 obj(F*vzGZwv) endobj 906 0 obj 6 endobj 907 0 obj<> endobj 908 0 obj<> endobj 909 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 910 0 obj<> endobj 911 0 obj[909 0 R/XYZ 0 766.0 null] endobj 912 0 obj<><><><><>]/P 10 0 R/S/Article/T()/Pg 909 0 R>> endobj 913 0 obj[912 0 R] endobj 914 0 obj<>/A<>/Border[0 0 0]>> endobj 915 0 obj[914 0 R] endobj 916 0 obj[/Indexed/DeviceRGB 1 917 0 R] endobj 917 0 obj<>stream + +endstream endobj 918 0 obj<>stream +Hn@sӕHJ"ҽPE=)ǷO#gЮ.&)VħZ=j@| +)VħZ=j@| +)Vw Bhs}y@/WK]@o/I8ӥ@Fg)5n#>Ԭ+q)f]YۈO5jF| +YWV6S@ͺj֕ոPmħue5n#>Ԭ+q)f]YۈO5jF| +YWV6z7$@nSm-*9m:z> +?n;X$4E>Dh6 u\n|#Afm]Fqͺںl޿/R' N6 .YwnpɺsuK֝k\\cu޺wL;ƺLZ7oɴuƺLZ7oɴufYe6#,3M&ˌueƺ 2cxnX7^f/3n#g^%l)Pp2n&'c fIPp2n&'c fIPp2n&'cM\zmcp]@Iw],5 F' Ud'*Ywn.ZF!ȺCpvYF!ȺCpv a݋ Q*F]'Bu@d!eeA˺pQ½:@).t S@Oz >PS@Oz >PS@h7EǏ +endstream endobj 919 0 obj(http://www.amzi.com/AdventureInProlog/advfig9.gif) endobj 920 0 obj(u*8s/etβXdt) endobj 921 0 obj<> endobj 922 0 obj<> endobj 923 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 924 0 obj[912 0 R] endobj 925 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 926 0 obj[912 0 R] endobj 927 0 obj[925 0 R/XYZ 0 417.0 null] endobj 928 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 929 0 obj[912 0 R] endobj 930 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 931 0 obj[912 0 R] endobj 932 0 obj[930 0 R/XYZ 0 360.015 null] endobj 933 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 934 0 obj<> endobj 935 0 obj[912 0 R] endobj 936 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(13)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Cut)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Up to this point, we have worked with Prolog's backtracking execution be\ havior. We have seen how to )Tj +0 -1.2 TD +(use that behavior to write compact predicates. )Tj +0 -2.557 TD +(Sometimes it is desirable to selectively turn off backtracking. Prolog p\ rovides a predicate that performs )Tj +0 -1.2 TD +(this function. It is called the )Tj +/T1_2 1 Tf +(cut)Tj +/T1_0 1 Tf +(, represented by an exclamation point \(!\). )Tj +0 -2.557 TD +(The cut effectively tells Prolog to freeze all the decisions made so far\ in this predicate. That is, if )Tj +0 -1.2 TD +(required to backtrack, it will automatically fail without trying other a\ lternatives. )Tj +0 -2.557 TD +(We will first examine the effects of the cut and then look at some pract\ ical reasons to use it. )Tj +ET +q +239 0 0 166 10 217.41539 cm +/Im1 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 186.3909 Tm +(Figure 13.1. The effect of the cut on flow of control )Tj +T* +(When the cut is encountered, it re-routes backtracking, as shown in figu\ re 13.1. It short-circuits )Tj +0 -1.2 TD +(backtracking in the goals to its left on its level, and in the level abo\ ve, which contained the cut. That is, )Tj +T* +(both the parent goal \(middle goal of top level\) and the goals of the p\ articular rule being executed )Tj +T* +(\(second level\) are affected by the cut. The effect is undone if a new \ route is taken into the parent goal. )Tj +T* +(Contrast figure 13.1 with figure 5.1. )Tj +0 -2.557 TD +(We will write some simple predicates that illustrate the behavior of the\ cut, first adding some data to )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(1 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 937 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(backtrack over. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(data\(one\).)Tj +0 -1.2 TD +(data\(two\).)Tj +T* +(data\(three\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here is the first test case. It has no cut and will be used for comparis\ on purposes. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(cut_test_a\(X\) :-)Tj +T* +( data\(X\).)Tj +T* +(cut_test_a\('last clause'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This is the control case, which exhibits the normal behavior. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- cut_test_a\(X\), write\(X\), nl, fail.)Tj +T* +(one)Tj +T* +(two)Tj +T* +(three)Tj +T* +(last clause)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next, we put a cut at the end of the first clause. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(cut_test_b\(X\) :-)Tj +T* +( data\(X\),)Tj +T* +( !.)Tj +T* +(cut_test_b\('last clause'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Note that it stops backtracking through both the data/1 subgoal \(left\)\ , and the cut_test_b parent \(above\). )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- cut_test_b\(X\), write\(X\), nl, fail.)Tj +T* +(one)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Next we put a cut in the middle of two subgoals. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(cut_test_c\(X,Y\) :-)Tj +T* +( data\(X\),)Tj +0 -1.2 TD +( !,)Tj +0 -1.2 TD +( data\(Y\).)Tj +0 -1.2 TD +(cut_test_c\('last clause'\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(2 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 938 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 751.9756 Tm +(Note that the cut inhibits backtracking in the parent cut_test_c and in \ the goals to the left of \(before\) the )Tj +0 -1.2 TD +(cut \(first data/1\). The second data/1 to the right of \(after\) the cu\ t is still free to backtrack. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- cut_test_c\(X,Y\), write\(X-Y\), nl, fail.)Tj +T* +(one - one)Tj +T* +(one - two)Tj +T* +(one - three)Tj +T* +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Performance is the main reason to use the cut. This separates the logica\ l purists from the pragmatists. )Tj +T* +(Various arguments can also be made as to its effect on code readability \ and maintainability. It is often )Tj +T* +(called the 'goto' of logic programming. )Tj +0 -2.557 TD +(You will most often use the cut when you know that at a certain point in\ a given predicate, Prolog has )Tj +0 -1.2 TD +(either found the only answer, or if it hasn't, there is no answer. In th\ is case you insert a cut in the )Tj +T* +(predicate at that point. )Tj +0 -2.557 TD +(Similarly, you will use it when you want to force a predicate to fail in\ a certain situation, and you don't )Tj +0 -1.2 TD +(want it to look any further. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 402.8457 Tm +(Using the Cut )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 366.5909 Tm +(We will now introduce to the game the little puzzles that make adventure\ games fun to play. We will put )Tj +T* +(them in a predicate called puzzle/1. The argument to puzzle/1 will be on\ e of the game commands, and )Tj +T* +(puzzle/1 will determine whether or not there are special constraints on \ that command, reacting )Tj +T* +(accordingly. )Tj +0 -2.557 TD +(We will see examples of both uses of the cut in the puzzle/1 predicate. \ The behavior we want is )Tj +/T1_3 1 Tf +7 0 0 7 35.713 244.5909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 244.5909 Tm +(If there is a puzzle, and the constraints are met, quietly succeed. )Tj +/T1_3 1 Tf +7 0 0 7 35.713 227.7909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 227.7909 Tm +(If there is a puzzle, and the constraints are not met, noisily fail. )Tj +/T1_3 1 Tf +7 0 0 7 35.713 210.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 210.9909 Tm +(If there is no puzzle, quietly succeed. )Tj +-2.857 -2.557 Td +(The puzzle in Nani Search is that in order to get to the cellar, the gam\ e player needs to both have the )Tj +0 -1.2 TD +(flashlight and turn it on. If these criteria are met we know there is no\ need to ever backtrack through )Tj +T* +(puzzle/1 looking for other clauses to try. For this reason we include th\ e cut. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(puzzle\(goto\(cellar\)\):-)Tj +T* +( have\(flashlight\),)Tj +T* +( turned_on\(flashlight\),)Tj +T* +( !.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(3 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 939 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 749.5909 Tm +(If the puzzle constraints are not met, then let the player know there is\ a special problem. In this case we )Tj +0 -1.2 TD +(also want to force the calling predicate to fail, and we don't want it t\ o succeed by moving to other )Tj +T* +(clauses of puzzle/1. Therefore we use the cut to stop backtracking, and \ we follow it with fail. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(puzzle\(goto\(cellar\)\):-)Tj +T* +( write\('It''s dark and you are afraid of the dark.'\),)Tj +T* +( !, fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The final clause is a catchall for those commands that have no special p\ uzzles associated with them. )Tj +T* +(They will always succeed in a call to puzzle/1. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(puzzle\(_\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(For logical purity, it is always possible to rewrite the predicates with\ out the cut. This is done with the )Tj +T* +(built-in predicate not/1. Some claim this provides for clearer code, but\ often the explicit and liberal use )Tj +T* +(of 'not' clutters up the code, rather than clarifying it. )Tj +0 -2.557 TD +(When using the cut, the order of the rules becomes important. Our second\ clause for puzzle/1 safely )Tj +0 -1.2 TD +(prints an error message, because we know the only way to get there is by\ the first clause failing before it )Tj +T* +(reached the cut. )Tj +0 -2.557 TD +(The third clause is completely general, because we know the earlier clau\ ses have caught the special )Tj +0 -1.2 TD +(cases. )Tj +0 -2.557 TD +(If the cuts were removed from the clauses, the second two clauses would \ have to be rewritten. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(puzzle\(goto\(cellar\)\):-)Tj +0 -1.2 TD +( not\(have\(flashlight\)\),)Tj +T* +( not\(turned_on\(flashlight\)\),)Tj +T* +( write\('Scared of dark message'\),)Tj +T* +( fail.)Tj +T* +(puzzle\(X\):-)Tj +T* +( not\(X = goto\(cellar\)\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(In this case the order of the clauses would not matter. )Tj +0 -2.557 TD +(It is interesting to note that not/1 is defined using the cut. It also u\ ses call/1, another built-in predicate )Tj +0 -1.2 TD +(that calls a predicate. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(not\(X\) :- call\(X\), !, fail.)Tj +T* +(not\(X\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(4 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 940 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 747.5909 Tm +(In the next chapter we will see how to add a command loop to the game. U\ ntil then we can test the )Tj +0 -1.2 TD +(puzzle predicate by including a call to it in each individual command. F\ or example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(goto\(Place\) :- )Tj +T* +( puzzle\(goto\(Place\)\),)Tj +T* +( can_go\(Place\),)Tj +T* +( move\(Place\),)Tj +T* +( look.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Assuming the player is in the kitchen, an attempt to go to the cellar wi\ ll fail. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- goto\(cellar\).)Tj +T* +(It's dark and you are afraid of the dark.)Tj +T* +(no)Tj +0 -2.4 TD +(?- goto\(office\).)Tj +0 -1.2 TD +(You are in the office...)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Then if the player takes the flashlight, turns it on, and return to the \ kitchen, all goes well. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- goto\(cellar\).)Tj +T* +(You are in the cellar... )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 345.8611 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 309.3637 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Test the puzzle/1 predicate by setting up various game situations and\ seeing how it responds. When )Tj +0 -1.2 TD +(testing predicates with cuts you should always use the semicolon \(;\) a\ fter each answer to make sure it )Tj +0 -1.2 TD +(behaves correctly on backtracking. In our case puzzle/1 should always gi\ ve one response and fail on )Tj +0 -1.2 TD +(backtracking. )Tj +0 -2.557 TD +(2- Add your own puzzles for different situations and commands. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Expert System)Tj +/T1_0 1 Tf +0 -2.54 TD +(3- Modify the ask and menuask predicates to use cut to replace the use o\ f not. )Tj +/T1_2 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Modify the good_customer rules to use cut to prevent the search of ot\ her cases once we know one has )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(5 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 941 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Cut)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(been found. )Tj +/T1_1 1 Tf +12.9231 0 0 12.9231 10 719.1005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a13cut.htm \(6 of 6\)11/3/2006 7:0\ 5:55 PM)Tj +ET +EMC + +endstream endobj 942 0 obj(Cut) endobj 943 0 obj<> endobj 944 0 obj(http://www.amzi.com/AdventureInProlog/a13cut.htm) endobj 945 0 obj(c'*;K\\FO) endobj 946 0 obj<> endobj 947 0 obj<> endobj 948 0 obj(cQtA@ ) endobj 949 0 obj 6 endobj 950 0 obj 1 endobj 951 0 obj<> endobj 952 0 obj<> endobj 953 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 954 0 obj[953 0 R/XYZ 0 766.0 null] endobj 955 0 obj<><><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 953 0 R>> endobj 956 0 obj[955 0 R] endobj 957 0 obj<>/A<>/Border[0 0 0]>> endobj 958 0 obj[957 0 R] endobj 959 0 obj[/Indexed/DeviceRGB 1 960 0 R] endobj 960 0 obj<>stream + +endstream endobj 961 0 obj<>stream +H엁 Dh"^e4) +;KKMJt.`gX/@g n.#3E4^ *]:e YXcnB =Zh Ji;JM`4E@#X`4E@#X`4E@#X` 4H$79ȸW+ Úqz_cMdG$i "{F(eaT@+2`8H_ܷf@Bfo*9mt {SG]Pu݌Q.PMKKKanrR +endstream endobj 962 0 obj(http://www.amzi.com/AdventureInProlog/advfig10.gif) endobj 963 0 obj(ȹ/i\novvY) endobj 964 0 obj<> endobj 965 0 obj<> endobj 966 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 967 0 obj[955 0 R] endobj 968 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 969 0 obj[955 0 R] endobj 970 0 obj[968 0 R/XYZ 0 299.2 null] endobj 971 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 972 0 obj[955 0 R] endobj 973 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 974 0 obj<> endobj 975 0 obj[955 0 R] endobj 976 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 977 0 obj[955 0 R] endobj 978 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 979 0 obj[955 0 R] endobj 980 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 981 0 obj[955 0 R] endobj 982 0 obj[980 0 R/XYZ 0 126.4 null] endobj 983 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 984 0 obj[955 0 R] endobj 985 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 986 0 obj<> endobj 987 0 obj[955 0 R] endobj 988 0 obj[985 0 R/XYZ 0 260.815 null] endobj 989 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 990 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 24.7692 0 0 24.7692 10 646.726 Tm +(14)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Control Structures)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We have examined the manner in which Prolog interprets goals and have al\ so seen examples of how to )Tj +0 -1.2 TD +(manipulate Prolog's execution behavior. )Tj +0 -2.557 TD +(In this chapter we will further explore the control structures you can i\ mplement in Prolog and draw )Tj +0 -1.2 TD +(parallels between them and the control structures found in more conventi\ onal programming languages. )Tj +0 -2.557 TD +(You have already used the combination of fail and write/1 to generate li\ sts of things for the game. This )Tj +0 -1.2 TD +(control structure is similar to 'do while' found in most languages. )Tj +0 -2.557 TD +(We will now introduce another built-in predicate that allows us to capit\ alize on failure. It is repeat/0. It )Tj +0 -1.2 TD +(always succeeds the first time it is called, and it always succeeds on b\ acktracking. In other words, you )Tj +T* +(can not backtrack through a repeat/0. It always restarts forward executi\ on.< )Tj +ET +q +193 0 0 76 10 273.8153839 cm +/Im1 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 242.7909 Tm +(Figure 14.1. Flow of control in the repeat/0 built-in predicate )Tj +0 -2.557 TD +(A clause body with a repeat/0 followed by fail/0 will go back and forth \ forever. This is one way to write )Tj +0 -1.2 TD +(an endless loop in Prolog. )Tj +0 -2.557 TD +(A repeat/0 followed by some intermediate goals followed by a test condit\ ion will loop until the test )Tj +0 -1.2 TD +(condition is satisfied. It is equivalent to a 'do until' in other langua\ ges. This is exactly the behavior we )Tj +T* +(want for the highest command loop in Nani Search. )Tj +0 -2.557 TD +(Our first version of command_loop/0 will simply read commands and echo t\ hem until end is entered. )Tj +0 -1.2 TD +(The built-in predicate read/1 reads a Prolog term from the console. The \ term must be followed by a )Tj +T* +(period. )Tj +ET +EMC +Q + +endstream endobj 991 0 obj[955 0 R] endobj 992 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 745.5235 Tm +(command_loop:- )Tj +0 -1.2 TD +( repeat,)Tj +T* +( write\('Enter command \(end to exit\): '\),)Tj +T* +( read\(X\),)Tj +T* +( write\(X\), nl,)Tj +T* +( X = end.)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The last goal will fail unless end is entered. The repeat/0 always succe\ eds on backtracking and causes )Tj +T* +(the intermediate goals to be re-executed. )Tj +0 -2.557 TD +(We can execute it by entering this query. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- command_loop.)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Now that the control structure is in place, we can have it execute the c\ ommand, rather than just repeat it. )Tj +T* +(We will write a new predicate called do/1, which executes only the comma\ nds we allow. Many other )Tj +0 -1.2 TD +(languages have 'do case' control structures that perform this kind of fu\ nction. Multiple clauses in a )Tj +T* +(Prolog predicate behave similarly to a 'do case.' )Tj +0 -2.557 TD +(Here is do/1. Notice that it allows us to define synonyms for commands, \ that is, the player can enter )Tj +0 -1.2 TD +(either goto\(X\) or go\(X\) to cause the goto/1 predicate to be executed\ . )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(do\(goto\(X\)\):-goto\(X\),!.)Tj +T* +(do\(go\(X\)\):-goto\(X\),!.)Tj +T* +(do\(inventory\):-inventory,!.)Tj +T* +(do\(look\):-look,!.)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(NOTE: The cut serves two purposes. First, it says once we have found a '\ do' clause to execute, don't )Tj +T* +(bother looking for anymore. Second, it prevents the backtracking initiat\ ed at the end of command_loop )Tj +T* +(from entering the other command predicates. )Tj +0 -2.557 TD +(Here are some more do/1's. If do\(end\) did not always succeed, we would\ never get to the' X = end' test )Tj +0 -1.2 TD +(and would fail forever. The last do/1 allows us to tell the user there w\ as something wrong with the )Tj +T* +(command. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(do\(take\(X\)\) :- take\(X\), !.)Tj +T* +(do\(end\).)Tj +T* +(do\(_\) :-)Tj +T* +( write\('Invalid command'\).)Tj +ET +EMC +Q + +endstream endobj 993 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(We can now rewrite command_loop/0 to use the new do/1 and incorporate pu\ zzle/1 in the command )Tj +0 -1.2 TD +(loop. We will also replace the old simple test for end with a new predic\ ate, end_condition/1, that will )Tj +T* +(determine if the game is over. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command_loop:- )Tj +T* +( write\('Welcome to Nani Search'\), nl,)Tj +T* +( repeat,)Tj +T* +( write\('>nani> '\),)Tj +T* +( read\(X\),)Tj +T* +( puzzle\(X\),)Tj +T* +( do\(X\), nl,)Tj +T* +( end_condition\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Two conditions might end the game. The first is if the player types 'end\ .' The second is if the player has )Tj +T* +(successfully taken the Nani. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(end_condition\(end\).)Tj +T* +(end_condition\(_\) :-)Tj +T* +( have\(nani\),)Tj +T* +( write\('Congratulations'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The game can now be played from the top. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command_loop.)Tj +0 -2.4 TD +(Welcome to ...)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 285.0457 Tm +(Recursive Control Loop )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 248.7909 Tm +(As hinted at in chapter 7, the purity of logic programming is undermined\ by the asserts and retracts of )Tj +0 -1.2 TD +(the logicbase. Just like global data in any language, predicates that ar\ e dynamically asserted and )Tj +T* +(retracted can make for unpredictable code. That is, code in one part of \ the system that uses a dynamic )Tj +T* +(predicate is affected by code in an entirely different part that changes\ that dynamic predicate. )Tj +0 -2.557 TD +(For example, puzzle\(goto\(cellar\)\) succeeds or fails based on the exi\ stence of turned_on\(flashlight\) )Tj +0 -1.2 TD +(which is asserted by the turn_on/1 predicate. A bug in turn_on/1 will ca\ use puzzle/1 to behave )Tj +T* +(incorrectly. )Tj +0 -2.557 TD +(The entire game can be reconstructed using arguments and no global data.\ To do this, it helps to think of )Tj +0 -1.2 TD +(the game as a sequence of state transformations. )Tj +0 -2.557 TD +(In the current implementation, the state of the game is defined by the d\ ynamic predicates location/2, )Tj +ET +EMC +Q + +endstream endobj 994 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 318.015 m +580.4 318.015 l +579.4 317.015 l +11 317.015 l +h +f +10 318.015 m +10 36 l +11 36 l +11 317.015 l +h +f +0.313 0.313 0.313 rg +580.4 318.015 m +580.4 36 l +579.4 36 l +579.4 317.015 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 315.015 m +577.4 315.015 l +576.4 314.015 l +14 314.015 l +h +f +13 315.015 m +13 36 l +14 36 l +14 314.015 l +h +f +0.949 0.945 0.935 rg +577.4 315.015 m +577.4 36 l +576.4 36 l +576.4 314.015 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.7909 Tm +(here/1, have/1, and turned_on/1 or turned_off/1 for the flashlight. Thes\ e predicates define an initial state )Tj +0 -1.2 TD +(which is dynamically changed, using assert and retract, as the player mo\ ves through the game toward the )Tj +T* +(winning state, which is defined by the existence of have\(nani\). )Tj +0 -2.557 TD +(We can get the same effect by defining a complex structure to hold the s\ tate, implementing game )Tj +0 -1.2 TD +(commands that access that state as an argument, rather than from dynamic\ facts in the logicbase. )Tj +0 -2.557 TD +(Because logical variables cannot have their values changed by assignment\ , the commands must take two )Tj +0 -1.2 TD +(arguments representing the old state and the new state. The repeat-fail \ control structure will not let us )Tj +T* +(repeatedly change the state in this manner, so we need to write a recurs\ ive control structure that )Tj +T* +(recursively sends the new state to itself. The boundary condition is rea\ ching the ending state of the )Tj +T* +(game. This control structure is shown in figure 14.1, which contains an \ abbreviated version of Nani )Tj +T* +(Search. )Tj +0 -2.557 TD +(The state is represented by a list of structures holding different types\ of state information, as seen in )Tj +0 -1.2 TD +(initial_state/1. The various commands in this type of game need to acces\ s and manipulate that state )Tj +T* +(structure. Rather than require each predicate that accesses the state to\ understand its complex structure, )Tj +T* +(the utility predicates get_state/3, add_state/4, and del_state/4 are wri\ tten to access it. This way any )Tj +T* +(program changes to the state structure only require changes to the utili\ ty predicates. )Tj +0 -2.557 TD +(This style of Prolog programming is logically purer, and lends itself to\ certain types of applications. It )Tj +0 -1.2 TD +(also avoids the difficulties often associated with global data. On the o\ ther hand, it requires more )Tj +T* +(complexity in dealing with state information in arguments, and the multi\ ple lists and recursive routines )Tj +T* +(can be confusing to debug. You will have to decide which approach to use\ for each application you )Tj +T* +(write. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(/* a nonassertive version of nani search */)Tj +0 -2.4 TD +(nani :-)Tj +0 -1.2 TD +( write\('Welcome to Nani Search'\),)Tj +T* +( nl,)Tj +T* +( initial_state\(State\),)Tj +T* +( control_loop\(State\).)Tj +0 -2.4 TD +(control_loop\(State\) :-)Tj +0 -1.2 TD +( end_condition\(State\).)Tj +T* +(control_loop\(State\) :-)Tj +T* +( repeat,)Tj +T* +( write\('> '\),)Tj +T* +( read\(X\),)Tj +T* +( constraint\(State, X\),)Tj +T* +( do\(State, NewState, X\),)Tj +ET +EMC +Q + +endstream endobj 995 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +( control_loop\(NewState\).)Tj +0 -2.4 TD +(/* initial dynamic state */)Tj +T* +(initial_state\([)Tj +0 -1.2 TD +(here\(kitchen\),)Tj +T* +(have\([]\),)Tj +T* +(location\([)Tj +T* +( kitchen/apple,)Tj +T* +( kitchen/broccoli,)Tj +T* +( office/desk,)Tj +T* +( office/flashlight,)Tj +T* +( cellar/nani ]\),)Tj +T* +(status\([)Tj +T* +( flashlight/off,)Tj +T* +( game/on]\) ]\).)Tj +0 -2.4 TD +(/* static state */)Tj +T* +(rooms\([office, kitchen, cellar]\).)Tj +T* +(doors\([office/kitchen, cellar/kitchen]\).)Tj +T* +(connect\(X,Y\) :-)Tj +0 -1.2 TD +( doors\(DoorList\),)Tj +T* +( member\(X/Y, DoorList\).)Tj +T* +(connect\(X,Y\) :-)Tj +T* +( doors\(DoorList\),)Tj +T* +( member\(Y/X, DoorList\).)Tj +0 -2.4 TD +(/* list utilities */)Tj +T* +(member\(X,[X|Y]\).)Tj +0 -1.2 TD +(member\(X,[Y|Z]\) :- member\(X,Z\).)Tj +0 -2.4 TD +(delete\(X, [], []\).)Tj +0 -1.2 TD +(delete\(X, [X|T], T\).)Tj +T* +(delete\(X, [H|T], [H|Z]\) :- delete\(X, T, Z\).)Tj +0 -2.4 TD +(/* state manipulation utilities */)Tj +T* +(get_state\(State, here, X\) :-)Tj +0 -1.2 TD +( member\(here\(X\), State\).)Tj +ET +EMC +Q + +endstream endobj 996 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +(get_state\(State, have, X\) :-)Tj +0 -1.2 TD +( member\(have\(Haves\), State\),)Tj +T* +( member\(X, Haves\).)Tj +T* +(get_state\(State, location, Loc/X\) :-)Tj +T* +( member\(location\(Locs\), State\),)Tj +T* +( member\(Loc/X, Locs\).)Tj +T* +(get_state\(State, status, Thing/Stat\) :-)Tj +T* +( member\(status\(Stats\), State\),)Tj +T* +( member\(Thing/Stat, Stats\).)Tj +0 -2.4 TD +(del_state\(OldState, [location\(NewLocs\) | Temp], location, Loc/X\):-)Tj +0 -1.2 TD +( delete\(location\(Locs\), OldState, Temp\),)Tj +T* +( delete\(Loc/X, Locs, NewLocs\).)Tj +0 -2.4 TD +(add_state\(OldState, [here\(X\)|Temp], here, X\) :-)Tj +0 -1.2 TD +( delete\(here\(_\), OldState, Temp\).)Tj +T* +(add_state\(OldState, [have\([X|Haves]\)|Temp], have, X\) :-)Tj +T* +( delete\(have\(Haves\), OldState, Temp\).)Tj +T* +(add_state\(OldState, [status\([Thing/Stat|TempStats]\)|Temp],)Tj +T* +(status, Thing/Stat\) :-)Tj +T* +( delete\(status\(Stats\), OldState, Temp\),)Tj +T* +( delete\(Thing/_, Stats, TempStats\).)Tj +0 -2.4 TD +(/* end condition */)Tj +T* +(end_condition\(State\) :-)Tj +0 -1.2 TD +( get_state\(State, have, nani\),)Tj +T* +( write\('You win'\).)Tj +T* +(end_condition\(State\) :-)Tj +T* +( get_state\(State, status, game/off\),)Tj +T* +( write\('quitter'\).)Tj +0 -2.4 TD +(/* constraints and puzzles together */)Tj +T* +(constraint\(State, goto\(cellar\)\) :-)Tj +0 -1.2 TD +( !, can_go_cellar\(State\).)Tj +T* +(constraint\(State, goto\(X\)\) :-)Tj +T* +( !, can_go\(State, X\).)Tj +T* +(constraint\(State, take\(X\)\) :-)Tj +T* +( !, can_take\(State, X\).)Tj +T* +(constraint\(State, turn_on\(X\)\) :-)Tj +T* +( !, can_turn_on\(State, X\).)Tj +T* +(constraint\(_, _\).)Tj +ET +EMC +Q + +endstream endobj 997 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 737.1082 Tm +(can_go\(State,X\) :-)Tj +0 -1.2 TD +( get_state\(State, here, H\),)Tj +T* +( connect\(X,H\).)Tj +T* +(can_go\(_, X\) :-)Tj +T* +( write\('You can''t get there from here'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_go_cellar\(State\) :-)Tj +0 -1.2 TD +( can_go\(State, cellar\),)Tj +T* +( !, cellar_puzzle\(State\).)Tj +0 -2.4 TD +(cellar_puzzle\(State\) :-)Tj +0 -1.2 TD +( get_state\(State, have, flashlight\),)Tj +T* +( get_state\(State, status, flashlight/on\).)Tj +T* +(cellar_puzzle\(_\) :-)Tj +T* +( write\('It''s dark in the cellar'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_take\(State, X\) :-)Tj +0 -1.2 TD +( get_state\(State, here, H\),)Tj +T* +( get_state\(State, location, H/X\).)Tj +T* +(can_take\(State, X\) :-)Tj +T* +( write\('it is not here'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_turn_on\(State, X\) :-)Tj +0 -1.2 TD +( get_state\(State, have, X\).)Tj +T* +(can_turn_on\(_, X\) :-)Tj +T* +( write\('You don''t have it'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(/* commands */ )Tj +T* +(do\(Old, New, goto\(X\)\) :- goto\(Old, New, X\), !.)Tj +0 -1.2 TD +(do\(Old, New, take\(X\)\) :- take\(Old, New, X\), !.)Tj +T* +(do\(Old, New, turn_on\(X\)\) :- turn_on\(Old, New, X\), !.)Tj +T* +(do\(State, State, look\) :- look\(State\), !.)Tj +T* +(do\(Old, New, quit\) :- quit\(Old, New\).)Tj +T* +(do\(State, State, _\) :-)Tj +T* +( write\('illegal command'\), nl.)Tj +0 -2.4 TD +(look\(State\) :-)Tj +ET +EMC +Q + +endstream endobj 998 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 320 l +11 321 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 320 l +579.4 321 l +579.4 766 l +h +f +10 320 m +580.4 320 l +579.4 321 l +11 321 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 323 l +14 324 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 323 l +576.4 324 l +576.4 766 l +h +f +13 323 m +577.4 323 l +576.4 324 l +14 324 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +( get_state\(State, here, H\),)Tj +0 -1.2 TD +( write\('You are in '\), write\(H\),)Tj +T* +( nl,)Tj +T* +( list_things\(State, H\), nl.)Tj +0 -2.4 TD +(list_things\(State, H\) :-)Tj +0 -1.2 TD +( get_state\(State, location, H/X\),)Tj +T* +( tab\(2\), write\(X\),)Tj +T* +( fail.)Tj +T* +(list_things\(_, _\).)Tj +0 -2.4 TD +(goto\(Old, New, X\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, here, X\),)Tj +T* +( look\(New\).)Tj +0 -2.4 TD +(take\(Old, New, X\) :-)Tj +0 -1.2 TD +( get_state\(Old, here, H\),)Tj +T* +( del_state\(Old, Temp, location, H/X\),)Tj +T* +( add_state\(Temp, New, have, X\).)Tj +0 -2.4 TD +(turn_on\(Old, New, X\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, status, X/on\).)Tj +0 -2.4 TD +(quit\(Old, New\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, status, game/off\).)Tj +0 0 0 rg +/T1_1 1 Tf +-0.5 -4.409 Td +(Figure 14.1. Nani Search without a dynamic facts )Tj +0 -2.557 TD +(There could be serious performance problems with this approach to the ga\ me. Prolog uses a stack to )Tj +0 -1.2 TD +(keep track of the levels of predicate calls. In the case of a recursive \ predicate, the stack grows at each )Tj +T* +(recursive call. In this example, with its complex arguments, the stack c\ ould easily be consumed in a )Tj +T* +(shortperiod of time by the recursive control structure. )Tj +0 -2.557 TD +(Fortunately, there is a performance feature built into Prolog that makes\ this example program, and ones )Tj +0 -1.2 TD +(similar to it, behave efficiently. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 112.2457 Tm +(Tail Recursion)Tj +0 0 0 rg +/T1_1 1 Tf +14 0 0 14 10 75.9909 Tm +(There are actually two kinds of recursive routines. In a true recursive \ routine, each level must wait for )Tj +T* +(the information from the lower levels in order to return an answer. This\ means that Prolog must build a )Tj +T* +(stack with a new entry for each level. )Tj +ET +EMC +Q + +endstream endobj 999 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 736.5909 Tm +(This is in contrast to iteration, which is more common in conventional l\ anguages. Each pass through the )Tj +0 -1.2 TD +(iteration updates the variables and there is no need for building a stac\ k. )Tj +0 -2.557 TD +(There is a type of recursion called )Tj +/T1_1 1 Tf +(tail recursion)Tj +/T1_0 1 Tf +( that, while written recursively, behaves iteratively. In )Tj +0 -1.2 TD +(general, if the recursive call is the last call, and there are no comput\ ations based on the information from )Tj +T* +(the lower levels, then a good Prolog can implement the predicate iterati\ vely, without growing the stack. )Tj +0 -2.557 TD +(One classic example of tail recursion is the factorial predicate. First \ we'll write it using normal recursion. )Tj +0 -1.2 TD +(Note that the variable FF, which is returned from the lower level, is us\ ed in the top level. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(factorial_1\(1,1\).)Tj +T* +(factorial_1\(N,F\):-)Tj +T* +( N > 1,)Tj +T* +( NN is N - 1,)Tj +T* +( factorial_1\(NN,FF\),)Tj +T* +( F is N * FF.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It works as expected. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- factorial_1\(5,X\).)Tj +T* +(X = 120)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(By introducing a new second argument to keep track of the result so far,\ we can rewrite factorial/3 tail-)Tj +T* +(recursively. The new argument is initially set to 1. Each recursive call\ builds on the second argument. )Tj +T* +(When the boundary condition is reached, the third argument is bound to t\ he second argument. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(factorial_2\(1,F,F\).)Tj +T* +(factorial_2\(N,T,F\):-)Tj +T* +( N > 1,)Tj +T* +( TT is N * T,)Tj +T* +( NN is N - 1,)Tj +T* +( factorial_2\(NN,TT,F\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It gives the same results as the previous version, but because the recur\ sive call is the last call in the )Tj +T* +(second clause, its arguments are not needed at each level. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- factorial_2\(5,1,X\).)Tj +T* +(X = 120)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Another classic example of tail recursion is the predicate to reverse a \ list. The straightforward definition )Tj +T* +(of 'reverse' would be )Tj +ET +EMC +Q + +endstream endobj 1000 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 736.7235 Tm +(naive_reverse\([],[]\).)Tj +0 -1.2 TD +(naive_reverse\([H|T],Rev\):-)Tj +T* +( naive_reverse\(T,TR\),)Tj +T* +( append\(TR,[H],Rev\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The inefficiency of this definition is a feature taken advantage of in P\ rolog benchmarks. It is called the )Tj +/T1_2 1 Tf +T* +(naive reverse)Tj +/T1_1 1 Tf +(, and published performance statistics often list the time required to r\ everse a list of a )Tj +T* +(certain size. )Tj +0 -2.557 TD +(The result of the recursive call to naive_reverse/2 is used in the last \ goal, so it is not tail recursive, but it )Tj +0 -1.2 TD +(gives the right answers. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- naive_reverse\([ants, mice, zebras], X\).)Tj +T* +(X = [zebras, mice, ants])Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(By again introducing a new second argument which will accumulate the par\ tial answer through levels of )Tj +T* +(recursion, we can rewrite 'reverse.' It turns out that the partial answe\ r is already reversed when it reaches )Tj +T* +(the boundary condition. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(reverse\([], Rev, Rev\).)Tj +T* +(reverse\([H|T], Temp, Rev\) :-)Tj +T* +( reverse\(T, [H|Temp], Rev\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can now try the second reverse. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- reverse\([ants, mice, zebras], [], X\).)Tj +T* +(X = [zebras, mice, ants])Tj +0 0 1 rg +/T1_3 1 Tf +16.1538 0 0 16.1538 10 246.6611 Tm +(Exercises )Tj +0 0 0 rg +/T1_1 1 Tf +14 0 0 14 10 210.4063 Tm +(1- Trace both versions of reverse to understand the performance differen\ ces. )Tj +0 -2.557 TD +(2- Write a tail recursive predicate that will compute the sum of the num\ bers between two given )Tj +0 -1.2 TD +(numbers. Trace its behavior to see if it is tail recursive. )Tj +/T1_3 1 Tf +0 -2.574 TD +(Adventure Game)Tj +/T1_1 1 Tf +0 -2.54 TD +(3- Add the remaining command predicates to do/1 so the game can be fully\ played. )Tj +0 -2.557 TD +(4- Add the concept of time to the game by putting a counter in the comma\ nd loop. Use an out-of-time )Tj +ET +EMC +Q + +endstream endobj 1001 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(14)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Control Structures)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(We have examined the manner in which Prolog interprets goals and have al\ so seen examples of how to )Tj +0 -1.2 TD +(manipulate Prolog's execution behavior. )Tj +0 -2.557 TD +(In this chapter we will further explore the control structures you can i\ mplement in Prolog and draw )Tj +0 -1.2 TD +(parallels between them and the control structures found in more conventi\ onal programming languages. )Tj +0 -2.557 TD +(You have already used the combination of fail and write/1 to generate li\ sts of things for the game. This )Tj +0 -1.2 TD +(control structure is similar to 'do while' found in most languages. )Tj +0 -2.557 TD +(We will now introduce another built-in predicate that allows us to capit\ alize on failure. It is repeat/0. It )Tj +0 -1.2 TD +(always succeeds the first time it is called, and it always succeeds on b\ acktracking. In other words, you )Tj +T* +(can not backtrack through a repeat/0. It always restarts forward executi\ on.< )Tj +ET +q +193 0 0 76 10 273.8153839 cm +/Im1 Do +Q +BT +/T1_0 1 Tf +14 0 0 14 10 242.7909 Tm +(Figure 14.1. Flow of control in the repeat/0 built-in predicate )Tj +0 -2.557 TD +(A clause body with a repeat/0 followed by fail/0 will go back and forth \ forever. This is one way to write )Tj +0 -1.2 TD +(an endless loop in Prolog. )Tj +0 -2.557 TD +(A repeat/0 followed by some intermediate goals followed by a test condit\ ion will loop until the test )Tj +0 -1.2 TD +(condition is satisfied. It is equivalent to a 'do until' in other langua\ ges. This is exactly the behavior we )Tj +T* +(want for the highest command loop in Nani Search. )Tj +0 -2.557 TD +(Our first version of command_loop/0 will simply read commands and echo t\ hem until end is entered. )Tj +0 -1.2 TD +(The built-in predicate read/1 reads a Prolog term from the console. The \ term must be followed by a )Tj +T* +(period. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(1 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1002 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(condition as one way to end the game. Also add a 'wait' command, which j\ ust waits for one time )Tj +0 -1.2 TD +(increment. )Tj +0 -2.557 TD +(5- Add other individuals or creatures that move automatically through th\ e game rooms. Each cycle of )Tj +0 -1.2 TD +(the command loop will update their locations based on whatever algorithm\ you choose. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Customer Order Entry)Tj +/T1_0 1 Tf +0 -2.54 TD +(6- Write a command loop for the order entry inventory system. Write a va\ riation on menuask/3 that will )Tj +0 -1.2 TD +(present the user with a menu of choices, one of which is to exit the sys\ tem. Use this in the command )Tj +T* +(loop instead of just prompting for a command. Have each command prompt f\ or the required input, if )Tj +T* +(any. )Tj +/T1_1 1 Tf +0 -2.574 TD +(Expert System)Tj +/T1_0 1 Tf +0 -2.54 TD +(7- Make a new version of the expert system that maintains the 'known' in\ formation in arguments rather )Tj +0 -1.2 TD +(than in the logicbase. )Tj +/T1_2 1 Tf +12.9231 0 0 12.9231 10 439.3005 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(11 of 11\)11/3/2006\ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1003 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 745.5235 Tm +(command_loop:- )Tj +0 -1.2 TD +( repeat,)Tj +T* +( write\('Enter command \(end to exit\): '\),)Tj +0 -1.2 TD +( read\(X\),)Tj +0 -1.2 TD +( write\(X\), nl,)Tj +T* +( X = end.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The last goal will fail unless end is entered. The repeat/0 always succe\ eds on backtracking and causes )Tj +0 -1.2 TD +(the intermediate goals to be re-executed. )Tj +0 -2.557 TD +(We can execute it by entering this query. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command_loop.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Now that the control structure is in place, we can have it execute the c\ ommand, rather than just repeat it. )Tj +0 -2.557 TD +(We will write a new predicate called do/1, which executes only the comma\ nds we allow. Many other )Tj +0 -1.2 TD +(languages have 'do case' control structures that perform this kind of fu\ nction. Multiple clauses in a )Tj +T* +(Prolog predicate behave similarly to a 'do case.' )Tj +0 -2.557 TD +(Here is do/1. Notice that it allows us to define synonyms for commands, \ that is, the player can enter )Tj +0 -1.2 TD +(either goto\(X\) or go\(X\) to cause the goto/1 predicate to be executed\ . )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(do\(goto\(X\)\):-goto\(X\),!.)Tj +T* +(do\(go\(X\)\):-goto\(X\),!.)Tj +T* +(do\(inventory\):-inventory,!.)Tj +T* +(do\(look\):-look,!.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(NOTE: The cut serves two purposes. First, it says once we have found a '\ do' clause to execute, don't )Tj +0 -1.2 TD +(bother looking for anymore. Second, it prevents the backtracking initiat\ ed at the end of command_loop )Tj +T* +(from entering the other command predicates. )Tj +0 -2.557 TD +(Here are some more do/1's. If do\(end\) did not always succeed, we would\ never get to the' X = end' test )Tj +0 -1.2 TD +(and would fail forever. The last do/1 allows us to tell the user there w\ as something wrong with the )Tj +T* +(command. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(do\(take\(X\)\) :- take\(X\), !.)Tj +T* +(do\(end\).)Tj +T* +(do\(_\) :-)Tj +T* +( write\('Invalid command'\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(2 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1004 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(We can now rewrite command_loop/0 to use the new do/1 and incorporate pu\ zzle/1 in the command )Tj +0 -1.2 TD +(loop. We will also replace the old simple test for end with a new predic\ ate, end_condition/1, that will )Tj +T* +(determine if the game is over. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command_loop:- )Tj +0 -1.2 TD +( write\('Welcome to Nani Search'\), nl,)Tj +T* +( repeat,)Tj +0 -1.2 TD +( write\('>nani> '\),)Tj +T* +( read\(X\),)Tj +T* +( puzzle\(X\),)Tj +T* +( do\(X\), nl,)Tj +T* +( end_condition\(X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Two conditions might end the game. The first is if the player types 'end\ .' The second is if the player has )Tj +0 -1.2 TD +(successfully taken the Nani. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(end_condition\(end\).)Tj +0 -1.2 TD +(end_condition\(_\) :-)Tj +T* +( have\(nani\),)Tj +T* +( write\('Congratulations'\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The game can now be played from the top. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command_loop.)Tj +0 -2.4 TD +(Welcome to ...)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 285.0457 Tm +(Recursive Control Loop )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 248.7909 Tm +(As hinted at in chapter 7, the purity of logic programming is undermined\ by the asserts and retracts of )Tj +0 -1.2 TD +(the logicbase. Just like global data in any language, predicates that ar\ e dynamically asserted and )Tj +T* +(retracted can make for unpredictable code. That is, code in one part of \ the system that uses a dynamic )Tj +0 -1.2 TD +(predicate is affected by code in an entirely different part that changes\ that dynamic predicate. )Tj +0 -2.557 TD +(For example, puzzle\(goto\(cellar\)\) succeeds or fails based on the exi\ stence of turned_on\(flashlight\) )Tj +0 -1.2 TD +(which is asserted by the turn_on/1 predicate. A bug in turn_on/1 will ca\ use puzzle/1 to behave )Tj +T* +(incorrectly. )Tj +0 -2.557 TD +(The entire game can be reconstructed using arguments and no global data.\ To do this, it helps to think of )Tj +0 -1.2 TD +(the game as a sequence of state transformations. )Tj +0 -2.557 TD +(In the current implementation, the state of the game is defined by the d\ ynamic predicates location/2, )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(3 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1005 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 318.015 m +580.4 318.015 l +579.4 317.015 l +11 317.015 l +h +f +10 318.015 m +10 36 l +11 36 l +11 317.015 l +h +f +0.313 0.313 0.313 rg +580.4 318.015 m +580.4 36 l +579.4 36 l +579.4 317.015 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 315.015 m +577.4 315.015 l +576.4 314.015 l +14 314.015 l +h +f +13 315.015 m +13 36 l +14 36 l +14 314.015 l +h +f +0.949 0.945 0.935 rg +577.4 315.015 m +577.4 36 l +576.4 36 l +576.4 314.015 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 10 753.7909 Tm +(here/1, have/1, and turned_on/1 or turned_off/1 for the flashlight. Thes\ e predicates define an initial state )Tj +0 -1.2 TD +(which is dynamically changed, using assert and retract, as the player mo\ ves through the game toward the )Tj +T* +(winning state, which is defined by the existence of have\(nani\). )Tj +0 -2.557 TD +(We can get the same effect by defining a complex structure to hold the s\ tate, implementing game )Tj +0 -1.2 TD +(commands that access that state as an argument, rather than from dynamic\ facts in the logicbase. )Tj +0 -2.557 TD +(Because logical variables cannot have their values changed by assignment\ , the commands must take two )Tj +0 -1.2 TD +(arguments representing the old state and the new state. The repeat-fail \ control structure will not let us )Tj +T* +(repeatedly change the state in this manner, so we need to write a recurs\ ive control structure that )Tj +T* +(recursively sends the new state to itself. The boundary condition is rea\ ching the ending state of the )Tj +T* +(game. This control structure is shown in figure 14.1, which contains an \ abbreviated version of Nani )Tj +T* +(Search. )Tj +0 -2.557 TD +(The state is represented by a list of structures holding different types\ of state information, as seen in )Tj +0 -1.2 TD +(initial_state/1. The various commands in this type of game need to acces\ s and manipulate that state )Tj +T* +(structure. Rather than require each predicate that accesses the state to\ understand its complex structure, )Tj +T* +(the utility predicates get_state/3, add_state/4, and del_state/4 are wri\ tten to access it. This way any )Tj +T* +(program changes to the state structure only require changes to the utili\ ty predicates. )Tj +0 -2.557 TD +(This style of Prolog programming is logically purer, and lends itself to\ certain types of applications. It )Tj +0 -1.2 TD +(also avoids the difficulties often associated with global data. On the o\ ther hand, it requires more )Tj +T* +(complexity in dealing with state information in arguments, and the multi\ ple lists and recursive routines )Tj +T* +(can be confusing to debug. You will have to decide which approach to use\ for each application you )Tj +T* +(write. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(/* a nonassertive version of nani search */)Tj +0 -2.4 TD +(nani :-)Tj +0 -1.2 TD +( write\('Welcome to Nani Search'\),)Tj +T* +( nl,)Tj +T* +( initial_state\(State\),)Tj +T* +( control_loop\(State\).)Tj +0 -2.4 TD +(control_loop\(State\) :-)Tj +0 -1.2 TD +( end_condition\(State\).)Tj +T* +(control_loop\(State\) :-)Tj +T* +( repeat,)Tj +T* +( write\('> '\),)Tj +T* +( read\(X\),)Tj +T* +( constraint\(State, X\),)Tj +T* +( do\(State, NewState, X\),)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(4 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1006 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( control_loop\(NewState\).)Tj +0 -2.4 TD +(/* initial dynamic state */)Tj +T* +(initial_state\([)Tj +0 -1.2 TD +(here\(kitchen\),)Tj +T* +(have\([]\),)Tj +T* +(location\([)Tj +0 -1.2 TD +( kitchen/apple,)Tj +T* +( kitchen/broccoli,)Tj +T* +( office/desk,)Tj +T* +( office/flashlight,)Tj +T* +( cellar/nani ]\),)Tj +T* +(status\([)Tj +0 -1.2 TD +( flashlight/off,)Tj +0 -1.2 TD +( game/on]\) ]\).)Tj +0 -2.4 TD +(/* static state */)Tj +T* +(rooms\([office, kitchen, cellar]\).)Tj +T* +(doors\([office/kitchen, cellar/kitchen]\).)Tj +T* +(connect\(X,Y\) :-)Tj +0 -1.2 TD +( doors\(DoorList\),)Tj +T* +( member\(X/Y, DoorList\).)Tj +T* +(connect\(X,Y\) :-)Tj +0 -1.2 TD +( doors\(DoorList\),)Tj +T* +( member\(Y/X, DoorList\).)Tj +0 -2.4 TD +(/* list utilities */)Tj +T* +(member\(X,[X|Y]\).)Tj +0 -1.2 TD +(member\(X,[Y|Z]\) :- member\(X,Z\).)Tj +0 -2.4 TD +(delete\(X, [], []\).)Tj +0 -1.2 TD +(delete\(X, [X|T], T\).)Tj +T* +(delete\(X, [H|T], [H|Z]\) :- delete\(X, T, Z\).)Tj +0 -2.4 TD +(/* state manipulation utilities */)Tj +T* +(get_state\(State, here, X\) :-)Tj +0 -1.2 TD +( member\(here\(X\), State\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(5 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1007 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +(get_state\(State, have, X\) :-)Tj +0 -1.2 TD +( member\(have\(Haves\), State\),)Tj +T* +( member\(X, Haves\).)Tj +0 -1.2 TD +(get_state\(State, location, Loc/X\) :-)Tj +0 -1.2 TD +( member\(location\(Locs\), State\),)Tj +T* +( member\(Loc/X, Locs\).)Tj +T* +(get_state\(State, status, Thing/Stat\) :-)Tj +T* +( member\(status\(Stats\), State\),)Tj +0 -1.2 TD +( member\(Thing/Stat, Stats\).)Tj +0 -2.4 TD +(del_state\(OldState, [location\(NewLocs\) | Temp], location, Loc/X\):-)Tj +0 -1.2 TD +( delete\(location\(Locs\), OldState, Temp\),)Tj +T* +( delete\(Loc/X, Locs, NewLocs\).)Tj +0 -2.4 TD +(add_state\(OldState, [here\(X\)|Temp], here, X\) :-)Tj +0 -1.2 TD +( delete\(here\(_\), OldState, Temp\).)Tj +T* +(add_state\(OldState, [have\([X|Haves]\)|Temp], have, X\) :-)Tj +T* +( delete\(have\(Haves\), OldState, Temp\).)Tj +T* +(add_state\(OldState, [status\([Thing/Stat|TempStats]\)|Temp],)Tj +T* +(status, Thing/Stat\) :-)Tj +T* +( delete\(status\(Stats\), OldState, Temp\),)Tj +T* +( delete\(Thing/_, Stats, TempStats\).)Tj +0 -2.4 TD +(/* end condition */)Tj +T* +(end_condition\(State\) :-)Tj +0 -1.2 TD +( get_state\(State, have, nani\),)Tj +0 -1.2 TD +( write\('You win'\).)Tj +T* +(end_condition\(State\) :-)Tj +T* +( get_state\(State, status, game/off\),)Tj +T* +( write\('quitter'\).)Tj +0 -2.4 TD +(/* constraints and puzzles together */)Tj +T* +(constraint\(State, goto\(cellar\)\) :-)Tj +0 -1.2 TD +( !, can_go_cellar\(State\).)Tj +T* +(constraint\(State, goto\(X\)\) :-)Tj +T* +( !, can_go\(State, X\).)Tj +T* +(constraint\(State, take\(X\)\) :-)Tj +T* +( !, can_take\(State, X\).)Tj +T* +(constraint\(State, turn_on\(X\)\) :-)Tj +T* +( !, can_turn_on\(State, X\).)Tj +T* +(constraint\(_, _\).)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(6 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1008 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 36 l +11 36 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 36 l +579.4 36 l +579.4 766 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 36 l +14 36 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 36 l +576.4 36 l +576.4 766 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 737.1082 Tm +(can_go\(State,X\) :-)Tj +0 -1.2 TD +( get_state\(State, here, H\),)Tj +T* +( connect\(X,H\).)Tj +0 -1.2 TD +(can_go\(_, X\) :-)Tj +0 -1.2 TD +( write\('You can''t get there from here'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_go_cellar\(State\) :-)Tj +0 -1.2 TD +( can_go\(State, cellar\),)Tj +T* +( !, cellar_puzzle\(State\).)Tj +0 -2.4 TD +(cellar_puzzle\(State\) :-)Tj +0 -1.2 TD +( get_state\(State, have, flashlight\),)Tj +T* +( get_state\(State, status, flashlight/on\).)Tj +T* +(cellar_puzzle\(_\) :-)Tj +T* +( write\('It''s dark in the cellar'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_take\(State, X\) :-)Tj +0 -1.2 TD +( get_state\(State, here, H\),)Tj +T* +( get_state\(State, location, H/X\).)Tj +T* +(can_take\(State, X\) :-)Tj +T* +( write\('it is not here'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(can_turn_on\(State, X\) :-)Tj +0 -1.2 TD +( get_state\(State, have, X\).)Tj +0 -1.2 TD +(can_turn_on\(_, X\) :-)Tj +T* +( write\('You don''t have it'\),)Tj +T* +( nl, fail.)Tj +0 -2.4 TD +(/* commands */ )Tj +T* +(do\(Old, New, goto\(X\)\) :- goto\(Old, New, X\), !.)Tj +0 -1.2 TD +(do\(Old, New, take\(X\)\) :- take\(Old, New, X\), !.)Tj +T* +(do\(Old, New, turn_on\(X\)\) :- turn_on\(Old, New, X\), !.)Tj +T* +(do\(State, State, look\) :- look\(State\), !.)Tj +T* +(do\(Old, New, quit\) :- quit\(Old, New\).)Tj +T* +(do\(State, State, _\) :-)Tj +T* +( write\('illegal command'\), nl.)Tj +0 -2.4 TD +(look\(State\) :-)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(7 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1009 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 320 l +11 321 l +11 766 l +h +f +0.313 0.313 0.313 rg +580.4 766 m +580.4 320 l +579.4 321 l +579.4 766 l +h +f +10 320 m +580.4 320 l +579.4 321 l +11 321 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 323 l +14 324 l +14 766 l +h +f +0.949 0.945 0.935 rg +577.4 766 m +577.4 323 l +576.4 324 l +576.4 766 l +h +f +13 323 m +577.4 323 l +576.4 324 l +14 324 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( get_state\(State, here, H\),)Tj +0 -1.2 TD +( write\('You are in '\), write\(H\),)Tj +T* +( nl,)Tj +0 -1.2 TD +( list_things\(State, H\), nl.)Tj +0 -2.4 TD +(list_things\(State, H\) :-)Tj +0 -1.2 TD +( get_state\(State, location, H/X\),)Tj +T* +( tab\(2\), write\(X\),)Tj +0 -1.2 TD +( fail.)Tj +T* +(list_things\(_, _\).)Tj +0 -2.4 TD +(goto\(Old, New, X\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, here, X\),)Tj +T* +( look\(New\).)Tj +0 -2.4 TD +(take\(Old, New, X\) :-)Tj +0 -1.2 TD +( get_state\(Old, here, H\),)Tj +T* +( del_state\(Old, Temp, location, H/X\),)Tj +T* +( add_state\(Temp, New, have, X\).)Tj +0 -2.4 TD +(turn_on\(Old, New, X\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, status, X/on\).)Tj +0 -2.4 TD +(quit\(Old, New\) :-)Tj +0 -1.2 TD +( add_state\(Old, New, status, game/off\).)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 14.1. Nani Search without a dynamic facts )Tj +0 -2.557 TD +(There could be serious performance problems with this approach to the ga\ me. Prolog uses a stack to )Tj +0 -1.2 TD +(keep track of the levels of predicate calls. In the case of a recursive \ predicate, the stack grows at each )Tj +T* +(recursive call. In this example, with its complex arguments, the stack c\ ould easily be consumed in a )Tj +T* +(shortperiod of time by the recursive control structure. )Tj +0 -2.557 TD +(Fortunately, there is a performance feature built into Prolog that makes\ this example program, and ones )Tj +0 -1.2 TD +(similar to it, behave efficiently. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 112.2457 Tm +(Tail Recursion)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 75.9909 Tm +(There are actually two kinds of recursive routines. In a true recursive \ routine, each level must wait for )Tj +0 -1.2 TD +(the information from the lower levels in order to return an answer. This\ means that Prolog must build a )Tj +T* +(stack with a new entry for each level. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(8 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1010 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 736.5909 Tm +(This is in contrast to iteration, which is more common in conventional l\ anguages. Each pass through the )Tj +0 -1.2 TD +(iteration updates the variables and there is no need for building a stac\ k. )Tj +0 -2.557 TD +(There is a type of recursion called )Tj +/T1_1 1 Tf +(tail recursion)Tj +/T1_0 1 Tf +( that, while written recursively, behaves iteratively. In )Tj +0 -1.2 TD +(general, if the recursive call is the last call, and there are no comput\ ations based on the information from )Tj +T* +(the lower levels, then a good Prolog can implement the predicate iterati\ vely, without growing the stack. )Tj +0 -2.557 TD +(One classic example of tail recursion is the factorial predicate. First \ we'll write it using normal recursion. )Tj +0 -1.2 TD +(Note that the variable FF, which is returned from the lower level, is us\ ed in the top level. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(factorial_1\(1,1\).)Tj +T* +(factorial_1\(N,F\):-)Tj +T* +( N > 1,)Tj +T* +( NN is N - 1,)Tj +T* +( factorial_1\(NN,FF\),)Tj +T* +( F is N * FF.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It works as expected. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- factorial_1\(5,X\).)Tj +T* +(X = 120)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(By introducing a new second argument to keep track of the result so far,\ we can rewrite factorial/3 tail-)Tj +T* +(recursively. The new argument is initially set to 1. Each recursive call\ builds on the second argument. )Tj +T* +(When the boundary condition is reached, the third argument is bound to t\ he second argument. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(factorial_2\(1,F,F\).)Tj +0 -1.2 TD +(factorial_2\(N,T,F\):-)Tj +T* +( N > 1,)Tj +T* +( TT is N * T,)Tj +T* +( NN is N - 1,)Tj +T* +( factorial_2\(NN,TT,F\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It gives the same results as the previous version, but because the recur\ sive call is the last call in the )Tj +T* +(second clause, its arguments are not needed at each level. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- factorial_2\(5,1,X\).)Tj +T* +(X = 120)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Another classic example of tail recursion is the predicate to reverse a \ list. The straightforward definition )Tj +T* +(of 'reverse' would be )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(9 of 11\)11/3/2006 \ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1011 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Control Structures)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 736.7235 Tm +(naive_reverse\([],[]\).)Tj +0 -1.2 TD +(naive_reverse\([H|T],Rev\):-)Tj +T* +( naive_reverse\(T,TR\),)Tj +0 -1.2 TD +( append\(TR,[H],Rev\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The inefficiency of this definition is a feature taken advantage of in P\ rolog benchmarks. It is called the )Tj +/T1_2 1 Tf +0 -1.2 TD +(naive reverse)Tj +/T1_0 1 Tf +(, and published performance statistics often list the time required to r\ everse a list of a )Tj +T* +(certain size. )Tj +0 -2.557 TD +(The result of the recursive call to naive_reverse/2 is used in the last \ goal, so it is not tail recursive, but it )Tj +0 -1.2 TD +(gives the right answers. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- naive_reverse\([ants, mice, zebras], X\).)Tj +T* +(X = [zebras, mice, ants])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(By again introducing a new second argument which will accumulate the par\ tial answer through levels of )Tj +T* +(recursion, we can rewrite 'reverse.' It turns out that the partial answe\ r is already reversed when it reaches )Tj +T* +(the boundary condition. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(reverse\([], Rev, Rev\).)Tj +T* +(reverse\([H|T], Temp, Rev\) :-)Tj +T* +( reverse\(T, [H|Temp], Rev\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now try the second reverse. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- reverse\([ants, mice, zebras], [], X\).)Tj +0 -1.2 TD +(X = [zebras, mice, ants])Tj +0 0 1 rg +/T1_3 1 Tf +16.1538 0 0 16.1538 10 246.6611 Tm +(Exercises )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 210.4063 Tm +(1- Trace both versions of reverse to understand the performance differen\ ces. )Tj +0 -2.557 TD +(2- Write a tail recursive predicate that will compute the sum of the num\ bers between two given )Tj +0 -1.2 TD +(numbers. Trace its behavior to see if it is tail recursive. )Tj +/T1_3 1 Tf +0 -2.574 TD +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(3- Add the remaining command predicates to do/1 so the game can be fully\ played. )Tj +0 -2.557 TD +(4- Add the concept of time to the game by putting a counter in the comma\ nd loop. Use an out-of-time )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a14cntrl.htm \(10 of 11\)11/3/2006\ 7:06:01 PM)Tj +ET +EMC + +endstream endobj 1012 0 obj(Control Structures) endobj 1013 0 obj<> endobj 1014 0 obj(http://www.amzi.com/AdventureInProlog/a14cntrl.htm) endobj 1015 0 obj(DJ? ȧ) endobj 1016 0 obj<> endobj 1017 0 obj<> endobj 1018 0 obj(Rc~,T) endobj 1019 0 obj 6 endobj 1020 0 obj 1 endobj 1021 0 obj<> endobj 1022 0 obj<> endobj 1023 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 1024 0 obj[1023 0 R/XYZ 0 766.0 null] endobj 1025 0 obj<><><><><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 1023 0 R>> endobj 1026 0 obj[1025 0 R] endobj 1027 0 obj<>/A<>/Border[0 0 0]>> endobj 1028 0 obj[1027 0 R] endobj 1029 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1030 0 obj[1025 0 R] endobj 1031 0 obj[1029 0 R/XYZ 0 141.4 null] endobj 1032 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1033 0 obj[1025 0 R] endobj 1034 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1035 0 obj<> endobj 1036 0 obj[1025 0 R] endobj 1037 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1038 0 obj<> endobj 1039 0 obj[1025 0 R] endobj 1040 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1041 0 obj[1025 0 R] endobj 1042 0 obj[1040 0 R/XYZ 0 651.6 null] endobj 1043 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1044 0 obj[1025 0 R] endobj 1045 0 obj<> endobj 1046 0 obj<> endobj 1047 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1048 0 obj[1025 0 R] endobj 1049 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1050 0 obj<> endobj 1051 0 obj[1025 0 R] endobj 1052 0 obj[1049 0 R/XYZ 0 78.6 null] endobj 1053 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1054 0 obj[1025 0 R] endobj 1055 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1056 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 24.7692 0 0 24.7692 10 646.726 Tm +(15)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Natural Language)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Prolog is especially well-suited for developing natural language systems\ . In this chapter we will create )Tj +0 -1.2 TD +(an English front end for Nani Search. )Tj +0 -2.557 TD +(But before moving to Nani Search, we will develop a natural language par\ ser for a simple subset of )Tj +0 -1.2 TD +(English. Once that is understood, we will use the same technology for Na\ ni Search. )Tj +0 -2.557 TD +(The simple subset of English will include sentences such as )Tj +/T1_2 1 Tf +7 0 0 7 35.713 423.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 423.9909 Tm +(The dog ate the bone. )Tj +/T1_2 1 Tf +7 0 0 7 35.713 407.1909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 407.1909 Tm +(The big brown mouse chases a lazy cat. )Tj +-2.857 -2.557 Td +(This grammar can be described with the following grammar rules. \(The fi\ rst rule says a sentence is made )Tj +0 -1.2 TD +(up of a noun phrase followed by a verb phrase. The last rule says an adj\ ective is either 'big', or 'brown', )Tj +T* +(or 'lazy.' The '|' means 'or.'\) )Tj +0 -2.557 TD +(sentence :)Tj +2.857 -1.2 Td +(nounphrase, verbphrase. )Tj +-2.857 -1.2 Td +(nounphrase : )Tj +2.857 -1.2 Td +(determiner, nounexpression. )Tj +-2.857 -1.2 Td +(nounphrase : )Tj +2.857 -1.2 Td +(nounexpression. )Tj +-2.857 -1.2 Td +(nounexpression : )Tj +2.857 -1.2 Td +(noun. )Tj +-2.857 -1.2 Td +(nounexpression :)Tj +2.857 -1.2 Td +(adjective, nounexpression. )Tj +-2.857 -1.2 Td +(verbphrase :)Tj +2.857 -1.2 Td +(verb, nounphrase. )Tj +-2.857 -1.2 Td +(determiner : )Tj +2.857 -1.2 Td +(the | a. )Tj +-2.857 -1.2 Td +(noun : )Tj +2.857 -1.2 Td +(dog | bone | mouse | cat. )Tj +ET +EMC +Q + +endstream endobj 1057 0 obj[1025 0 R] endobj 1058 0 obj[1055 0 R/XYZ 0 438.2 null] endobj 1059 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1060 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(verb : )Tj +2.857 -1.2 Td +(ate | chases. )Tj +-2.857 -1.2 Td +(adjective :)Tj +2.857 -1.2 Td +(big | brown | lazy. )Tj +-2.857 -2.557 Td +(To begin with, we will simply determine if a sentence is a legal sentenc\ e. In other words, we will write a )Tj +0 -1.2 TD +(predicate sentence/1, which will determine if its argument is a sentence\ . )Tj +0 -2.557 TD +(The sentence will be represented as a list of words. Our two examples ar\ e )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +([the,dog,ate,the,bone])Tj +0 -1.2 TD +([the,big,brown,mouse,chases,a,lazy,cat])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(There are two basic strategies for solving a parsing problem like this. \ The first is a generate-and-test )Tj +T* +(strategy, where the list to be parsed is split in different ways, with t\ he splittings tested to see if they are )Tj +T* +(components of a legal sentence. We have already seen that we can use app\ end/3 to generate the )Tj +T* +(splittings of a list. With this approach, the top-level rule would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(sentence\(L\) :-)Tj +T* +( append\(NP, VP, L\),)Tj +T* +( nounphrase\(NP\),)Tj +T* +( verbphrase\(VP\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The append/3 predicate will generate possible values for the variables N\ P and VP, by splitting the )Tj +T* +(original list L. The next two goals test each of the portions of the lis\ t to see if they are grammatically )Tj +T* +(correct. If not, backtracking into append/3 causes another possible spli\ tting to be generated. )Tj +0 -2.557 TD +(The clauses for nounphrase/1 and verbphrase/1 are similar to sentence/1,\ and call further predicates that )Tj +0 -1.2 TD +(deal with smaller units of a sentence, until the word definitions are me\ t, such as )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(verb\([ate]\).)Tj +T* +(verb\([chases]\).)Tj +0 -2.4 TD +(noun\([mouse]\).)Tj +0 -1.2 TD +(noun\([dog]\).)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 127.2457 Tm +(Difference Lists )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 90.9909 Tm +(The above strategy, however, is extremely slow because of the constant g\ eneration and testing of trial )Tj +T* +(solutions that do not work. Furthermore, the generating and testing is h\ appening at multiple levels. )Tj +0 -2.557 TD +(The more efficient strategy is to skip the generation step and pass the \ entire list to the lower level )Tj +ET +EMC +Q + +endstream endobj 1061 0 obj[1025 0 R] endobj 1062 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1063 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 751.5909 Tm +(predicates, which in turn will take the grammatical portion of the sente\ nce they are looking for from the )Tj +0 -1.2 TD +(front of the list and return the remainder of the list. )Tj +0 -2.557 TD +(To do this, we use a structure called a )Tj +/T1_1 1 Tf +(difference list)Tj +/T1_0 1 Tf +(.It is two related lists, in which the first list is the )Tj +0 -1.2 TD +(full list and the second list is the remainder. The two lists can be two\ arguments in a predicate, but they )Tj +T* +(are more readable if represented as a single argument with the minus sig\ n \(-\) operator, like X-Y. )Tj +0 -2.557 TD +(Here then is the first grammar rule using difference lists. A list S is \ a sentence if we can extract a )Tj +0 -1.2 TD +(nounphrase from the beginning of it, with a remainder list of S1, and if\ we can extract a verb phrase )Tj +T* +(from S1 with the empty list as the remainder. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence\(S\) :-)Tj +T* +( nounphrase\(S-S1\),)Tj +T* +( verbphrase\(S1-[]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Before filling in nounphrase/1 and verbphrase/1, we will jump to the low\ est level predicates that define )Tj +T* +(the actual words. They too must be difference lists. They are simple. If\ the head of the first list is the )Tj +T* +(word, the remainder list is simply the tail. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun\([dog|X]-X\).)Tj +T* +(noun\([cat|X]-X\).)Tj +T* +(noun\([mouse|X]-X\).)Tj +0 -2.4 TD +(verb\([ate|X]-X\).)Tj +0 -1.2 TD +(verb\([chases|X]-X\).)Tj +0 -2.4 TD +(adjective\([big|X]-X\).)Tj +0 -1.2 TD +(adjective\([brown|X]-X\).)Tj +T* +(adjective\([lazy|X]-X\).)Tj +0 -2.4 TD +(determiner\([the|X]-X\).)Tj +0 -1.2 TD +(determiner\([a|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Testing shows how the difference lists work. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- noun\([dog,ate,the,bone]-X\).)Tj +T* +(X = [ate,the,bone] )Tj +0 -2.4 TD +(?- verb\([dog,ate,the,bone]-X\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Continuing with the new grammar rules we have )Tj +ET +EMC +Q + +endstream endobj 1064 0 obj[1025 0 R] endobj 1065 0 obj[1062 0 R/XYZ 0 564.2 null] endobj 1066 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 739.3235 Tm +(nounphrase\(NP-X\):-)Tj +0 -1.2 TD +( determiner\(NP-S1\),)Tj +T* +( nounexpression\(S1-X\).)Tj +T* +(nounphrase\(NP-X\):-)Tj +T* +( nounexpression\(NP-X\).)Tj +0 -2.4 TD +(nounexpression\(NE-X\):-)Tj +0 -1.2 TD +( noun\(NE-X\).)Tj +T* +(nounexpression\(NE-X\):-)Tj +T* +( adjective\(NE-S1\),)Tj +T* +( nounexpression\(S1-X\).)Tj +0 -2.4 TD +(verbphrase\(VP-X\):-)Tj +0 -1.2 TD +( verb\(VP-S1\),)Tj +T* +( nounphrase\(S1-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(NOTE: The recursive call in the definition of nounexpression/1. It allow\ s sentences to have any number )Tj +T* +(of adjectives before a noun. )Tj +0 -2.557 TD +(These rules can now be used to test sentences. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- sentence\([the,lazy,mouse,ate,a,dog]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- sentence\([the,dog,ate]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- sentence\([a,big,brown,cat,chases,a,lazy,brown,dog]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- sentence\([the,cat,jumps,the,mouse]\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Figure 15.1 contains a trace of the sentence/1 predicate for a simple se\ ntence. )Tj +ET +EMC +Q + +endstream endobj 1067 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +602 766 l +601 765 l +11 765 l +h +f +10 766 m +10 36 l +11 36 l +11 765 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 765 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 763 m +599 763 l +598 762 l +14 762 l +h +f +13 763 m +13 36 l +14 36 l +14 762 l +h +f +0.949 0.945 0.935 rg +599 763 m +599 36 l +598 36 l +598 762 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 746.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- sentence\([dog,chases,cat]\).)Tj +0 -2.4 TD +(1-1 CALL sentence\([dog,chases,cat]\))Tj +0 -1.2 TD +( 2-1 CALL nounphrase\([dog,chases,cat]-_0\))Tj +T* +( 3-1 CALL determiner\([dog,chases,cat]-_0\))Tj +T* +( 3-1 FAIL determiner\([dog,chases,cat]-_0\))Tj +T* +( 2-1 REDO nounphrase\([dog,chases,cat]-_0\))Tj +T* +( 3-1 CALL nounexpression\([dog,chases,cat]- _0\))Tj +T* +( 4-1 CALL noun\([dog,chases,cat]-_0\))Tj +T* +( 4-1 EXIT noun\([dog,chases,cat]- )Tj +T* +( [chases,cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Notice how the binding of the variable representing the remainder list h\ as been deferred until the )Tj +0 -1.2 TD +(lowest level is called. Each level unifies its remainder with the level \ before it, so when the vocabulary )Tj +T* +(level is reached, the binding of the remainder to the tail of the list i\ s propagated back up through the )Tj +T* +(nested calls. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 EXIT nounexpression\([dog,chases,cat]-)Tj +0 -1.2 TD +( [chases,cat]\))Tj +T* +( 2-1 EXIT nounphrase\([dog,chases,cat]-)Tj +T* +( [chases,cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Now that we have the noun phrase, we can see if the remainder is a verb \ phrase.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 CALL verbphrase\([chases,cat]-[]\))Tj +0 -1.2 TD +( 3-1 CALL verb\([chases,cat]-_4\))Tj +T* +( 3-1 EXIT verb\([chases,cat]-[cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Finding the verb was easy, now for the final noun phrase.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-2 CALL nounphrase\([cat]-[]\))Tj +0 -1.2 TD +( 4-1 CALL determiner\([cat]-[]\))Tj +T* +( 4-1 FAIL determiner\([cat]-[]\))Tj +T* +( 3-2 REDO nounphrase\([cat]-[]\))Tj +T* +( 4-1 CALL nounexpression\([cat]-[]\))Tj +T* +( 5-1 CALL noun\([cat]-[]\))Tj +T* +( 5-1 EXIT noun\([cat]-[]\))Tj +T* +( 4-1 EXIT nounexpression\([cat]-[]\))Tj +T* +( 3-2 EXIT nounphrase\([cat]-[]\))Tj +T* +( 2-2 EXIT verbphrase\([chases,cat]-[]\))Tj +ET +EMC +Q + +endstream endobj 1068 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 706.4 l +11 707.4 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 706.4 l +601 707.4 l +601 766 l +h +f +10 706.4 m +602 706.4 l +601 707.4 l +11 707.4 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 709.4 l +14 710.4 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 709.4 l +598 710.4 l +598 766 l +h +f +13 709.4 m +599 709.4 l +598 710.4 l +14 710.4 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +(1-1 EXIT sentence\([dog,chases,cat]\))Tj +0 -1.2 TD +( yes)Tj +0 0 0 rg +/T1_1 1 Tf +-0.5 -4.409 Td +(Figure 15.1. Trace of sentence/1 )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 637.4457 Tm +(Natural Language Front End)Tj +0 0 0 rg +/T1_1 1 Tf +14 0 0 14 10 601.1909 Tm +(We will now use this sentence-parsing technique to build a simple Englis\ h language front end for Nani )Tj +T* +(Search. )Tj +0 -2.557 TD +(For the time being we will make two assumptions. The first is that we ca\ n get the user's input sentence )Tj +0 -1.2 TD +(in list form. The second is that we can represent our commands in list f\ orm. For example, we can )Tj +T* +(express goto\(office\) as [goto, office], and look as [look]. )Tj +0 -2.557 TD +(With these assumptions, the task of our natural language front end is to\ translate a user's natural sentence )Tj +0 -1.2 TD +(list into an acceptable command list. For example, we would want to tran\ slate [go,to,the,office] into )Tj +0 -1.2 TD +([goto, office]. )Tj +0 -2.557 TD +(We will write a high-level predicate, called command/2, that performs th\ is translation. Its format will be )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(command\(OutputList, InputList\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(The simplest commands are the ones that are made up of a verb with no ob\ ject, such as look, )Tj +0 -1.2 TD +(list_possessions, and end. We can define this situation as follows. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(command\([V], InList\):- verb\(V, InList-[]\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We will define verbs as in the earlier example, only this time we will i\ nclude an extra argument, which )Tj +T* +(identifies the command for use in building the output list. We can also \ allow as many different ways of )Tj +T* +(expressing a command as we feel like as in the two ways to say 'look' an\ d the three ways to say 'end.' )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(verb\(look, [look|X]-X\).)Tj +T* +(verb\(look, [look,around|X]-X\).)Tj +T* +(verb\(list_possessions, [inventory|X]-X\).)Tj +T* +(verb\(end, [end|X]-X\).)Tj +T* +(verb\(end, [quit|X]-X\).)Tj +T* +(verb\(end, [good,bye|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can now test what we've got. )Tj +ET +EMC +Q + +endstream endobj 1069 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 753.9082 Tm +(?- command\(X,[look]\).)Tj +0 -1.2 TD +(X = [look])Tj +0 -2.4 TD +(?- command\(X,[look,around]\).)Tj +0 -1.2 TD +(X = [look])Tj +0 -2.4 TD +(?- command\(X,[inventory]\).)Tj +0 -1.2 TD +(X = [list_possessions])Tj +0 -2.4 TD +(?- command\(X,[good,bye]\).)Tj +0 -1.2 TD +(X = [end])Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We now move to the more complicated case of a command composed of a verb\ and an object. Using the )Tj +T* +(grammatical constructs we saw in the beginning of this chapter, we could\ easily construct this grammar. )Tj +T* +(However, we would like to have our interface recognize the semantics of \ the sentence as well as the )Tj +T* +(formal grammar. )Tj +0 -2.557 TD +(For example, we would like to make sure that 'goto' verbs have a place a\ s an object, and that the other )Tj +0 -1.2 TD +(verbs have a thing as an object. We can include this knowledge in our na\ tural language routine with )Tj +T* +(another argument. )Tj +0 -2.557 TD +(Here is how the extra argument is used to ensure the object type require\ d by the verb matches the object )Tj +0 -1.2 TD +(type of the noun. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(command\([V,O], InList\) :-)Tj +T* +( verb\(Object_Type, V, InList-S1\),)Tj +T* +( object\(Object_Type, O, S1-[]\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Here is how we specify the new verbs. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(verb\(place, goto, [go,to|X]-X\).)Tj +T* +(verb\(place, goto, [go|X]-X\).)Tj +T* +(verb\(place, goto, [move,to|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can even recognize the case where the 'goto' verb was implied, that i\ s if the user just typed in a room )Tj +T* +(name without a preceding verb. In this case the list and its remainder a\ re the same. The existing room/1 )Tj +T* +(predicate is used to check if the list element is a room except when the\ room name is made up of two )Tj +T* +(words. )Tj +0 -2.557 TD +(The rule states "If we are looking for a verb at the beginning of a list\ , and the list begins with a room, )Tj +0 -1.2 TD +(then assume a 'goto' verb was found and return the full list for process\ ing as the object of the 'goto' )Tj +T* +(verb." )Tj +ET +EMC +Q + +endstream endobj 1070 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 741.7082 Tm +(verb\(place, goto, [X|Y]-[X|Y]\):- room\(X\).)Tj +0 -1.2 TD +(verb\(place, goto, [dining,room|Y]-[dining,room|Y]\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Some of the verbs for things are )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(verb\(thing, take, [take|X]-X\).)Tj +T* +(verb\(thing, drop, [drop|X]-X\).)Tj +T* +(verb\(thing, drop, [put|X]-X\).)Tj +T* +(verb\(thing, turn_on, [turn,on|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Optionally, an 'object' may be preceded by a determiner. Here are the tw\ o rules for 'object,' which cover )Tj +0 -1.2 TD +(both cases. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(object\(Type, N, S1-S3\) :-)Tj +0 -1.2 TD +( det\(S1-S2\),)Tj +T* +( noun\(Type, N, S2-S3\).)Tj +T* +(object\(Type, N, S1-S2\) :-)Tj +T* +( noun\(Type, N, S1-S2\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Since we are just going to throw the determiner away, we don't need to c\ arry extra arguments. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(det\([the|X]- X\).)Tj +T* +(det\([a|X]-X\).)Tj +T* +(det\([an|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We define nouns like verbs, but use their occurrence in the game to defi\ ne most of them. Only those )Tj +T* +(names that are made up of two or more words require special treatment. N\ ouns of place are defined in )Tj +T* +(the game as rooms. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(noun\(place, R, [R|X]-X\):- room\(R\).)Tj +T* +(noun\(place, 'dining room', [dining,room|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Things are distinguished by appearing in a 'location' or 'have' predicat\ e. Again, we make exceptions for )Tj +T* +(cases where the thing name has two words. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(noun\(thing, T, [T|X]-X\):- location\(T,_\).)Tj +T* +(noun\(thing, T, [T|X]-X\):- have\(T\).)Tj +T* +(noun\(thing, 'washing machine', [washing,machine|X]-X\).)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can build into the grammar an awareness of the current game situation\ , and have the parser respond )Tj +T* +(accordingly. For example, we might provide a command that allows the pla\ yer to turn the room lights on )Tj +ET +EMC +Q + +endstream endobj 1071 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(or off. This command might be turn_on\(light\) as opposed to turn_on\(fl\ ashlight\). If the user types in 'turn )Tj +0 -1.2 TD +(on the light' we would like to determine which light was meant. )Tj +0 -2.557 TD +(We can assume the room light was always meant, unless the player has the\ flashlight. In that case we )Tj +0 -1.2 TD +(will assume the flashlight was meant. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(noun\(thing, flashlight, [light|X], X\):- have\(flashlight\).)Tj +T* +(noun\(thing, light, [light|X], X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now try it out. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command\(X,[go,to,the,office]\).)Tj +0 -1.2 TD +(X = [goto, office])Tj +0 -2.4 TD +(?- command\(X,[go,dining,room]\).)Tj +0 -1.2 TD +(X = [goto, 'dining room'])Tj +0 -2.4 TD +(?- command\(X,[kitchen]\).)Tj +0 -1.2 TD +(X = [goto, kitchen])Tj +0 -2.4 TD +(?- command\(X,[take,the,apple]\).)Tj +0 -1.2 TD +(X = [take, apple])Tj +0 -2.4 TD +(?- command\(X,[turn,on,the,light]\).)Tj +0 -1.2 TD +(X = [turn_on, light])Tj +0 -2.4 TD +(?- asserta\(have\(flashlight\)\), command\(X,[turn,on,the,light]\).)Tj +0 -1.2 TD +(X = [turn_on, flashlight])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It should fail in the following situations that don't conform to our gra\ mmar or semantics. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command\(X,[go,to,the,desk]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- command\(X,[go,attic]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- command\(X,[drop,an,office]\).)Tj +0 -1.2 TD +(no)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 64.4457 Tm +(Definite Clause Grammar )Tj +ET +EMC +Q + +endstream endobj 1072 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 10 753.9756 Tm +(The use of difference lists for parsing is so common in Prolog, that mos\ t Prologs contain additional )Tj +0 -1.2 TD +(syntactic sugaring that simplifies the syntax by hiding the difference l\ ists from view. This syntax is )Tj +T* +(called )Tj +/T1_1 1 Tf +(Definite Clause Grammar)Tj +/T1_0 1 Tf +( \(DCG\), and looks like normal Prolog, only the neck symbol \(:-\) is )Tj +T* +(replaced with an arrow \(-->\). The DCG representation is parsed and tra\ nslated to normal Prolog with )Tj +T* +(difference lists. )Tj +0 -2.557 TD +(Using DCG, the 'sentence' predicate developed earlier would be phrased )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence --> nounphrase, verbphrase.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This would be translated into normal Prolog, with difference lists, but \ represented as separate arguments )Tj +0 -1.2 TD +(rather than as single arguments separated by a minus \(-\) as we impleme\ nted them. The above example )Tj +T* +(would be translated into the following equivalent Prolog. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence\(S1, S2\):-)Tj +T* +( nounphrase\(S1, S3\),)Tj +0 -1.2 TD +( verbphrase\(S3, S2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Thus, if we define 'sentence' using DCG we still must call it with two a\ rguments, even though the )Tj +0 -1.2 TD +(arguments were not explicitly stated in the DCG representation. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- sentence\([dog,chases,cat], []\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The DCG vocabulary is represented by simple lists. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun --> [dog].)Tj +T* +(verb --> [chases].)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These are translated into Prolog as difference lists. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun\([dog|X], X\).)Tj +T* +(verb\([chases|X], X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(As with the natural language front end for Nani Search, we often want to\ mix pure Prolog with the )Tj +T* +(grammar and include extra arguments to carry semantic information. The a\ rguments are simply added as )Tj +T* +(normal arguments and the pure Prolog is enclosed in curly brackets \({}\)\ to prevent the DCG parser from )Tj +T* +(translating it. Some of the complex rules in our game grammar would then\ be )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(command\([V,O]\) --> )Tj +T* +( verb\(Object_Type, V\), )Tj +T* +( object\(Object_Type, O\).)Tj +ET +EMC +Q + +endstream endobj 1073 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 280.015 m +471.2 280.015 l +470.2 279.015 l +11 279.015 l +h +f +10 280.015 m +10 36 l +11 36 l +11 279.015 l +h +f +0.313 0.313 0.313 rg +471.2 280.015 m +471.2 36 l +470.2 36 l +470.2 279.015 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 277.015 m +468.2 277.015 l +467.2 276.015 l +14 276.015 l +h +f +13 277.015 m +13 36 l +14 36 l +14 276.015 l +h +f +0.949 0.945 0.935 rg +468.2 277.015 m +468.2 36 l +467.2 36 l +467.2 276.015 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 50 751.9082 Tm +(verb\(place, goto\) --> [go, to].)Tj +0 -1.2 TD +(verb\(thing, take\) --> [take].)Tj +0 -2.4 TD +(object\(Type, N\) --> det, noun\(Type, N\).)Tj +0 -1.2 TD +(object\(Type, N\) --> noun\(Type, N\).)Tj +0 -2.4 TD +(det --> [the].)Tj +0 -1.2 TD +(det --> [a].)Tj +0 -2.4 TD +(noun\(place,X\) --> [X], {room\(X\)}.)Tj +0 -1.2 TD +(noun\(place,'dining room'\) --> [dining, room].)Tj +T* +(noun\(thing,X\) --> [X], {location\(X,_\)}.)Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(Because the DCG automatically takes off the first argument, we cannot ex\ amine it and send it along as )Tj +T* +(we did in testing for a 'goto' verb when only the room name was given in\ the command. We can )Tj +T* +(recognize this case with an additional 'command' clause. )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(command\([goto, Place]\) --> noun\(place, Place\).)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 424.0457 Tm +(Reading Sentences )Tj +0 0 0 rg +/T1_1 1 Tf +14 0 0 14 10 387.7909 Tm +(Now for the missing pieces. We must include a predicate that reads a nor\ mal sentence from the user and )Tj +T* +(puts it into a list. Figure 15.2 contains a program to perform the task.\ It is composed of two parts. The )Tj +T* +(first part reads a line of ASCII characters from the user, using the bui\ lt-in predicate get0/1, which reads )Tj +T* +(a single ASCII character. The line is assumed terminated by an ASCII 13,\ which is a carriage return. )Tj +T* +(The second part uses DCG to parse the list of characters into a list of \ words, using another built-in )Tj +T* +(predicate name/2, which converts a list of ASCII characters into an atom\ . )Tj +0 0 0.502 rg +/T1_0 1 Tf +0.5 -3.062 Td +(% read a line of words from the user)Tj +0 -2.4 TD +(read_list\(L\) :-)Tj +0 -1.2 TD +( write\('> '\),)Tj +T* +( read_line\(CL\),)Tj +T* +( wordlist\(L,CL,[]\), !.)Tj +0 -2.4 TD +(read_line\(L\) :-)Tj +0 -1.2 TD +( get0\(C\),)Tj +T* +( buildlist\(C,L\).)Tj +0 -2.4 TD +(buildlist\(13,[]\) :- !.)Tj +0 -1.2 TD +(buildlist\(C,[C|X]\) :-)Tj +T* +( get0\(C2\),)Tj +ET +EMC +Q + +endstream endobj 1074 0 obj<>stream +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +0 i +10 766 m +10 437.6 l +11 438.6 l +11 766 l +h +f +0.313 0.313 0.313 rg +471.2 766 m +471.2 437.6 l +470.2 438.6 l +470.2 766 l +h +f +10 437.6 m +471.2 437.6 l +470.2 438.6 l +11 438.6 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 440.6 l +14 441.6 l +14 766 l +h +f +0.949 0.945 0.935 rg +468.2 766 m +468.2 440.6 l +467.2 441.6 l +467.2 766 l +h +f +13 440.6 m +468.2 440.6 l +467.2 441.6 l +14 441.6 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 14 0 0 14 17 753.9082 Tm +( buildlist\(C2,X\).)Tj +0 -1.2 TD +( )Tj +T* +(wordlist\([X|Y]\) --> word\(X\), whitespace, wordlist\(Y\).)Tj +T* +(wordlist\([X]\) --> whitespace, wordlist\(X\).)Tj +T* +(wordlist\([X]\) --> word\(X\).)Tj +T* +(wordlist\([X]\) --> word\(X\), whitespace.)Tj +0 -2.4 TD +(word\(W\) --> charlist\(X\), {name\(W,X\)}.)Tj +T* +(charlist\([X|Y]\) --> chr\(X\), charlist\(Y\).)Tj +0 -1.2 TD +(charlist\([X]\) --> chr\(X\).)Tj +0 -2.4 TD +(chr\(X\) --> [X],{X>=48}.)Tj +T* +(whitespace --> whsp, whitespace.)Tj +0 -1.2 TD +(whitespace --> whsp.)Tj +0 -2.4 TD +(whsp --> [X], {X<48}.)Tj +0 0 0 rg +/T1_1 1 Tf +-0.5 -4.409 Td +(Figure 15.2. Program to read input sentences )Tj +0 -2.557 TD +(The other missing piece converts a command in the format [goto,office] t\ o a normal-looking command )Tj +0 -1.2 TD +(goto\(office\). This is done with a standard built-in predicate called '\ univ', which is represented by an )Tj +T* +(equal sign and two periods \(=..\). It translates a predicate and its ar\ guments into a list whose first element )Tj +T* +(is the predicate name and whose remaining elements are the arguments. It\ works in reverse as well, )Tj +T* +(which is how we will want to use it. For example )Tj +0 0 0.502 rg +/T1_0 1 Tf +2.857 -2.562 Td +(?- pred\(arg1,arg2\) =.. X.)Tj +T* +(X = [pred, arg1, arg2] )Tj +0 -2.4 TD +(?- pred =.. X.)Tj +0 -1.2 TD +(X = [pred] )Tj +0 -2.4 TD +(?- X =.. [pred,arg1,arg1].)Tj +0 -1.2 TD +(X = pred\(arg1, arg2\) )Tj +0 -2.4 TD +(?- X =.. [pred].)Tj +0 -1.2 TD +(X = pred )Tj +0 0 0 rg +/T1_1 1 Tf +-2.857 -2.552 Td +(We can now use these two predicates, along with command/2 to write get_c\ ommand/1, which reads a )Tj +T* +(sentence from the user and returns a command to command_loop/0. )Tj +ET +EMC +Q + +endstream endobj 1075 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +468 0 0 60 72 687 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_0 1 Tf +24.7692 0 0 24.7692 10 646.726 Tm +(15)Tj +0 0 0 rg +14 0 0 14 34.7692 646.726 Tm +( )Tj +0.89 0.737 0 rg +/T1_1 1 Tf +19.3846 0 0 19.3846 10 602.2918 Tm +(Natural Language)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 564.9909 Tm +(Prolog is especially well-suited for developing natural language systems\ . In this chapter we will create )Tj +0 -1.2 TD +(an English front end for Nani Search. )Tj +0 -2.557 TD +(But before moving to Nani Search, we will develop a natural language par\ ser for a simple subset of )Tj +0 -1.2 TD +(English. Once that is understood, we will use the same technology for Na\ ni Search. )Tj +0 -2.557 TD +(The simple subset of English will include sentences such as )Tj +/T1_2 1 Tf +7 0 0 7 35.713 423.9909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 423.9909 Tm +(The dog ate the bone. )Tj +/T1_2 1 Tf +7 0 0 7 35.713 407.1909 Tm +(l)Tj +/T1_0 1 Tf +( )Tj +14 0 0 14 50 407.1909 Tm +(The big brown mouse chases a lazy cat. )Tj +-2.857 -2.557 Td +(This grammar can be described with the following grammar rules. \(The fi\ rst rule says a sentence is made )Tj +0 -1.2 TD +(up of a noun phrase followed by a verb phrase. The last rule says an adj\ ective is either 'big', or 'brown', )Tj +0 -1.2 TD +(or 'lazy.' The '|' means 'or.'\) )Tj +0 -2.557 TD +(sentence :)Tj +2.857 -1.2 Td +(nounphrase, verbphrase. )Tj +-2.857 -1.2 Td +(nounphrase : )Tj +2.857 -1.2 Td +(determiner, nounexpression. )Tj +-2.857 -1.2 Td +(nounphrase : )Tj +2.857 -1.2 Td +(nounexpression. )Tj +-2.857 -1.2 Td +(nounexpression : )Tj +2.857 -1.2 Td +(noun. )Tj +-2.857 -1.2 Td +(nounexpression :)Tj +2.857 -1.2 Td +(adjective, nounexpression. )Tj +-2.857 -1.2 Td +(verbphrase :)Tj +2.857 -1.2 Td +(verb, nounphrase. )Tj +-2.857 -1.2 Td +(determiner : )Tj +2.857 -1.2 Td +(the | a. )Tj +-2.857 -1.2 Td +(noun : )Tj +2.857 -1.2 Td +(dog | bone | mouse | cat. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(1 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1076 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(verb : )Tj +2.857 -1.2 Td +(ate | chases. )Tj +-2.857 -1.2 Td +(adjective :)Tj +2.857 -1.2 Td +(big | brown | lazy. )Tj +-2.857 -2.557 Td +(To begin with, we will simply determine if a sentence is a legal sentenc\ e. In other words, we will write a )Tj +0 -1.2 TD +(predicate sentence/1, which will determine if its argument is a sentence\ . )Tj +0 -2.557 TD +(The sentence will be represented as a list of words. Our two examples ar\ e )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +([the,dog,ate,the,bone])Tj +0 -1.2 TD +([the,big,brown,mouse,chases,a,lazy,cat])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(There are two basic strategies for solving a parsing problem like this. \ The first is a generate-and-test )Tj +T* +(strategy, where the list to be parsed is split in different ways, with t\ he splittings tested to see if they are )Tj +T* +(components of a legal sentence. We have already seen that we can use app\ end/3 to generate the )Tj +T* +(splittings of a list. With this approach, the top-level rule would be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(sentence\(L\) :-)Tj +T* +( append\(NP, VP, L\),)Tj +T* +( nounphrase\(NP\),)Tj +T* +( verbphrase\(VP\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The append/3 predicate will generate possible values for the variables N\ P and VP, by splitting the )Tj +T* +(original list L. The next two goals test each of the portions of the lis\ t to see if they are grammatically )Tj +T* +(correct. If not, backtracking into append/3 causes another possible spli\ tting to be generated. )Tj +0 -2.557 TD +(The clauses for nounphrase/1 and verbphrase/1 are similar to sentence/1,\ and call further predicates that )Tj +0 -1.2 TD +(deal with smaller units of a sentence, until the word definitions are me\ t, such as )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(verb\([ate]\).)Tj +T* +(verb\([chases]\).)Tj +0 -2.4 TD +(noun\([mouse]\).)Tj +0 -1.2 TD +(noun\([dog]\).)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 127.2457 Tm +(Difference Lists )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 90.9909 Tm +(The above strategy, however, is extremely slow because of the constant g\ eneration and testing of trial )Tj +0 -1.2 TD +(solutions that do not work. Furthermore, the generating and testing is h\ appening at multiple levels. )Tj +0 -2.557 TD +(The more efficient strategy is to skip the generation step and pass the \ entire list to the lower level )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(2 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1077 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 751.5909 Tm +(predicates, which in turn will take the grammatical portion of the sente\ nce they are looking for from the )Tj +0 -1.2 TD +(front of the list and return the remainder of the list. )Tj +0 -2.557 TD +(To do this, we use a structure called a )Tj +/T1_1 1 Tf +(difference list)Tj +/T1_0 1 Tf +(.It is two related lists, in which the first list is the )Tj +0 -1.2 TD +(full list and the second list is the remainder. The two lists can be two\ arguments in a predicate, but they )Tj +T* +(are more readable if represented as a single argument with the minus sig\ n \(-\) operator, like X-Y. )Tj +0 -2.557 TD +(Here then is the first grammar rule using difference lists. A list S is \ a sentence if we can extract a )Tj +0 -1.2 TD +(nounphrase from the beginning of it, with a remainder list of S1, and if\ we can extract a verb phrase )Tj +T* +(from S1 with the empty list as the remainder. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence\(S\) :-)Tj +T* +( nounphrase\(S-S1\),)Tj +T* +( verbphrase\(S1-[]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Before filling in nounphrase/1 and verbphrase/1, we will jump to the low\ est level predicates that define )Tj +T* +(the actual words. They too must be difference lists. They are simple. If\ the head of the first list is the )Tj +T* +(word, the remainder list is simply the tail. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun\([dog|X]-X\).)Tj +T* +(noun\([cat|X]-X\).)Tj +T* +(noun\([mouse|X]-X\).)Tj +0 -2.4 TD +(verb\([ate|X]-X\).)Tj +0 -1.2 TD +(verb\([chases|X]-X\).)Tj +0 -2.4 TD +(adjective\([big|X]-X\).)Tj +0 -1.2 TD +(adjective\([brown|X]-X\).)Tj +0 -1.2 TD +(adjective\([lazy|X]-X\).)Tj +0 -2.4 TD +(determiner\([the|X]-X\).)Tj +0 -1.2 TD +(determiner\([a|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Testing shows how the difference lists work. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- noun\([dog,ate,the,bone]-X\).)Tj +T* +(X = [ate,the,bone] )Tj +0 -2.4 TD +(?- verb\([dog,ate,the,bone]-X\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Continuing with the new grammar rules we have )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(3 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1078 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 741.3082 Tm +(get_command\(C\) :-)Tj +0 -1.2 TD +( read_list\(L\),)Tj +T* +( command\(CL,L\),)Tj +T* +( C =.. CL, !.)Tj +T* +(get_command\(_\) :-)Tj +T* +( write\('I don''t understand'\), nl, fail.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We have now gone from writing the simple facts in the early chapters to \ a full adventure game with a )Tj +T* +(natural language front end. You have also written an expert system, an i\ ntelligent genealogical logicbase )Tj +T* +(and a standard business application. Use these as a basis for continued \ learning by experimentation. )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 550.0457 Tm +(Exercises )Tj +0 0 0 rg +14 0 0 14 10 513.5484 Tm +(Adventure Game)Tj +/T1_0 1 Tf +0 -2.54 TD +(1- Expand the natural language capabilities to handle all of the command\ s of Nani Search. )Tj +0 -2.557 TD +(2- Expand the natural language front end to allow for compound sentences\ , such as "go to the kitchen )Tj +0 -1.2 TD +(and take the apple," or "take the apple and the broccoli." )Tj +0 -2.557 TD +(3- Expand the natural language to allow for pronouns. To do this the 'no\ un' predicate must save the last )Tj +0 -1.2 TD +(noun and its type. When the word 'it' is encountered pick up that last n\ oun. Then 'take the apple' )Tj +T* +(followed by 'eat it' will work. \(You will probably have to go directly \ to the difference list notation to )Tj +T* +(make sentences such as "turn it on" work.\) )Tj +/T1_2 1 Tf +0 -2.574 TD +(Genealogical Logicbase)Tj +/T1_0 1 Tf +0 -2.54 TD +(4- Build a natural language query system that responds to queries such a\ s "Who are dennis' children?" )Tj +0 -1.2 TD +(and "How many nephews does jay have?" Assuming you write a predicate get\ _query/1 that returns a )Tj +T* +(Prolog query, you can call the Prolog query with the call/1 built-in pre\ dicate. For example, )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(main_loop :-)Tj +T* +( repeat,)Tj +T* +( get_query\(X\),)Tj +T* +( call\(X\),)Tj +T* +( X = end.)Tj +0 0 0 rg +/T1_3 1 Tf +12.9231 0 0 12.9231 10 96.1159 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(13 of 13\)11/3/2006\ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1079 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 739.3235 Tm +(nounphrase\(NP-X\):-)Tj +0 -1.2 TD +( determiner\(NP-S1\),)Tj +T* +( nounexpression\(S1-X\).)Tj +0 -1.2 TD +(nounphrase\(NP-X\):-)Tj +0 -1.2 TD +( nounexpression\(NP-X\).)Tj +0 -2.4 TD +(nounexpression\(NE-X\):-)Tj +0 -1.2 TD +( noun\(NE-X\).)Tj +T* +(nounexpression\(NE-X\):-)Tj +T* +( adjective\(NE-S1\),)Tj +T* +( nounexpression\(S1-X\).)Tj +0 -2.4 TD +(verbphrase\(VP-X\):-)Tj +0 -1.2 TD +( verb\(VP-S1\),)Tj +0 -1.2 TD +( nounphrase\(S1-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(NOTE: The recursive call in the definition of nounexpression/1. It allow\ s sentences to have any number )Tj +0 -1.2 TD +(of adjectives before a noun. )Tj +0 -2.557 TD +(These rules can now be used to test sentences. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- sentence\([the,lazy,mouse,ate,a,dog]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- sentence\([the,dog,ate]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- sentence\([a,big,brown,cat,chases,a,lazy,brown,dog]\).)Tj +0 -1.2 TD +(yes)Tj +0 -2.4 TD +(?- sentence\([the,cat,jumps,the,mouse]\).)Tj +0 -1.2 TD +(no)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Figure 15.1 contains a trace of the sentence/1 predicate for a simple se\ ntence. )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(4 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1080 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +602 766 l +601 765 l +11 765 l +h +f +10 766 m +10 36 l +11 36 l +11 765 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 36 l +601 36 l +601 765 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 763 m +599 763 l +598 762 l +14 762 l +h +f +13 763 m +13 36 l +14 36 l +14 762 l +h +f +0.949 0.945 0.935 rg +599 763 m +599 36 l +598 36 l +598 762 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0 rg +BT +/T1_0 1 Tf +14 0 0 14 17 746.9756 Tm +(The query is )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +(?- sentence\([dog,chases,cat]\).)Tj +0 -2.4 TD +(1-1 CALL sentence\([dog,chases,cat]\))Tj +0 -1.2 TD +( 2-1 CALL nounphrase\([dog,chases,cat]-_0\))Tj +T* +( 3-1 CALL determiner\([dog,chases,cat]-_0\))Tj +0 -1.2 TD +( 3-1 FAIL determiner\([dog,chases,cat]-_0\))Tj +T* +( 2-1 REDO nounphrase\([dog,chases,cat]-_0\))Tj +T* +( 3-1 CALL nounexpression\([dog,chases,cat]- _0\))Tj +T* +( 4-1 CALL noun\([dog,chases,cat]-_0\))Tj +T* +( 4-1 EXIT noun\([dog,chases,cat]- )Tj +T* +( [chases,cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Notice how the binding of the variable representing the remainder list h\ as been deferred until the )Tj +0 -1.2 TD +(lowest level is called. Each level unifies its remainder with the level \ before it, so when the vocabulary )Tj +T* +(level is reached, the binding of the remainder to the tail of the list i\ s propagated back up through the )Tj +T* +(nested calls. )Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-1 EXIT nounexpression\([dog,chases,cat]-)Tj +0 -1.2 TD +( [chases,cat]\))Tj +T* +( 2-1 EXIT nounphrase\([dog,chases,cat]-)Tj +T* +( [chases,cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Now that we have the noun phrase, we can see if the remainder is a verb \ phrase.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 2-2 CALL verbphrase\([chases,cat]-[]\))Tj +0 -1.2 TD +( 3-1 CALL verb\([chases,cat]-_4\))Tj +T* +( 3-1 EXIT verb\([chases,cat]-[cat]\))Tj +0 0 0 rg +/T1_0 1 Tf +0 -2.552 TD +(Finding the verb was easy, now for the final noun phrase.)Tj +0 0 0.502 rg +/T1_1 1 Tf +0 -2.562 TD +( 3-2 CALL nounphrase\([cat]-[]\))Tj +0 -1.2 TD +( 4-1 CALL determiner\([cat]-[]\))Tj +T* +( 4-1 FAIL determiner\([cat]-[]\))Tj +T* +( 3-2 REDO nounphrase\([cat]-[]\))Tj +T* +( 4-1 CALL nounexpression\([cat]-[]\))Tj +T* +( 5-1 CALL noun\([cat]-[]\))Tj +T* +( 5-1 EXIT noun\([cat]-[]\))Tj +T* +( 4-1 EXIT nounexpression\([cat]-[]\))Tj +T* +( 3-2 EXIT nounphrase\([cat]-[]\))Tj +T* +( 2-2 EXIT verbphrase\([chases,cat]-[]\))Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(5 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1081 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 706.4 l +11 707.4 l +11 766 l +h +f +0.313 0.313 0.313 rg +602 766 m +602 706.4 l +601 707.4 l +601 766 l +h +f +10 706.4 m +602 706.4 l +601 707.4 l +11 707.4 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 709.4 l +14 710.4 l +14 766 l +h +f +0.949 0.945 0.935 rg +599 766 m +599 709.4 l +598 710.4 l +598 766 l +h +f +13 709.4 m +599 709.4 l +598 710.4 l +14 710.4 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +(1-1 EXIT sentence\([dog,chases,cat]\))Tj +0 -1.2 TD +( yes)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 15.1. Trace of sentence/1 )Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 637.4457 Tm +(Natural Language Front End)Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 601.1909 Tm +(We will now use this sentence-parsing technique to build a simple Englis\ h language front end for Nani )Tj +T* +(Search. )Tj +0 -2.557 TD +(For the time being we will make two assumptions. The first is that we ca\ n get the user's input sentence )Tj +0 -1.2 TD +(in list form. The second is that we can represent our commands in list f\ orm. For example, we can )Tj +T* +(express goto\(office\) as [goto, office], and look as [look]. )Tj +0 -2.557 TD +(With these assumptions, the task of our natural language front end is to\ translate a user's natural sentence )Tj +0 -1.2 TD +(list into an acceptable command list. For example, we would want to tran\ slate [go,to,the,office] into )Tj +T* +([goto, office]. )Tj +0 -2.557 TD +(We will write a high-level predicate, called command/2, that performs th\ is translation. Its format will be )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command\(OutputList, InputList\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The simplest commands are the ones that are made up of a verb with no ob\ ject, such as look, )Tj +0 -1.2 TD +(list_possessions, and end. We can define this situation as follows. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command\([V], InList\):- verb\(V, InList-[]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We will define verbs as in the earlier example, only this time we will i\ nclude an extra argument, which )Tj +T* +(identifies the command for use in building the output list. We can also \ allow as many different ways of )Tj +T* +(expressing a command as we feel like as in the two ways to say 'look' an\ d the three ways to say 'end.' )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(verb\(look, [look|X]-X\).)Tj +T* +(verb\(look, [look,around|X]-X\).)Tj +T* +(verb\(list_possessions, [inventory|X]-X\).)Tj +0 -1.2 TD +(verb\(end, [end|X]-X\).)Tj +T* +(verb\(end, [quit|X]-X\).)Tj +T* +(verb\(end, [good,bye|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now test what we've got. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(6 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1082 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 753.9082 Tm +(?- command\(X,[look]\).)Tj +0 -1.2 TD +(X = [look])Tj +0 -2.4 TD +(?- command\(X,[look,around]\).)Tj +0 -1.2 TD +(X = [look])Tj +0 -2.4 TD +(?- command\(X,[inventory]\).)Tj +0 -1.2 TD +(X = [list_possessions])Tj +0 -2.4 TD +(?- command\(X,[good,bye]\).)Tj +0 -1.2 TD +(X = [end])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We now move to the more complicated case of a command composed of a verb\ and an object. Using the )Tj +T* +(grammatical constructs we saw in the beginning of this chapter, we could\ easily construct this grammar. )Tj +0 -1.2 TD +(However, we would like to have our interface recognize the semantics of \ the sentence as well as the )Tj +0 -1.2 TD +(formal grammar. )Tj +0 -2.557 TD +(For example, we would like to make sure that 'goto' verbs have a place a\ s an object, and that the other )Tj +0 -1.2 TD +(verbs have a thing as an object. We can include this knowledge in our na\ tural language routine with )Tj +T* +(another argument. )Tj +0 -2.557 TD +(Here is how the extra argument is used to ensure the object type require\ d by the verb matches the object )Tj +0 -1.2 TD +(type of the noun. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command\([V,O], InList\) :-)Tj +T* +( verb\(Object_Type, V, InList-S1\),)Tj +T* +( object\(Object_Type, O, S1-[]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Here is how we specify the new verbs. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(verb\(place, goto, [go,to|X]-X\).)Tj +0 -1.2 TD +(verb\(place, goto, [go|X]-X\).)Tj +T* +(verb\(place, goto, [move,to|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can even recognize the case where the 'goto' verb was implied, that i\ s if the user just typed in a room )Tj +T* +(name without a preceding verb. In this case the list and its remainder a\ re the same. The existing room/1 )Tj +T* +(predicate is used to check if the list element is a room except when the\ room name is made up of two )Tj +T* +(words. )Tj +0 -2.557 TD +(The rule states "If we are looking for a verb at the beginning of a list\ , and the list begins with a room, )Tj +0 -1.2 TD +(then assume a 'goto' verb was found and return the full list for process\ ing as the object of the 'goto' )Tj +T* +(verb." )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(7 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1083 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 741.7082 Tm +(verb\(place, goto, [X|Y]-[X|Y]\):- room\(X\).)Tj +0 -1.2 TD +(verb\(place, goto, [dining,room|Y]-[dining,room|Y]\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Some of the verbs for things are )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(verb\(thing, take, [take|X]-X\).)Tj +0 -1.2 TD +(verb\(thing, drop, [drop|X]-X\).)Tj +T* +(verb\(thing, drop, [put|X]-X\).)Tj +0 -1.2 TD +(verb\(thing, turn_on, [turn,on|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Optionally, an 'object' may be preceded by a determiner. Here are the tw\ o rules for 'object,' which cover )Tj +T* +(both cases. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(object\(Type, N, S1-S3\) :-)Tj +T* +( det\(S1-S2\),)Tj +T* +( noun\(Type, N, S2-S3\).)Tj +T* +(object\(Type, N, S1-S2\) :-)Tj +T* +( noun\(Type, N, S1-S2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Since we are just going to throw the determiner away, we don't need to c\ arry extra arguments. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(det\([the|X]- X\).)Tj +T* +(det\([a|X]-X\).)Tj +T* +(det\([an|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We define nouns like verbs, but use their occurrence in the game to defi\ ne most of them. Only those )Tj +0 -1.2 TD +(names that are made up of two or more words require special treatment. N\ ouns of place are defined in )Tj +T* +(the game as rooms. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(noun\(place, R, [R|X]-X\):- room\(R\).)Tj +T* +(noun\(place, 'dining room', [dining,room|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Things are distinguished by appearing in a 'location' or 'have' predicat\ e. Again, we make exceptions for )Tj +T* +(cases where the thing name has two words. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(noun\(thing, T, [T|X]-X\):- location\(T,_\).)Tj +T* +(noun\(thing, T, [T|X]-X\):- have\(T\).)Tj +T* +(noun\(thing, 'washing machine', [washing,machine|X]-X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can build into the grammar an awareness of the current game situation\ , and have the parser respond )Tj +T* +(accordingly. For example, we might provide a command that allows the pla\ yer to turn the room lights on )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(8 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1084 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(or off. This command might be turn_on\(light\) as opposed to turn_on\(fl\ ashlight\). If the user types in 'turn )Tj +0 -1.2 TD +(on the light' we would like to determine which light was meant. )Tj +0 -2.557 TD +(We can assume the room light was always meant, unless the player has the\ flashlight. In that case we )Tj +0 -1.2 TD +(will assume the flashlight was meant. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(noun\(thing, flashlight, [light|X], X\):- have\(flashlight\).)Tj +0 -1.2 TD +(noun\(thing, light, [light|X], X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now try it out. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command\(X,[go,to,the,office]\).)Tj +T* +(X = [goto, office])Tj +0 -2.4 TD +(?- command\(X,[go,dining,room]\).)Tj +0 -1.2 TD +(X = [goto, 'dining room'])Tj +0 -2.4 TD +(?- command\(X,[kitchen]\).)Tj +0 -1.2 TD +(X = [goto, kitchen])Tj +0 -2.4 TD +(?- command\(X,[take,the,apple]\).)Tj +0 -1.2 TD +(X = [take, apple])Tj +0 -2.4 TD +(?- command\(X,[turn,on,the,light]\).)Tj +0 -1.2 TD +(X = [turn_on, light])Tj +0 -2.4 TD +(?- asserta\(have\(flashlight\)\), command\(X,[turn,on,the,light]\).)Tj +0 -1.2 TD +(X = [turn_on, flashlight])Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(It should fail in the following situations that don't conform to our gra\ mmar or semantics. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- command\(X,[go,to,the,desk]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- command\(X,[go,attic]\).)Tj +0 -1.2 TD +(no)Tj +0 -2.4 TD +(?- command\(X,[drop,an,office]\).)Tj +0 -1.2 TD +(no)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 64.4457 Tm +(Definite Clause Grammar )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(9 of 13\)11/3/2006 \ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1085 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +BT +/T1_0 1 Tf +14 0 0 14 10 753.9756 Tm +(The use of difference lists for parsing is so common in Prolog, that mos\ t Prologs contain additional )Tj +0 -1.2 TD +(syntactic sugaring that simplifies the syntax by hiding the difference l\ ists from view. This syntax is )Tj +T* +(called )Tj +/T1_1 1 Tf +(Definite Clause Grammar)Tj +/T1_0 1 Tf +( \(DCG\), and looks like normal Prolog, only the neck symbol \(:-\) is )Tj +0 -1.2 TD +(replaced with an arrow \(-->\). The DCG representation is parsed and tra\ nslated to normal Prolog with )Tj +0 -1.2 TD +(difference lists. )Tj +0 -2.557 TD +(Using DCG, the 'sentence' predicate developed earlier would be phrased )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence --> nounphrase, verbphrase.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(This would be translated into normal Prolog, with difference lists, but \ represented as separate arguments )Tj +0 -1.2 TD +(rather than as single arguments separated by a minus \(-\) as we impleme\ nted them. The above example )Tj +T* +(would be translated into the following equivalent Prolog. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(sentence\(S1, S2\):-)Tj +T* +( nounphrase\(S1, S3\),)Tj +T* +( verbphrase\(S3, S2\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Thus, if we define 'sentence' using DCG we still must call it with two a\ rguments, even though the )Tj +T* +(arguments were not explicitly stated in the DCG representation. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(?- sentence\([dog,chases,cat], []\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(The DCG vocabulary is represented by simple lists. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun --> [dog].)Tj +0 -1.2 TD +(verb --> [chases].)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(These are translated into Prolog as difference lists. )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(noun\([dog|X], X\).)Tj +T* +(verb\([chases|X], X\).)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(As with the natural language front end for Nani Search, we often want to\ mix pure Prolog with the )Tj +T* +(grammar and include extra arguments to carry semantic information. The a\ rguments are simply added as )Tj +T* +(normal arguments and the pure Prolog is enclosed in curly brackets \({}\)\ to prevent the DCG parser from )Tj +T* +(translating it. Some of the complex rules in our game grammar would then\ be )Tj +0 0 0.502 rg +/T1_2 1 Tf +2.857 -2.562 Td +(command\([V,O]\) --> )Tj +T* +( verb\(Object_Type, V\), )Tj +T* +( object\(Object_Type, O\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(10 of 13\)11/3/2006\ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1086 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 280.015 m +471.2 280.015 l +470.2 279.015 l +11 279.015 l +h +f +10 280.015 m +10 36 l +11 36 l +11 279.015 l +h +f +0.313 0.313 0.313 rg +471.2 280.015 m +471.2 36 l +470.2 36 l +470.2 279.015 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 277.015 m +468.2 277.015 l +467.2 276.015 l +14 276.015 l +h +f +13 277.015 m +13 36 l +14 36 l +14 276.015 l +h +f +0.949 0.945 0.935 rg +468.2 277.015 m +468.2 36 l +467.2 36 l +467.2 276.015 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 50 751.9082 Tm +(verb\(place, goto\) --> [go, to].)Tj +0 -1.2 TD +(verb\(thing, take\) --> [take].)Tj +0 -2.4 TD +(object\(Type, N\) --> det, noun\(Type, N\).)Tj +0 -1.2 TD +(object\(Type, N\) --> noun\(Type, N\).)Tj +0 -2.4 TD +(det --> [the].)Tj +0 -1.2 TD +(det --> [a].)Tj +0 -2.4 TD +(noun\(place,X\) --> [X], {room\(X\)}.)Tj +0 -1.2 TD +(noun\(place,'dining room'\) --> [dining, room].)Tj +T* +(noun\(thing,X\) --> [X], {location\(X,_\)}.)Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(Because the DCG automatically takes off the first argument, we cannot ex\ amine it and send it along as )Tj +0 -1.2 TD +(we did in testing for a 'goto' verb when only the room name was given in\ the command. We can )Tj +0 -1.2 TD +(recognize this case with an additional 'command' clause. )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(command\([goto, Place]\) --> noun\(place, Place\).)Tj +0 0 1 rg +/T1_2 1 Tf +16.1538 0 0 16.1538 10 424.0457 Tm +(Reading Sentences )Tj +0 0 0 rg +/T1_0 1 Tf +14 0 0 14 10 387.7909 Tm +(Now for the missing pieces. We must include a predicate that reads a nor\ mal sentence from the user and )Tj +0 -1.2 TD +(puts it into a list. Figure 15.2 contains a program to perform the task.\ It is composed of two parts. The )Tj +T* +(first part reads a line of ASCII characters from the user, using the bui\ lt-in predicate get0/1, which reads )Tj +0 -1.2 TD +(a single ASCII character. The line is assumed terminated by an ASCII 13,\ which is a carriage return. )Tj +0 -1.2 TD +(The second part uses DCG to parse the list of characters into a list of \ words, using another built-in )Tj +T* +(predicate name/2, which converts a list of ASCII characters into an atom\ . )Tj +0 0 0.502 rg +/T1_1 1 Tf +0.5 -3.062 Td +(% read a line of words from the user)Tj +0 -2.4 TD +(read_list\(L\) :-)Tj +0 -1.2 TD +( write\('> '\),)Tj +T* +( read_line\(CL\),)Tj +T* +( wordlist\(L,CL,[]\), !.)Tj +0 -2.4 TD +(read_line\(L\) :-)Tj +0 -1.2 TD +( get0\(C\),)Tj +T* +( buildlist\(C,L\).)Tj +0 -2.4 TD +(buildlist\(13,[]\) :- !.)Tj +0 -1.2 TD +(buildlist\(C,[C|X]\) :-)Tj +T* +( get0\(C2\),)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(11 of 13\)11/3/2006\ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1087 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(Natural Language)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.801 0.801 0.801 rg +10 766 m +10 437.6 l +11 438.6 l +11 766 l +h +f +0.313 0.313 0.313 rg +471.2 766 m +471.2 437.6 l +470.2 438.6 l +470.2 766 l +h +f +10 437.6 m +471.2 437.6 l +470.2 438.6 l +11 438.6 l +h +f +EMC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0.457 0.449 0.431 rg +13 766 m +13 440.6 l +14 441.6 l +14 766 l +h +f +0.949 0.945 0.935 rg +468.2 766 m +468.2 440.6 l +467.2 441.6 l +467.2 766 l +h +f +13 440.6 m +468.2 440.6 l +467.2 441.6 l +14 441.6 l +h +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +14 0 0 14 17 753.9082 Tm +( buildlist\(C2,X\).)Tj +0 -1.2 TD +( )Tj +T* +(wordlist\([X|Y]\) --> word\(X\), whitespace, wordlist\(Y\).)Tj +0 -1.2 TD +(wordlist\([X]\) --> whitespace, wordlist\(X\).)Tj +0 -1.2 TD +(wordlist\([X]\) --> word\(X\).)Tj +T* +(wordlist\([X]\) --> word\(X\), whitespace.)Tj +0 -2.4 TD +(word\(W\) --> charlist\(X\), {name\(W,X\)}.)Tj +T* +(charlist\([X|Y]\) --> chr\(X\), charlist\(Y\).)Tj +0 -1.2 TD +(charlist\([X]\) --> chr\(X\).)Tj +0 -2.4 TD +(chr\(X\) --> [X],{X>=48}.)Tj +T* +(whitespace --> whsp, whitespace.)Tj +0 -1.2 TD +(whitespace --> whsp.)Tj +0 -2.4 TD +(whsp --> [X], {X<48}.)Tj +0 0 0 rg +/T1_0 1 Tf +-0.5 -4.409 Td +(Figure 15.2. Program to read input sentences )Tj +0 -2.557 TD +(The other missing piece converts a command in the format [goto,office] t\ o a normal-looking command )Tj +0 -1.2 TD +(goto\(office\). This is done with a standard built-in predicate called '\ univ', which is represented by an )Tj +T* +(equal sign and two periods \(=..\). It translates a predicate and its ar\ guments into a list whose first element )Tj +T* +(is the predicate name and whose remaining elements are the arguments. It\ works in reverse as well, )Tj +0 -1.2 TD +(which is how we will want to use it. For example )Tj +0 0 0.502 rg +/T1_1 1 Tf +2.857 -2.562 Td +(?- pred\(arg1,arg2\) =.. X.)Tj +T* +(X = [pred, arg1, arg2] )Tj +0 -2.4 TD +(?- pred =.. X.)Tj +0 -1.2 TD +(X = [pred] )Tj +0 -2.4 TD +(?- X =.. [pred,arg1,arg1].)Tj +0 -1.2 TD +(X = pred\(arg1, arg2\) )Tj +0 -2.4 TD +(?- X =.. [pred].)Tj +0 -1.2 TD +(X = pred )Tj +0 0 0 rg +/T1_0 1 Tf +-2.857 -2.552 Td +(We can now use these two predicates, along with command/2 to write get_c\ ommand/1, which reads a )Tj +T* +(sentence from the user and returns a command to command_loop/0. )Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/a15nlang.htm \(12 of 13\)11/3/2006\ 7:06:07 PM)Tj +ET +EMC + +endstream endobj 1088 0 obj(Natural Language) endobj 1089 0 obj<> endobj 1090 0 obj(http://www.amzi.com/AdventureInProlog/a15nlang.htm) endobj 1091 0 obj(P:Ι4#vKx) endobj 1092 0 obj<> endobj 1093 0 obj<> endobj 1094 0 obj(]pie\() endobj 1095 0 obj 7 endobj 1096 0 obj<> endobj 1097 0 obj<> endobj 1098 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageC/ImageI]>>/Type/Page>> endobj 1099 0 obj<> endobj 1100 0 obj[1098 0 R/XYZ 0 766.657 null] endobj 1101 0 obj<><><><><><><><><><><><><><><><><><><><><><><><><><>]/P 10 0 R/S/Article/T()/Pg 1098 0 R>> endobj 1102 0 obj[1101 0 R] endobj 1103 0 obj<>/A<>/Border[0 0 0]>> endobj 1104 0 obj[1103 0 R] endobj 1105 0 obj[1098 0 R/XYZ 0 574.227 null] endobj 1106 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1107 0 obj[1101 0 R] endobj 1108 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1109 0 obj[1101 0 R] endobj 1110 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1111 0 obj[1101 0 R] endobj 1112 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1113 0 obj[1101 0 R] endobj 1114 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1115 0 obj<> endobj 1116 0 obj[1101 0 R] endobj 1117 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1118 0 obj[1101 0 R] endobj 1119 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1120 0 obj[1101 0 R] endobj 1121 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1122 0 obj[1101 0 R] endobj 1123 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1124 0 obj[1101 0 R] endobj 1125 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1126 0 obj<> endobj 1127 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +q +429.5380859 0 0 55.068985 91.230957 694.1499634 cm +/Im0 Do +Q +0.89 0.737 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 17.7915 0 0 17.7915 9.1782 661.1222 Tm +(Appendix)Tj +0 0 0 rg +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 626.8869 Tm +(This appendix contains sample versions of the four programs described in\ the book. These are the adventure game )Tj +0 -1.2 TD +(\(Nani Search\), the intelligent genealogical logicbase \(Family\), the \ customer order entry system \(Custord\), and the )Tj +T* +(expert system \(Birds\). )Tj +0 0 1 rg +/T1_0 1 Tf +14.8263 0 0 14.8263 9.1782 561.2356 Tm +(Nani Search )Tj +0 0 0.502 rg +/T1_2 1 Tf +12.8494 0 0 12.8494 9.1782 527.8985 Tm +(% NANI SEARCH - A sample adventure game)Tj +0 -2.4 TD +(% Copyright \(C\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% Nani Search is designed to illustrate Prolog programming. It)Tj +0 -1.2 TD +(% is an implementation of the principle example used in)Tj +T* +(% this tutorial.)Tj +0 -2.4 TD +(main:- nani_search. % main entry point)Tj +T* +(nani_search:-)Tj +0 -1.2 TD +( init_dynamic_facts, % predicates which are not compiled)Tj +0 -2.4 TD +( write\('NANI SEARCH - A Sample Adventure Game'\),nl,)Tj +0 -1.2 TD +( write\('Copyright \(C\) Amzi! inc. 1990-1995'\),nl,)Tj +0 -1.2 TD +( write\('No rights reserved, use it as you wish'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Nani Search is designed to illustrate Prolog programming.'\),n\ l,)Tj +T* +( write\('As such, it might be the simplest adventure game. The game'\)\ ,nl,)Tj +T* +( write\('is the primary example used in this tutorial.'\),nl,)Tj +T* +( write\('Full source is included as well.'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Your persona as the adventurer is that of a three year'\),nl,)Tj +T* +( write\('old. The Nani is your security blanket. It is getting'\),nl,\ )Tj +T* +( write\('late and you''re tired, but you can''t go to sleep'\),nl,)Tj +T* +( write\('without your Nani. Your mission is to find the Nani.'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('You control the game by using simple English commands'\),nl,)Tj +T* +( write\('expressing the action you wish to take. You can go to'\),nl,)Tj +T* +( write\('other rooms, look at your surroundings, look in things'\),nl,)Tj +T* +( write\('take things, drop things, eat things, inventory the'\),nl,)Tj +ET +EMC +Q + +endstream endobj 1128 0 obj[1101 0 R] endobj 1129 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1130 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( write\('things you have, and turn things on and off.'\),nl,)Tj +0 -1.2 TD +( nl,)Tj +T* +( write\('Hit any key to continue.'\),get0\(_\),)Tj +T* +( write\('Type "help" if you need more help on mechanics.'\),nl,)Tj +T* +( write\('Type "hint" if you want a big hint.'\),nl,)Tj +T* +( write\('Type "quit" if you give up.'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Enjoy the hunt.'\),nl,)Tj +0 -2.4 TD +( look, % give a look before starting the game)Tj +0 -1.2 TD +( command_loop.)Tj +0 -2.4 TD +(% command_loop - repeats until either the nani is found or the)Tj +0 -1.2 TD +(% player types quit)Tj +0 -2.4 TD +(command_loop:-)Tj +0 -1.2 TD +( repeat,)Tj +T* +( get_command\(X\),)Tj +T* +( do\(X\),)Tj +T* +( \(nanifound; X == quit\).)Tj +0 -2.4 TD +(% do - matches the input command with the predicate which carries out)Tj +0 -1.2 TD +(% the command. More general approaches which might work in the)Tj +T* +(% listener are not supported in the compiler. This approach)Tj +T* +(% also gives tighter control over the allowable commands.)Tj +0 -2.4 TD +(% The cuts prevent the forced failure at the end of "command_loop")Tj +0 -1.2 TD +(% from backtracking into the command predicates.)Tj +0 -2.4 TD +(do\(goto\(X\)\):-goto\(X\),!.)Tj +0 -1.2 TD +(do\(nshelp\):-nshelp,!.)Tj +T* +(do\(hint\):-hint,!.)Tj +T* +(do\(inventory\):-inventory,!.)Tj +T* +(do\(take\(X\)\):-take\(X\),!.)Tj +T* +(do\(drop\(X\)\):-drop\(X\),!.)Tj +T* +(do\(eat\(X\)\):-eat\(X\),!.)Tj +T* +(do\(look\):-look,!.)Tj +T* +(do\(turn_on\(X\)\):-turn_on\(X\),!.)Tj +T* +(do\(turn_off\(X\)\):-turn_off\(X\),!.)Tj +T* +(do\(look_in\(X\)\):-look_in\(X\),!.)Tj +0 -1.2 TD +(do\(quit\):-quit,!.)Tj +0 -2.4 TD +(% These are the predicates which control exit from the game. If)Tj +0 -1.2 TD +(% the player has taken the nani, then the call to "have\(nani\)" will)Tj +T* +(% succeed and the command_loop will complete. Otherwise it fails)Tj +T* +(% and command_loop will repeat.)Tj +ET +EMC +Q + +endstream endobj 1131 0 obj[1101 0 R] endobj 1132 0 obj[1129 0 R/XYZ 0 548.768 null] endobj 1133 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1134 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(nanifound:-)Tj +0 -1.2 TD +( have\(nani\), )Tj +T* +( write\('Congratulations, you saved the Nani.'\),nl,)Tj +T* +( write\('Now you can rest secure.'\),nl,nl.)Tj +0 -2.4 TD +(quit:-)Tj +0 -1.2 TD +( write\('Giving up? It''s going to be a scary night'\),nl,)Tj +T* +( write\('and when you get the Nani it''s not going'\),nl,)Tj +T* +( write\('to smell right.'\),nl,nl.)Tj +0 -2.4 TD +(% The help command)Tj +T* +(nshelp:-)Tj +0 -1.2 TD +( write\('Use simple English sentences to enter commands.'\),nl,)Tj +0 -1.2 TD +( write\('The commands can cause you to:'\),nl,)Tj +0 -1.2 TD +( nl,)Tj +T* +( write\(' go to a room \(ex. go to the office\)'\),nl,)Tj +T* +( write\(' look around \(ex. look\)'\),nl,)Tj +T* +( write\(' look in something \(ex. look in the desk\)'\),nl,)Tj +T* +( write\(' take something \(ex. take the apple\)'\),nl,)Tj +T* +( write\(' drop something \(ex. drop the apple\)'\),nl,)Tj +T* +( write\(' eat something \(ex. eat the apple\)'\),nl,)Tj +T* +( write\(' turn something on \(ex. turn on the light\)'\),nl,)Tj +T* +( write\(' inventory your things \(ex. inventory\)'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('The examples are verbose, terser commands and synonyms'\),nl,)Tj +T* +( write\('are usually accepted.'\),nl,nl,)Tj +T* +( write\('Hit any key to continue.'\),nl,)Tj +T* +( get0\(_\),)Tj +T* +( look.)Tj +0 -2.4 TD +(hint:-)Tj +0 -1.2 TD +( write\('You need to get to the cellar, and you can''t unless'\),nl,)Tj +T* +( write\('you get some light. You can''t turn on the cellar'\),nl,)Tj +T* +( write\('light, but there is a flash light in the desk in the'\),nl,)Tj +T* +( write\('office you might use.'\),nl,nl,)Tj +T* +( look.)Tj +0 -2.4 TD +(% Initial facts describing the world. Rooms and doors do not change,)Tj +0 -1.2 TD +(% so they are compiled.)Tj +0 -2.4 TD +(room\(office\).)Tj +0 -1.2 TD +(room\(kitchen\).)Tj +T* +(room\('dining room'\).)Tj +T* +(room\(hall\).)Tj +T* +(room\(cellar\).)Tj +ET +EMC +Q + +endstream endobj 1135 0 obj[1101 0 R] endobj 1136 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1137 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(door\(office,hall\).)Tj +0 -1.2 TD +(door\(hall,'dining room'\).)Tj +T* +(door\('dining room',kitchen\).)Tj +T* +(door\(kitchen,cellar\).)Tj +T* +(door\(kitchen,office\).)Tj +0 -2.4 TD +(connect\(X,Y\):-)Tj +0 -1.2 TD +( door\(X,Y\).)Tj +T* +(connect\(X,Y\):-)Tj +T* +( door\(Y,X\).)Tj +0 -2.4 TD +(% These facts are all subject to change during the game, so rather)Tj +0 -1.2 TD +(% than being compiled, they are "asserted" to the listener at)Tj +T* +(% run time. This predicate is called when "nanisrch" starts up.)Tj +0 -2.4 TD +(init_dynamic_facts:-)Tj +0 -1.2 TD +( assertz\(location\(desk,office\)\),)Tj +T* +( assertz\(location\(apple,kitchen\)\),)Tj +T* +( assertz\(location\(flashlight,desk\)\),)Tj +T* +( assertz\(location\('washing machine',cellar\)\),)Tj +T* +( assertz\(location\(nani,'washing machine'\)\),)Tj +T* +( assertz\(location\(table,kitchen\)\),)Tj +T* +( assertz\(location\(crackers,desk\)\),)Tj +T* +( assertz\(location\(broccoli,kitchen\)\),)Tj +T* +( assertz\(here\(kitchen\)\),)Tj +T* +( assertz\(turned_off\(flashlight\)\).)Tj +0 -2.4 TD +(furniture\(desk\).)Tj +0 -1.2 TD +(furniture\('washing machine'\).)Tj +T* +(furniture\(table\).)Tj +0 -2.4 TD +(edible\(apple\).)Tj +0 -1.2 TD +(edible\(crackers\).)Tj +0 -2.4 TD +(tastes_yuchy\(broccoli\).)Tj +T* +(%%%%%%%% COMMANDS %%%%%%%%%%%%%%%%%%%%%%%%%%)Tj +T* +(% goto moves the player from room to room.)Tj +0 -2.4 TD +(goto\(Room\):-)Tj +0 -1.2 TD +( can_go\(Room\), % check for legal move)Tj +T* +( puzzle\(goto\(Room\)\), % check for special conditions)Tj +T* +( moveto\(Room\), % go there and tell the player)Tj +T* +( look.)Tj +T* +(goto\(_\):- look.)Tj +ET +EMC +Q + +endstream endobj 1138 0 obj[1101 0 R] endobj 1139 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1140 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(can_go\(Room\):- % if there is a connection it )Tj +0 -1.2 TD +( here\(Here\), % is a legal move.)Tj +T* +( connect\(Here,Room\),!.)Tj +T* +(can_go\(Room\):-)Tj +T* +( respond\(['You can''t get to ',Room,' from here']\),fail.)Tj +0 -2.4 TD +(moveto\(Room\):- % update the logicbase with the)Tj +0 -1.2 TD +( retract\(here\(_\)\), % new room)Tj +T* +( asserta\(here\(Room\)\).)Tj +0 -2.4 TD +(% look lists the things in a room, and the connections)Tj +T* +(look:-)Tj +0 -1.2 TD +( here\(Here\),)Tj +0 -1.2 TD +( respond\(['You are in the ',Here]\),)Tj +0 -1.2 TD +( write\('You can see the following things:'\),nl,)Tj +T* +( list_things\(Here\),)Tj +T* +( write\('You can go to the following rooms:'\),nl,)Tj +T* +( list_connections\(Here\).)Tj +0 -2.4 TD +(list_things\(Place\):-)Tj +0 -1.2 TD +( location\(X,Place\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_things\(_\).)Tj +0 -2.4 TD +(list_connections\(Place\):-)Tj +0 -1.2 TD +( connect\(Place,X\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_connections\(_\).)Tj +0 -2.4 TD +(% look_in allows the player to look inside a thing which might)Tj +0 -1.2 TD +(% contain other things)Tj +0 -2.4 TD +(look_in\(Thing\):-)Tj +0 -1.2 TD +( location\(_,Thing\), % make sure there's at least one)Tj +T* +( write\('The '\),write\(Thing\),write\(' contains:'\),nl,)Tj +T* +( list_things\(Thing\).)Tj +T* +(look_in\(Thing\):-)Tj +0 -1.2 TD +( respond\(['There is nothing in the ',Thing]\).)Tj +0 -2.4 TD +(% take allows the player to take something. As long as the thing is)Tj +0 -1.2 TD +(% contained in the room it can be taken, even if the adventurer hasn't)Tj +T* +(% looked in the the container which contains it. Also the thing)Tj +T* +(% must not be furniture.)Tj +ET +EMC +Q + +endstream endobj 1141 0 obj[1101 0 R] endobj 1142 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1143 0 obj<> endobj 1144 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(take\(Thing\):-)Tj +0 -1.2 TD +( is_here\(Thing\),)Tj +T* +( is_takable\(Thing\),)Tj +T* +( move\(Thing,have\),)Tj +T* +( respond\(['You now have the ',Thing]\).)Tj +0 -2.4 TD +(is_here\(Thing\):-)Tj +0 -1.2 TD +( here\(Here\),)Tj +T* +( contains\(Thing,Here\),!. % don't backtrack)Tj +T* +(is_here\(Thing\):-)Tj +T* +( respond\(['There is no ',Thing,' here']\),)Tj +T* +( fail.)Tj +0 -2.4 TD +(contains\(Thing,Here\):- % recursive definition to find)Tj +0 -1.2 TD +( location\(Thing,Here\). % things contained in things etc.)Tj +0 -1.2 TD +(contains\(Thing,Here\):-)Tj +T* +( location\(Thing,X\),)Tj +T* +( contains\(X,Here\).)Tj +0 -2.4 TD +(is_takable\(Thing\):- % you can't take the furniture)Tj +0 -1.2 TD +( furniture\(Thing\),)Tj +T* +( respond\(['You can''t pick up a ',Thing]\),)Tj +T* +( !,fail.)Tj +T* +(is_takable\(_\). % not furniture, ok to take)Tj +0 -2.4 TD +(move\(Thing,have\):-)Tj +0 -1.2 TD +( retract\(location\(Thing,_\)\), % take it from its old place)Tj +T* +( asserta\(have\(Thing\)\). % and add to your possessions)Tj +0 -2.4 TD +(% drop - allows the player to transfer a possession to a room)Tj +T* +(drop\(Thing\):-)Tj +0 -1.2 TD +( have\(Thing\), % you must have the thing to drop i\ t)Tj +T* +( here\(Here\), % where are we)Tj +T* +( retract\(have\(Thing\)\),)Tj +T* +( asserta\(location\(Thing,Here\)\).)Tj +T* +(drop\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +0 -2.4 TD +(% eat, because every adventure game lets you eat stuff.)Tj +0 -2.4 TD +(eat\(Thing\):-)Tj +0 -1.2 TD +( have\(Thing\),)Tj +T* +( eat2\(Thing\).)Tj +T* +(eat\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +T* +( )Tj +ET +EMC +Q + +endstream endobj 1145 0 obj[1101 0 R] endobj 1146 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1147 0 obj<> endobj 1148 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(eat2\(Thing\):-)Tj +0 -1.2 TD +( edible\(Thing\),)Tj +T* +( retract\(have\(Thing\)\),)Tj +T* +( respond\(['That ',Thing,' was good']\).)Tj +T* +(eat2\(Thing\):-)Tj +T* +( tastes_yuchy\(Thing\),)Tj +T* +( respond\(['Three year olds don''t eat ',Thing]\).)Tj +T* +(eat2\(Thing\):-)Tj +T* +( respond\(['You can''t eat a ',Thing]\).)Tj +0 -2.4 TD +(% inventory list your possesions)Tj +T* +(inventory:-)Tj +0 -1.2 TD +( have\(X\), % make sure you have at least one t\ hing)Tj +0 -1.2 TD +( write\('You have: '\),nl,)Tj +0 -1.2 TD +( list_possessions.)Tj +T* +(inventory:-)Tj +T* +( write\('You have nothing'\),nl.)Tj +0 -2.4 TD +(list_possessions:-)Tj +0 -1.2 TD +( have\(X\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_possessions.)Tj +0 -2.4 TD +(% turn_on recognizes two cases. If the player tries to simply turn)Tj +0 -1.2 TD +(% on the light, it is assumed this is the room light, and the)Tj +T* +(% appropriate error message is issued. Otherwise turn_on has to)Tj +T* +(% refer to an object which is turned_off.)Tj +0 -2.4 TD +(turn_on\(light\):-)Tj +0 -1.2 TD +( respond\(['You can''t reach the switch and there''s nothing to stand o\ n']\).)Tj +T* +(turn_on\(Thing\):-)Tj +T* +( have\(Thing\),)Tj +T* +( turn_on2\(Thing\).)Tj +T* +(turn_on\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +0 -2.4 TD +(turn_on2\(Thing\):-)Tj +0 -1.2 TD +( turned_on\(Thing\),)Tj +0 -1.2 TD +( respond\([Thing,' is already on']\).)Tj +0 -1.2 TD +(turn_on2\(Thing\):-)Tj +T* +( turned_off\(Thing\),)Tj +T* +( retract\(turned_off\(Thing\)\),)Tj +T* +( asserta\(turned_on\(Thing\)\),)Tj +T* +( respond\([Thing,' turned on']\).)Tj +T* +(turn_on2\(Thing\):-)Tj +ET +EMC +Q + +endstream endobj 1149 0 obj[1101 0 R] endobj 1150 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1151 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( respond\(['You can''t turn a ',Thing,' on']\).)Tj +0 -2.4 TD +(% turn_off - I didn't feel like implementing turn_off)Tj +T* +(turn_off\(Thing\):-)Tj +0 -1.2 TD +( respond\(['I lied about being able to turn things off']\).)Tj +0 -2.4 TD +(% The only special puzzle in Nani Search has to do with going to the)Tj +0 -1.2 TD +(% cellar. Puzzle is only called from goto for this reason. Other)Tj +T* +(% puzzles pertaining to other commands could easily be added.)Tj +0 -2.4 TD +(puzzle\(goto\(cellar\)\):-)Tj +0 -1.2 TD +( have\(flashlight\),)Tj +T* +( turned_on\(flashlight\),!.)Tj +0 -1.2 TD +(puzzle\(goto\(cellar\)\):-)Tj +0 -1.2 TD +( write\('You can''t go to the cellar because it''s dark in the'\),nl,)Tj +T* +( write\('cellar, and you''re afraid of the dark.'\),nl,)Tj +T* +( !,fail.)Tj +T* +(puzzle\(_\).)Tj +0 -2.4 TD +(% respond simplifies writing a mixture of literals and variables)Tj +0 -1.2 TD +( )Tj +T* +(respond\([]\):-)Tj +T* +( write\('.'\),nl,nl.)Tj +T* +(respond\([H|T]\):-)Tj +T* +( write\(H\),)Tj +T* +( respond\(T\).)Tj +0 -2.4 TD +(% Simple English command listener. It does some semantic checking)Tj +0 -1.2 TD +(% and allows for various synonyms. Within a restricted subset of)Tj +T* +(% English, a command can be phrased many ways. Also non grammatical)Tj +T* +(% constructs are understood, for example just giving a room name)Tj +T* +(% is interpreted as the command to goto that room.)Tj +0 -2.4 TD +(% Some interpretation is based on the situation. Notice that when)Tj +0 -1.2 TD +(% the player says turn on the light it is ambiguous. It could mean)Tj +T* +(% the room light \(which can't be turned on in the game\) or the)Tj +T* +(% flash light. If the player has the flash light it is interpreted)Tj +T* +(% as flash light, otherwise it is interpreted as room light.)Tj +0 -2.4 TD +(get_command\(C\):-)Tj +0 -1.2 TD +( readlist\(L\), % reads a sentence and puts [it,in,list,form])Tj +T* +( command\(X,L,[]\), % call the grammar for command)Tj +T* +( C =.. X,!. % make the command list a structure)Tj +T* +(get_command\(_\):-)Tj +T* +( respond\(['I don''t understand, try again or type help']\),fail.)Tj +ET +EMC +Q + +endstream endobj 1152 0 obj[1101 0 R] endobj 1153 0 obj[1150 0 R/XYZ 0 302.059 null] endobj 1154 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1155 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% The grammar doesn't have to be real English. There are two)Tj +0 -1.2 TD +(% types of commands in Nani Search, those with and without a )Tj +T* +(% single argument. A special case is also made for the command)Tj +T* +(% goto which can be activated by simply giving a room name.)Tj +0 -2.4 TD +(command\([Pred,Arg]\) --> verb\(Type,Pred\),nounphrase\(Type,Arg\).)Tj +0 -1.2 TD +(command\([Pred]\) --> verb\(intran,Pred\).)Tj +T* +(command\([goto,Arg]\) --> noun\(go_place,Arg\).)Tj +0 -2.4 TD +(% Recognize three types of verbs. Each verb corresponds to a command,)Tj +0 -1.2 TD +(% but there are many synonyms allowed. For example the command)Tj +T* +(% turn_on will be triggered by either "turn on" or "switch on".)Tj +0 -2.4 TD +(verb\(go_place,goto\) --> go_verb.)Tj +0 -1.2 TD +(verb\(thing,V\) --> tran_verb\(V\).)Tj +0 -1.2 TD +(verb\(intran,V\) --> intran_verb\(V\).)Tj +0 -2.4 TD +(go_verb --> [go].)Tj +0 -1.2 TD +(go_verb --> [go,to].)Tj +T* +(go_verb --> [g].)Tj +0 -2.4 TD +(tran_verb\(take\) --> [take].)Tj +0 -1.2 TD +(tran_verb\(take\) --> [pick,up].)Tj +T* +(tran_verb\(drop\) --> [drop].)Tj +T* +(tran_verb\(drop\) --> [put].)Tj +T* +(tran_verb\(drop\) --> [put,down].)Tj +T* +(tran_verb\(eat\) --> [eat].)Tj +T* +(tran_verb\(turn_on\) --> [turn,on].)Tj +T* +(tran_verb\(turn_on\) --> [switch,on].)Tj +T* +(tran_verb\(turn_off\) --> [turn,off].)Tj +T* +(tran_verb\(look_in\) --> [look,in].)Tj +T* +(tran_verb\(look_in\) --> [look].)Tj +T* +(tran_verb\(look_in\) --> [open].)Tj +0 -2.4 TD +(intran_verb\(inventory\) --> [inventory].)Tj +0 -1.2 TD +(intran_verb\(inventory\) --> [i].)Tj +T* +(intran_verb\(look\) --> [look].)Tj +T* +(intran_verb\(look\) --> [look,around].)Tj +T* +(intran_verb\(look\) --> [l].)Tj +T* +(intran_verb\(quit\) --> [quit].)Tj +0 -1.2 TD +(intran_verb\(quit\) --> [exit].)Tj +0 -1.2 TD +(intran_verb\(quit\) --> [end].)Tj +T* +(intran_verb\(quit\) --> [bye].)Tj +T* +(intran_verb\(nshelp\) --> [help].)Tj +T* +(intran_verb\(hint\) --> [hint].)Tj +0 -2.4 TD +(% a noun phrase is just a noun with an optional determiner in front.)Tj +ET +EMC +Q + +endstream endobj 1156 0 obj[1101 0 R] endobj 1157 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1158 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 740.1401 Tm +(nounphrase\(Type,Noun\) --> det,noun\(Type,Noun\).)Tj +0 -1.2 TD +(nounphrase\(Type,Noun\) --> noun\(Type,Noun\).)Tj +0 -2.4 TD +(det --> [the].)Tj +0 -1.2 TD +(det --> [a].)Tj +0 -2.4 TD +(% Nouns are defined as rooms, or things located somewhere. We define)Tj +0 -1.2 TD +(% special cases for those things represented in Nani Search by two)Tj +T* +(% words. We can't expect the user to type the name in quotes.)Tj +0 -2.4 TD +(noun\(go_place,R\) --> [R], {room\(R\)}.)Tj +0 -1.2 TD +(noun\(go_place,'dining room'\) --> [dining,room].)Tj +0 -2.4 TD +(noun\(thing,T\) --> [T], {location\(T,_\)}.)Tj +0 -1.2 TD +(noun\(thing,T\) --> [T], {have\(T\)}.)Tj +T* +(noun\(thing,flashlight\) --> [flash,light].)Tj +0 -1.2 TD +(noun\(thing,'washing machine'\) --> [washing,machine].)Tj +0 -1.2 TD +(noun\(thing,'dirty clothes'\) --> [dirty,clothes].)Tj +0 -2.4 TD +(% If the player has just typed light, it can be interpreted three ways.)Tj +0 -1.2 TD +(% If a room name is before it, it must be a room light. If the)Tj +T* +(% player has the flash light, assume it means the flash light. Otherwis\ e)Tj +T* +(% assume it is the room light.)Tj +0 -2.4 TD +(noun\(thing,light\) --> [X,light], {room\(X\)}.)Tj +0 -1.2 TD +(noun\(thing,flashlight\) --> [light], {have\(flashlight\)}.)Tj +T* +(noun\(thing,light\) --> [light].)Tj +0 -2.4 TD +(% readlist - read a list of words, based on a Clocksin & Mellish)Tj +0 -1.2 TD +(% example.)Tj +0 -2.4 TD +(readlist\(L\):-)Tj +0 -1.2 TD +( write\('> '\),)Tj +T* +( read_word_list\(L\).)Tj +0 -2.4 TD +(read_word_list\([W|Ws]\) :-)Tj +0 -1.2 TD +( get0\(C\),)Tj +T* +( readword\(C, W, C1\), % Read word starting with C, C1 is first n\ ew)Tj +T* +( restsent\(C1, Ws\), !. % character - use it to get rest of senten\ ce)Tj +0 -2.4 TD +(restsent\(C,[]\) :- lastword\(C\), !. % Nothing left if hit last-word ma\ rker)Tj +0 -1.2 TD +(restsent\(C,[W1|Ws]\) :-)Tj +T* +( readword\(C,W1,C1\), % Else read next word and rest of sentence\ )Tj +0 -1.2 TD +( restsent\(C1,Ws\).)Tj +0 -2.4 TD +(readword\(C,W,C1\) :- % Some words are single characters)Tj +ET +EMC +Q + +endstream endobj 1159 0 obj[1101 0 R] endobj 1160 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1161 0 obj<> endobj 1162 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( single_char\(C\), % i.e. punctuation)Tj +0 -1.2 TD +( !, )Tj +T* +( name\(W, [C]\), % get as an atom)Tj +T* +( get0\(C1\).)Tj +T* +(readword\(C, W, C1\) :-)Tj +T* +( is_num\(C\), % if we have a number --)Tj +T* +( !,)Tj +T* +( number_word\(C, W, C1, _\). % convert it to a genuine number)Tj +T* +(readword\(C,W,C2\) :- % otherwise if character does not)Tj +T* +( in_word\(C, NewC\), % delineate end of word - keep)Tj +T* +( get0\(C1\), % accumulating them until )Tj +T* +( restword\(C1,Cs,C2\), % we have all the word )Tj +T* +( name\(W, [NewC|Cs]\). % then make it an atom)Tj +T* +(readword\(C,W,C2\) :- % otherwise)Tj +0 -1.2 TD +( get0\(C1\), )Tj +0 -1.2 TD +( readword\(C1,W,C2\). % start a new word)Tj +0 -2.4 TD +(restword\(C, [NewC|Cs], C2\) :-)Tj +0 -1.2 TD +( in_word\(C, NewC\),)Tj +T* +( get0\(C1\),)Tj +T* +( restword\(C1, Cs, C2\).)Tj +T* +(restword\(C, [], C\).)Tj +0 -3.6 TD +(single_char\(`,\).)Tj +0 -1.2 TD +(single_char\(`;\).)Tj +T* +(single_char\(`:\).single_char\(`?\).)Tj +T* +(single_char\(`!\).)Tj +T* +(single_char\(`.\).)Tj +0 -3.6 TD +(in_word\(C, C\) :- C >= `a, C =< `z.)Tj +0 -1.2 TD +(in_word\(C, L\) :- C >= `A, C =< `Z, L is C + 32.)Tj +T* +(in_word\(`',`'\).)Tj +T* +(in_word\(`-,`-\).)Tj +0 -2.4 TD +(% Have character C \(known integer\) - keep reading integers and build)Tj +0 -1.2 TD +(% up the number until we hit a non-integer. Return this in C1,)Tj +T* +(% and return the computed number in W.)Tj +0 -2.4 TD +(number_word\(C, W, C1, Pow10\) :- )Tj +0 -1.2 TD +( is_num\(C\),)Tj +T* +( !,)Tj +T* +( get0\(C2\),)Tj +T* +( number_word\(C2, W1, C1, P10\),)Tj +T* +( Pow10 is P10 * 10,)Tj +T* +( W is integer\(\(\(C - `0\) * Pow10\) + W1\).)Tj +ET +EMC +Q + +endstream endobj 1163 0 obj[1101 0 R] endobj 1164 0 obj[1160 0 R/XYZ 0 425.413 null] endobj 1165 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1166 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(number_word\(C, 0, C, 0.1\).)Tj +0 -3.6 TD +(is_num\(C\) :-)Tj +0 -1.2 TD +( C =< `9,)Tj +T* +( C >= `0.)Tj +0 -2.4 TD +(% These symbols delineate end of sentence)Tj +T* +(lastword\(10\). % end if new line entered)Tj +0 -1.2 TD +(lastword\(`.\).)Tj +T* +(lastword\(`!\).)Tj +T* +(lastword\(`?\).)Tj +0 0 1 rg +/T1_1 1 Tf +14.8263 0 0 14.8263 9.1782 535.7768 Tm +(Family )Tj +0 0 0.502 rg +/T1_0 1 Tf +12.8494 0 0 12.8494 9.1782 502.4397 Tm +(% GENE.PRO - genealogical relationships)Tj +T* +(%)Tj +T* +(% Copyright \(c\) 1987-1995 Amzi! inc.)Tj +T* +(% All rights reserved)Tj +T* +(%)Tj +T* +(% A Prolog database of relations derived from basic information about)Tj +T* +(% individuals. The relations ships can all be read as 'relationship)Tj +T* +(% of', so for example, parent\(P,C\) means P is parent of C.)Tj +T* +(%)Tj +T* +(% When there is a performance trade-of in the implementation of a rule,)Tj +T* +(% it is assumed that in general the second argument of a relation will)Tj +T* +(% most likely be bound. See for example full_sibling/2, which will)Tj +T* +(% have a smaller search for full_sibling\(X,joe\), than full_sibling\(jo\ e,X\).)Tj +T* +(%)Tj +T* +(% This code is used as an example of an embedded Prolog application.)Tj +0 -1.2 TD +(% One is a C++ application and the other Visual Basic.)Tj +0 -1.2 TD +(%)Tj +T* +(% To use this code from Prolog, consult it in the listener and use the)Tj +T* +(% following predicates:)Tj +T* +(%)Tj +T* +(% open\(F\) - opens a file of family relationships, ex. open\('england.f\ am'\).)Tj +T* +(% open/1 just does a consult, so you can use consult instead.)Tj +T* +(% close - retracts all the persons currently defined)Tj +T* +(% save\(F\) - saves the persons in the named file)Tj +T* +(% add_person\(Name, Mother, Father, Gender, Spouse\) - adds a person)Tj +T* +(% fact with the specified attributes, checking semantics as it does)Tj +T* +(% Relationship\(P1, P2\) - any relationship query, such as child\(X,Y\).\ )Tj +T* +(% relation\(R, P1, P2\) - can be used to find the relationship between)Tj +T* +(% individuals as well as pose relationship queries. )Tj +0 -2.4 TD +(parent\(P,C\) :-)Tj +ET +EMC +Q + +endstream endobj 1167 0 obj[1101 0 R] endobj 1168 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1169 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( \(mother\(P,C\) ; father\(P,C\)\).)Tj +0 -2.4 TD +(child\(C,P\) :- parent\(P,C\).)Tj +T* +(son\(C,P\) :- parent\(P,C\), male\(C\).)Tj +T* +(daughter\(C,P\) :- parent\(P,C\), female\(C\).)Tj +T* +(wife\(W,P\) :-)Tj +0 -1.2 TD +( spouse\(W,P\),)Tj +T* +( female\(W\).)Tj +0 -2.4 TD +(husband\(H,P\) :-)Tj +0 -1.2 TD +( spouse\(H,P\),)Tj +0 -1.2 TD +( male\(H\).)Tj +0 -2.4 TD +(ancestor\(A,P\) :-)Tj +0 -1.2 TD +( parent\(A,P\).)Tj +T* +(ancestor\(A,P\) :-)Tj +T* +( parent\(X,P\),)Tj +T* +( ancestor\(A,X\).)Tj +0 -2.4 TD +(descendent\(D,P\) :-)Tj +0 -1.2 TD +( parent\(P,D\).)Tj +T* +(descendent\(D,P\) :-)Tj +T* +( parent\(P,X\),)Tj +T* +( descendent\(D,X\).)Tj +0 -2.4 TD +(full_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( mother\(M,S2\),)Tj +T* +( mother\(M,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( father\(F,S1\),)Tj +T* +( father\(F,S2\).)Tj +0 -2.4 TD +(half_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( mother\(M,S2\),)Tj +T* +( mother\(M,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( father\(F1,S1\),)Tj +0 -1.2 TD +( father\(F2,S2\),)Tj +0 -1.2 TD +( F1 \\= F2.)Tj +T* +(half_sibling\(S1, S2\) :-)Tj +T* +( father\(F,S2\),)Tj +T* +( father\(F,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( mother\(M1,S1\),)Tj +ET +EMC +Q + +endstream endobj 1170 0 obj[1101 0 R] endobj 1171 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1172 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( mother\(M2,S2\),)Tj +0 -1.2 TD +( M1 \\= M2.)Tj +0 -2.4 TD +(sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( full_sibling\(S1,S2\).)Tj +T* +(sibling\(S1, S2\) :-)Tj +T* +( half_sibling\(S1,S2\).)Tj +0 -2.4 TD +(sister\(S,P\) :-)Tj +0 -1.2 TD +( sibling\(S,P\),)Tj +T* +( female\(S\).)Tj +0 -2.4 TD +(brother\(B,P\) :-)Tj +0 -1.2 TD +( sibling\(B,P\),)Tj +0 -1.2 TD +( male\(B\).)Tj +0 -2.4 TD +(step_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( parent\(P2, S2\),)Tj +T* +( spouse\(M2, P2\),)Tj +T* +( parent\(M2, S1\),)Tj +T* +( not\(parent\(M2,S2\)\),)Tj +T* +( not\(half_sibling\(S1,S2\)\).)Tj +T* +( )Tj +T* +(uncle\(U,X\) :-)Tj +T* +( parent\(P,X\),)Tj +T* +( brother\(U,P\).)Tj +0 -2.4 TD +(aunt\(A,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( sister\(A,P\).)Tj +0 -2.4 TD +(step_parent\(P2,C\) :-)Tj +0 -1.2 TD +( parent\(P,C\),)Tj +T* +( spouse\(P2,P\),)Tj +T* +( not\(parent\(P2,C\)\).)Tj +0 -2.4 TD +(step_mother\(M,C\) :- step_parent\(M,C\), female\(M\).)Tj +T* +(step_father\(F,C\) :- step_parent\(F,C\), male\(F\).)Tj +0 -2.4 TD +(step_child\(C2,P\) :- step_parent\(P,C2\).)Tj +0 -2.4 TD +(step_daughter\(D,P\) :- step_child\(D,P\), female\(D\).)Tj +T* +(step_son\(S,P\) :- step_child\(S,P\), male\(S\).)Tj +T* +(nephew\(N,X\) :-)Tj +ET +EMC +Q + +endstream endobj 1173 0 obj[1101 0 R] endobj 1174 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1175 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( sibling\(S,X\),)Tj +0 -1.2 TD +( parent\(S,N\),)Tj +T* +( male\(N\).)Tj +0 -2.4 TD +(niece\(N,X\) :-)Tj +0 -1.2 TD +( sibling\(S,X\),)Tj +T* +( parent\(S,N\),)Tj +T* +( female\(N\).)Tj +0 -2.4 TD +(cousin\(X,Y\) :-)Tj +0 -1.2 TD +( parent\(P,Y\),)Tj +T* +( sibling\(S,P\),)Tj +T* +( parent\(S,X\).)Tj +0 -2.4 TD +(grandmother\(GM,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( mother\(GM,P\).)Tj +0 -2.4 TD +(grandfather\(GF,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( father\(GF,P\).)Tj +0 -2.4 TD +(grandparent\(GP,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\), parent\(GP,P\).)Tj +0 -2.4 TD +(grandson\(GS,X\) :-)Tj +0 -1.2 TD +( grandchild\(GS,X\),)Tj +T* +( male\(GS\).)Tj +0 -2.4 TD +(granddaughter\(GD,X\) :-)Tj +0 -1.2 TD +( grandchild\(GD,X\),)Tj +T* +( female\(GD\).)Tj +0 -2.4 TD +(grandchild\(GC,X\) :-)Tj +0 -1.2 TD +( parent\(X,C\),)Tj +T* +( parent\(C,GC\).)Tj +0 -2.4 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% relation/3 - used to find relationships between individuals)Tj +T* +(%)Tj +0 -2.4 TD +(relations\([parent, wife, husband, ancestor, descendent, full_sibling,)Tj +0 -1.2 TD +( half_sibling, sibling, sister, brother, step_sibling, uncle,)Tj +T* +( aunt, mother, father, child, son, daughter, step_parent,)Tj +T* +( step_child, step_mother, step_father, step_son, step_daughter,)Tj +T* +( nephew, niece, cousin, grandmother, grandfather, grandparent,)Tj +T* +( grandson, granddaughter, grandchild]\).)Tj +ET +EMC +Q + +endstream endobj 1176 0 obj[1101 0 R] endobj 1177 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1178 0 obj<> endobj 1179 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 740.1401 Tm +(relation\(R, X, Y\) :-)Tj +0 -1.2 TD +( relations\(Rs\),)Tj +T* +( member\(R,Rs\),)Tj +T* +( Q =.. [R,X,Y],)Tj +T* +( call\(Q\).)Tj +0 -3.6 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% person object)Tj +T* +(%)Tj +T* +(% These predicates define the interface to a person. All of the)Tj +T* +(% genealogical rules are based on these predicates, which are)Tj +T* +(% based on the basic representation of a person. These are the)Tj +T* +(% only rules which need to be changed if the representation of)Tj +T* +(% a person is changed.)Tj +T* +(%)Tj +0 -1.2 TD +(% The current representation is flat database relations of the form:)Tj +0 -1.2 TD +(% person\(Name, Gender, Mother, Father, Spouse\).)Tj +T* +(%)Tj +0 -2.4 TD +(add\(Name,Gender,Mother,Father,Spouse\) :-)Tj +0 -1.2 TD +( assert\(person\(Name,Gender,Mother,Father,Spouse\)\).)Tj +T* +(add\(Name,_,_,_,_\) :-)Tj +T* +( delete\(Name\),)Tj +T* +( fail.)Tj +0 -2.4 TD +(open\(FileName\) :-)Tj +0 -1.2 TD +( consult\(FileName\).)Tj +0 -2.4 TD +(close :-)Tj +0 -1.2 TD +( retractall\(person\(_,_,_,_,_\)\).)Tj +0 -2.4 TD +(save\(FileName\) :-)Tj +0 -1.2 TD +( tell\(FileName\),)Tj +T* +( listing\(person\),)Tj +T* +( told.)Tj +0 -2.4 TD +(delete\(X\) :-)Tj +0 -1.2 TD +( retract\(person\(X,_,_,_,_\)\).)Tj +0 -2.4 TD +(person\(X\) :-)Tj +0 -1.2 TD +( person\(X,_,_,_,_\).)Tj +0 -2.4 TD +(male\(X\) :-)Tj +0 -1.2 TD +( person\(X,male,_,_,_\).)Tj +ET +EMC +Q + +endstream endobj 1180 0 obj[1101 0 R] endobj 1181 0 obj<> endobj 1182 0 obj<> endobj 1183 0 obj<>/ProcSet[/PDF/Text]>>/Type/Page>> endobj 1184 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(female\(Y\) :-)Tj +0 -1.2 TD +( person\(Y,female,_,_,_\).)Tj +0 -2.4 TD +(mother\(M,C\) :-)Tj +0 -1.2 TD +( person\(C,_,M,_,_\).)Tj +0 -2.4 TD +(father\(F,C\) :-)Tj +0 -1.2 TD +( person\(C,_,_,F,_\).)Tj +0 -2.4 TD +(spouse\(S,P\) :-)Tj +0 -1.2 TD +( person\(P,_,_,_,S\),)Tj +T* +( S \\= single.)Tj +0 -2.4 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% Semantic Integrity Checks on Update)Tj +0 -1.2 TD +(%)Tj +0 -2.4 TD +(add_person\(Name,Gender,Mother,Father,Spouse\) :-)Tj +0 -1.2 TD +( retractall\(message\(_\)\),)Tj +T* +( dup_check\(Name\),)Tj +T* +( add\(Name,Gender,Mother,Father,Spouse\),)Tj +T* +( ancestor_check\(Name\),)Tj +T* +( mother_check\(Name, Gender, Mother\),)Tj +T* +( father_check\(Name, Gender, Father\),)Tj +T* +( spouse_check\(Name, Spouse\).)Tj +0 -2.4 TD +(dup_check\(Name\) :-)Tj +0 -1.2 TD +( person\(Name\),)Tj +T* +( assert\(message\($Person is already in database$\)\),)Tj +T* +( !, fail.)Tj +T* +(dup_check\(_\).)Tj +T* +( )Tj +T* +(ancestor_check\(Name\) :-)Tj +T* +( ancestor\(Name,Name\),)Tj +T* +( assert\(message\($Person is their own ancestor/descendent$\)\),)Tj +T* +( !, fail.)Tj +T* +(ancestor_check\(_\).)Tj +0 -2.4 TD +(mother_check\(_, _, Mother\) :- not\(person\(Mother\)\), !.)Tj +0 -1.2 TD +(mother_check\(_, _, Mother\) :-)Tj +0 -1.2 TD +( male\(Mother\),)Tj +0 -1.2 TD +( assert\(message\($Person's mother is a man$\)\),)Tj +T* +( !, fail.)Tj +T* +(mother_check\(Name, male, _\) :-)Tj +T* +( mother\(Name, X\),)Tj +T* +( assert\(message\($Person, a male, is someone's mother$\)\),)Tj +T* +( !, fail.)Tj +ET +EMC +Q + +endstream endobj 1185 0 obj[1101 0 R] endobj 1186 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(mother_check\(_,_,_\).)Tj +0 -2.4 TD +(father_check\(_, _, Father\) :- not\(person\(Father\)\), !.)Tj +0 -1.2 TD +(father_check\(_, _, Father\) :-)Tj +T* +( female\(Father\),)Tj +T* +( assert\(message\($Person's father is a man$\)\),)Tj +T* +( !, fail.)Tj +T* +(father_check\(Name, female, _\) :-)Tj +T* +( father\(Name, X\),)Tj +T* +( assert\(message\($Person, a female, is someone's father$\)\),)Tj +T* +( !, fail.)Tj +T* +(father_check\(_,_,_\).)Tj +0 -2.4 TD +(spouse_check\(Name, Spouse\) :-)Tj +0 -1.2 TD +( spouse\(Name, X\),)Tj +0 -1.2 TD +( X \\= Spouse,)Tj +T* +( assert\(message\($Person is already someone else's spouse$\)\),)Tj +T* +( !, fail.)Tj +T* +(spouse_check\(Name, Spouse\) :-)Tj +T* +( blood_relative\(Name, Spouse\),)Tj +T* +( assert\(message\($Person is a blood relative of spouse$\)\),)Tj +T* +( !, fail.)Tj +T* +(spouse_check\(_,_\).)Tj +T* +( )Tj +T* +(blood_relative\(X,Y\) :- \(ancestor\(X,Y\); ancestor\(Y,X\)\).)Tj +T* +(blood_relative\(X,Y\) :- sibling\(X,Y\).)Tj +T* +(blood_relative\(X,Y\) :- cousin\(X,Y\).)Tj +T* +(blood_relative\(X,Y\) :- \(uncle\(X,Y\); uncle\(Y,X\)\).)Tj +T* +(blood_relative\(X,Y\) :- \(aunt\(X,Y\); aunt\(Y,X\)\).)Tj +0 0 1 rg +/T1_1 1 Tf +14.8263 0 0 14.8263 9.1782 289.0678 Tm +(Custord )Tj +0 0 0.502 rg +/T1_0 1 Tf +12.8494 0 0 12.8494 9.1782 255.7307 Tm +(% CUSTORD )Tj +0 -2.4 TD +(% Copyright \(c\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% This is a sample Prolog program which implements a portion)Tj +0 -1.2 TD +(% of a customer order inventory application. It is not intended to)Tj +T* +(% be complete, and only illustrates the concept of writing a database)Tj +T* +(% application in Prolog.)Tj +0 -2.4 TD +(% This example extends the concept of an intelligent database to include\ )Tj +0 -1.2 TD +(% a full database application. It is really a rule based approach to)Tj +T* +(% transaction processing. In fact a large percentage of the procedural)Tj +T* +(% code normally written in database applications has to do with)Tj +T* +(% enforcing semantic integrity rules involving multiple records.)Tj +ET +EMC +Q + +endstream endobj 1187 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 740.1401 Tm +(% The distinction between data and process is thoroughly blurred. Both)Tj +0 -1.2 TD +(% reside together in the same logicbase.)Tj +0 -2.4 TD +(% There is pure data as it might be defined in a relational database)Tj +0 -1.2 TD +(% \(customer, item, inventory, order\); there are rules which really)Tj +T* +(% represent data views \(item_quant\); there are rules which add)Tj +T* +(% intelligence to the logicbase \(good_customer, valid_order\); and ther\ e)Tj +T* +(% are rules which are processes \(order, report_inventory\). )Tj +0 -2.4 TD +(main :- order.)Tj +T* +(% customer\(Name, Town, Credit-rating\).)Tj +T* +(customer\(dennis, winchester, xxx\).)Tj +0 -1.2 TD +(customer\(dave, lexington, aaa\).)Tj +T* +(customer\(ron, lexington, bbb\).)Tj +0 -1.2 TD +(customer\(julie, winchester, aaa\).)Tj +0 -1.2 TD +(customer\(jawaid, cambridge, aaa\).)Tj +T* +(customer\(tom, newton, ccc\).)Tj +0 -2.4 TD +(% item\(Number, Name, Reorder-quantity\).)Tj +T* +(item\(p1,thing,10\).)Tj +0 -1.2 TD +(item\(p2,stuff,10\).)Tj +T* +(item\(p3,article,10\).)Tj +T* +(item\(p4,object,10\).)Tj +T* +(item\(p5,substance,10\).)Tj +T* +(item\(p6,piece,10\).)Tj +T* +(item\(p7,matter,10\).)Tj +0 -2.4 TD +(% inventory\(Number, Quantity\).)Tj +T* +(inventory\(p1,10\).)Tj +0 -1.2 TD +(inventory\(p2,10\).)Tj +T* +(inventory\(p3,10\).)Tj +T* +(inventory\(p4,78\).)Tj +T* +(inventory\(p5,23\).)Tj +T* +(inventory\(p6,14\).)Tj +T* +(inventory\(p7,8\).)Tj +0 -2.4 TD +(% item-inv view or join)Tj +T* +(item_quant\(Item, Quantity\):-)Tj +0 -1.2 TD +( item\(Partno, Item, _\),)Tj +0 -1.2 TD +( inventory\(Partno, Quantity\).)Tj +ET +EMC +Q + +endstream endobj 1188 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% reorder if inventory below reorder point)Tj +0 -2.4 TD +(reorder\(Item\):-)Tj +0 -1.2 TD +( item\(Partno, Item, Reorder_point\),)Tj +T* +( inventory\(Partno, Quantity\),)Tj +T* +( Quantity < Reorder_point,)Tj +T* +( write\('Time to reorder '\),)Tj +T* +( write\(Item\), nl.)Tj +T* +(reorder\(Item\):-)Tj +T* +( write\('Inventory level ok for '\),)Tj +T* +( write\(Item\), nl.)Tj +0 -2.4 TD +(% a good customer has a credit rating of aaa )Tj +0 -1.2 TD +(% or lives in winchester)Tj +0 -1.2 TD +(% or has ordered something)Tj +0 -2.4 TD +(good_customer\(Cust\):-)Tj +0 -1.2 TD +( customer\(Cust, _, aaa\).)Tj +T* +(good_customer\(Cust\):-)Tj +T* +( customer\(Cust, winchester, _\).)Tj +T* +(good_customer\(Cust\):-)Tj +T* +( order\(Cust, _, _\).)Tj +0 -2.4 TD +(% process order)Tj +T* +(order:-)Tj +0 -1.2 TD +( write\('Customer: '\),)Tj +T* +( read\(Customer\),)Tj +T* +( write\('Item: '\),)Tj +T* +( read\(Item\),)Tj +T* +( write\('Quantity: '\),)Tj +T* +( read\(Quantity\),)Tj +T* +( valid_order\(Customer,Item,Quantity\),)Tj +T* +( asserta\(order\(Customer,Item,Quantity\)\),)Tj +T* +( update_inventory\(Item,Quantity\),)Tj +T* +( reorder\(Item\).)Tj +0 -2.4 TD +(% an order is valid if)Tj +0 -1.2 TD +(% it doesn't go below zero inventory and)Tj +T* +(% the customer is a good customer)Tj +0 -2.4 TD +(valid_order\(C, I, Q\):-)Tj +0 -1.2 TD +( item\(Partno, I, _\),)Tj +T* +( inventory\(Partno, Onhand\),)Tj +T* +( Q =< Onhand,)Tj +T* +( good_customer\(C\).)Tj +T* +(valid_order\(C, I, Q\):-)Tj +ET +EMC +Q + +endstream endobj 1189 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( write\('Bad order'\),)Tj +0 -1.2 TD +( nl,)Tj +T* +( fail.)Tj +0 -2.4 TD +(% update the inventory)Tj +T* +(update_inventory\(I,Q\):-)Tj +0 -1.2 TD +( item\(Pn, I, _\),)Tj +T* +( inventory\(Pn, Amount\),)Tj +T* +( NewQ is Amount - Q,)Tj +T* +( retract\(inventory\(Pn, Amount\)\),)Tj +T* +( asserta\(inventory\(Pn, NewQ\)\).)Tj +0 -2.4 TD +(% inventory report)Tj +0 -2.4 TD +(report_inventory:-)Tj +0 -1.2 TD +( item_quant\(I, Q\),)Tj +T* +( write\(I\), tab\(1\),)Tj +T* +( write\(Q\), nl,)Tj +T* +( fail.)Tj +T* +(report_inventory:-true. )Tj +0 0 1 rg +/T1_1 1 Tf +14.8263 0 0 14.8263 9.1782 412.4223 Tm +(Birds )Tj +0 0 0.502 rg +/T1_0 1 Tf +12.8494 0 0 12.8494 9.1782 379.0852 Tm +(% BIRDS)Tj +0 -2.4 TD +(% Copyright \(c\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% This is a sample of a classification expert system for identification)Tj +0 -1.2 TD +(% of certain kinds of birds. The rules are rough excerpts from "Birds of\ )Tj +T* +(% North America" by Robbins, Bruum, Zim, and Singer.)Tj +0 -2.4 TD +(% This type of expert system can easily use Prolog's built in inferencin\ g)Tj +0 -1.2 TD +(% system. While trying to satisfy the goal "bird" it tries to satisfy)Tj +T* +(% various subgoals, some of which will ask for information from the)Tj +T* +(% user.)Tj +0 -2.4 TD +(% The information is all stored as attribute-value pairs. The attribute)Tj +0 -1.2 TD +(% is represented as a predicate, and the value as the argument to the)Tj +T* +(% predicate. For example, the attribute-value pair "color-brown" is)Tj +T* +(% stored "color\(brown\)".)Tj +0 -2.4 TD +(% "identify" is the high level goal that starts the program. The)Tj +0 -1.2 TD +(% predicate "known/3" is used to remember answers to questions, so it)Tj +T* +(% is cleared at the beginning of the run.)Tj +ET +EMC +Q + +endstream endobj 1190 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% The rules of identification are the bulk of the code. They break up)Tj +0 -1.2 TD +(% the problem into identifying orders and families before identifying)Tj +T* +(% the actual birds.)Tj +0 -2.4 TD +(% The end of the code lists those attribute-value pairs which need)Tj +0 -1.2 TD +(% to be asked for, and defines the predicate "ask" and "menuask")Tj +T* +(% which are used to get information from the user, and remember it.)Tj +0 -2.4 TD +(main :- identify.)Tj +T* +(identify:-)Tj +0 -1.2 TD +( retractall\(known\(_,_,_\)\), % clear stored information)Tj +T* +( bird\(X\),)Tj +T* +( write\('The bird is a '\),write\(X\),nl.)Tj +0 -1.2 TD +(identify:-)Tj +0 -1.2 TD +( write\('I can''t identify that bird'\),nl.)Tj +0 -2.4 TD +(order\(tubenose\):-)Tj +0 -1.2 TD +( nostrils\(external_tubular\),)Tj +T* +( live\(at_sea\),)Tj +T* +( bill\(hooked\).)Tj +T* +(order\(waterfowl\):-)Tj +T* +( feet\(webbed\),)Tj +T* +( bill\(flat\).)Tj +T* +(order\(falconiforms\):-)Tj +T* +( eats\(meat\),)Tj +T* +( feet\(curved_talons\),)Tj +T* +( bill\(sharp_hooked\).)Tj +T* +(order\(passerformes\):-)Tj +T* +( feet\(one_long_backward_toe\).)Tj +0 -2.4 TD +(family\(albatross\):-)Tj +0 -1.2 TD +( order\(tubenose\),)Tj +T* +( size\(large\),)Tj +T* +( wings\(long_narrow\).)Tj +T* +(family\(swan\):-)Tj +T* +( order\(waterfowl\),)Tj +T* +( neck\(long\),)Tj +T* +( color\(white\),)Tj +T* +( flight\(ponderous\).)Tj +0 -1.2 TD +(family\(goose\):-)Tj +0 -1.2 TD +( order\(waterfowl\),)Tj +T* +( size\(plump\),)Tj +T* +( flight\(powerful\).)Tj +T* +(family\(duck\):-)Tj +T* +( order\(waterfowl\),)Tj +T* +( feed\(on_water_surface\),)Tj +ET +EMC +Q + +endstream endobj 1191 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( flight\(agile\).)Tj +0 -1.2 TD +(family\(vulture\):-)Tj +T* +( order\(falconiforms\),)Tj +T* +( feed\(scavange\),)Tj +T* +( wings\(broad\).)Tj +T* +(family\(falcon\):-)Tj +T* +( order\(falconiforms\),)Tj +T* +( wings\(long_pointed\),)Tj +T* +( head\(large\),)Tj +T* +( tail\(narrow_at_tip\).)Tj +T* +(family\(flycatcher\):-)Tj +T* +( order\(passerformes\),)Tj +T* +( bill\(flat\),)Tj +T* +( eats\(flying_insects\).)Tj +0 -1.2 TD +(family\(swallow\):-)Tj +0 -1.2 TD +( order\(passerformes\),)Tj +T* +( wings\(long_pointed\),)Tj +T* +( tail\(forked\),)Tj +T* +( bill\(short\).)Tj +0 -2.4 TD +(bird\(laysan_albatross\):-)Tj +0 -1.2 TD +( family\(albatross\),)Tj +T* +( color\(white\).)Tj +T* +(bird\(black_footed_albatross\):-)Tj +T* +( family\(albatross\),)Tj +T* +( color\(dark\).)Tj +T* +(bird\(fulmar\):-)Tj +T* +( order\(tubenose\),)Tj +T* +( size\(medium\),)Tj +T* +( flight\(flap_glide\).)Tj +T* +(bird\(whistling_swan\):-)Tj +T* +( family\(swan\),)Tj +T* +( voice\(muffled_musical_whistle\).)Tj +T* +(bird\(trumpeter_swan\):-)Tj +T* +( family\(swan\),)Tj +T* +( voice\(loud_trumpeting\).)Tj +T* +(bird\(canada_goose\):-)Tj +T* +( family\(goose\),)Tj +T* +( season\(winter\), % rules can be further broken down)Tj +T* +( country\(united_states\), % to include regions and migration)Tj +0 -1.2 TD +( head\(black\), % patterns)Tj +0 -1.2 TD +( cheek\(white\).)Tj +T* +(bird\(canada_goose\):-)Tj +T* +( family\(goose\),)Tj +T* +( season\(summer\),)Tj +T* +( country\(canada\),)Tj +T* +( head\(black\), )Tj +ET +EMC +Q + +endstream endobj 1192 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +( cheek\(white\).)Tj +0 -1.2 TD +(bird\(snow_goose\):-)Tj +T* +( family\(goose\),)Tj +T* +( color\(white\).)Tj +T* +(bird\(mallard\):-)Tj +T* +( family\(duck\), % different rules for male)Tj +T* +( voice\(quack\),)Tj +T* +( head\(green\).)Tj +T* +(bird\(mallard\):-)Tj +T* +( family\(duck\), % and female)Tj +T* +( voice\(quack\),)Tj +T* +( color\(mottled_brown\).)Tj +T* +(bird\(pintail\):-)Tj +T* +( family\(duck\),)Tj +0 -1.2 TD +( voice\(short_whistle\).)Tj +0 -1.2 TD +(bird\(turkey_vulture\):-)Tj +T* +( family\(vulture\),)Tj +T* +( flight_profile\(v_shaped\).)Tj +T* +(bird\(california_condor\):-)Tj +T* +( family\(vulture\),)Tj +T* +( flight_profile\(flat\).)Tj +T* +(bird\(sparrow_hawk\):-)Tj +T* +( family\(falcon\),)Tj +T* +( eats\(insects\).)Tj +T* +(bird\(peregrine_falcon\):-)Tj +T* +( family\(falcon\),)Tj +T* +( eats\(birds\).)Tj +T* +(bird\(great_crested_flycatcher\):-)Tj +T* +( family\(flycatcher\),)Tj +T* +( tail\(long_rusty\).)Tj +T* +(bird\(ash_throated_flycatcher\):-)Tj +T* +( family\(flycatcher\),)Tj +T* +( throat\(white\).)Tj +T* +(bird\(barn_swallow\):-)Tj +T* +( family\(swallow\),)Tj +T* +( tail\(forked\).)Tj +T* +(bird\(cliff_swallow\):-)Tj +T* +( family\(swallow\),)Tj +T* +( tail\(square\).)Tj +T* +(bird\(purple_martin\):-)Tj +0 -1.2 TD +( family\(swallow\),)Tj +0 -1.2 TD +( color\(dark\).)Tj +0 -2.4 TD +(country\(united_states\):- region\(new_england\).)Tj +0 -1.2 TD +(country\(united_states\):- region\(south_east\).)Tj +T* +(country\(united_states\):- region\(mid_west\).)Tj +T* +(country\(united_states\):- region\(south_west\).)Tj +ET +EMC +Q + +endstream endobj 1193 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(country\(united_states\):- region\(north_west\).)Tj +0 -1.2 TD +(country\(united_states\):- region\(mid_atlantic\).)Tj +0 -2.4 TD +(country\(canada\):- province\(ontario\).)Tj +0 -1.2 TD +(country\(canada\):- province\(quebec\).)Tj +T* +(country\(canada\):- province\(etc\).)Tj +0 -2.4 TD +(region\(new_england\):-)Tj +0 -1.2 TD +( state\(X\),)Tj +T* +( member\(X, [massachusetts, vermont, etc]\).)Tj +T* +(region\(south_east\):-)Tj +T* +( state\(X\),)Tj +T* +( member\(X, [florida, mississippi, etc]\).)Tj +0 -2.4 TD +(region\(canada\):-)Tj +0 -1.2 TD +( province\(X\),)Tj +T* +( member\(X, [ontario,quebec,etc]\).)Tj +0 -2.4 TD +(nostrils\(X\):- ask\(nostrils,X\).)Tj +0 -1.2 TD +(live\(X\):- ask\(live,X\).)Tj +T* +(bill\(X\):- ask\(bill,X\).)Tj +T* +(size\(X\):- menuask\(size,X,[large,plump,medium,small]\).)Tj +T* +(eats\(X\):- ask\(eats,X\).)Tj +T* +(feet\(X\):- ask\(feet,X\).)Tj +T* +(wings\(X\):- ask\(wings,X\).)Tj +T* +(neck\(X\):- ask\(neck,X\).)Tj +T* +(color\(X\):- ask\(color,X\).)Tj +T* +(flight\(X\):- menuask\(flight,X,[ponderous,powerful,agile,flap_glide,oth\ er]\).)Tj +T* +(feed\(X\):- ask\(feed,X\).)Tj +T* +(head\(X\):- ask\(head,X\).)Tj +T* +(tail\(X\):- menuask\(tail,X,[narrow_at_tip,forked,long_rusty,square,othe\ r]\).)Tj +T* +(voice\(X\):- ask\(voice,X\).)Tj +T* +(season\(X\):- menuask\(season,X,[winter,summer]\).)Tj +T* +(cheek\(X\):- ask\(cheek,X\).)Tj +T* +(flight_profile\(X\):- menuask\(flight_profile,X,[flat,v_shaped,other]\).\ )Tj +T* +(throat\(X\):- ask\(throat,X\).)Tj +T* +(state\(X\):- menuask\(state,X,[massachusetts,vermont,florida,mississippi\ ,etc]\).)Tj +T* +(province\(X\):- menuask\(province,X,[ontario,quebec,etc]\).)Tj +0 -2.4 TD +(% "ask" is responsible for getting information from the user, and rememb\ ering)Tj +0 -1.2 TD +(% the users response. If it doesn't already know the answer to a questio\ n)Tj +0 -1.2 TD +(% it will ask the user. It then asserts the answer. It recognizes two)Tj +T* +(% cases of knowledge: 1\) the attribute-value is known to be true,)Tj +T* +(% 2\) the attribute-value is known to be false.)Tj +0 -2.4 TD +(% This means an attribute might have multiple values. A third test to)Tj +0 -1.2 TD +(% see if the attribute has another value could be used to enforce)Tj +ET +EMC +Q + +endstream endobj 1194 0 obj<>stream +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% single valued attributes. \(This test is commented out below\))Tj +0 -2.4 TD +(% For this system the menuask is used for attributes which are single)Tj +0 -1.2 TD +(% valued)Tj +0 -2.4 TD +(% "ask" only deals with simple yes or no answers. a "yes" is the only)Tj +0 -1.2 TD +(% yes value. any other response is considered a "no".)Tj +0 -2.4 TD +(ask\(Attribute,Value\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,Value\), % succeed if we know its true)Tj +T* +( !. % and dont look any further)Tj +T* +(ask\(Attribute,Value\):-)Tj +T* +( known\(_,Attribute,Value\), % fail if we know its false)Tj +T* +( !, fail.)Tj +0 -2.4 TD +(ask\(Attribute,_\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,_\), % fail if we know its some other v\ alue.)Tj +T* +( !, fail. % the cut in clause #1 ensures that \ if)Tj +T* +( % we get here the value is wrong.)Tj +T* +(ask\(A,V\):-)Tj +T* +( write\(A:V\), % if we get here, we need to ask.)Tj +T* +( write\('? \(yes or no\): '\),)Tj +T* +( read\(Y\), % get the answer)Tj +T* +( asserta\(known\(Y,A,V\)\), % remember it so we dont ask aga\ in.)Tj +T* +( Y = yes. % succeed or fail based on answer.)Tj +0 -2.4 TD +(% "menuask" is like ask, only it gives the user a menu to to choose)Tj +0 -1.2 TD +(% from rather than a yes on no answer. In this case there is no)Tj +T* +(% need to check for a negative since "menuask" ensures there will)Tj +T* +(% be some positive answer.)Tj +0 -2.4 TD +(menuask\(Attribute,Value,_\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,Value\), % succeed if we know)Tj +T* +( !.)Tj +T* +(menuask\(Attribute,_,_\):-)Tj +T* +( known\(yes,Attribute,_\), % fail if its some other value)Tj +T* +( !, fail.)Tj +0 -2.4 TD +(menuask\(Attribute,AskValue,Menu\):-)Tj +0 -1.2 TD +( nl,write\('What is the value for '\),write\(Attribute\),write\('?'\),n\ l,)Tj +0 -1.2 TD +( display_menu\(Menu\),)Tj +0 -1.2 TD +( write\('Enter the number of choice> '\),)Tj +T* +( read\(Num\),nl,)Tj +T* +( pick_menu\(Num,AnswerValue,Menu\),)Tj +T* +( asserta\(known\(yes,Attribute,AnswerValue\)\),)Tj +T* +( AskValue = AnswerValue. % succeed or fail based on answer)Tj +ET +EMC +Q + +endstream endobj 1195 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +q +429.5380859 0 0 55.068985 91.230957 694.1499634 cm +/Im0 Do +Q +0.89 0.737 0 rg +BT +/T1_1 1 Tf +17.7915 0 0 17.7915 9.1782 661.1222 Tm +(Appendix)Tj +0 0 0 rg +/T1_0 1 Tf +12.8494 0 0 12.8494 9.1782 626.8869 Tm +(This appendix contains sample versions of the four programs described in\ the book. These are the adventure game )Tj +0 -1.2 TD +(\(Nani Search\), the intelligent genealogical logicbase \(Family\), the \ customer order entry system \(Custord\), and the )Tj +T* +(expert system \(Birds\). )Tj +0 0 1 rg +/T1_1 1 Tf +14.8263 0 0 14.8263 9.1782 561.2356 Tm +(Nani Search )Tj +0 0 0.502 rg +/T1_2 1 Tf +12.8494 0 0 12.8494 9.1782 527.8985 Tm +(% NANI SEARCH - A sample adventure game)Tj +0 -2.4 TD +(% Copyright \(C\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% Nani Search is designed to illustrate Prolog programming. It)Tj +0 -1.2 TD +(% is an implementation of the principle example used in)Tj +T* +(% this tutorial.)Tj +0 -2.4 TD +(main:- nani_search. % main entry point)Tj +T* +(nani_search:-)Tj +0 -1.2 TD +( init_dynamic_facts, % predicates which are not compiled)Tj +0 -2.4 TD +( write\('NANI SEARCH - A Sample Adventure Game'\),nl,)Tj +0 -1.2 TD +( write\('Copyright \(C\) Amzi! inc. 1990-1995'\),nl,)Tj +T* +( write\('No rights reserved, use it as you wish'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Nani Search is designed to illustrate Prolog programming.'\),n\ l,)Tj +T* +( write\('As such, it might be the simplest adventure game. The game'\)\ ,nl,)Tj +T* +( write\('is the primary example used in this tutorial.'\),nl,)Tj +T* +( write\('Full source is included as well.'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Your persona as the adventurer is that of a three year'\),nl,)Tj +T* +( write\('old. The Nani is your security blanket. It is getting'\),nl,\ )Tj +T* +( write\('late and you''re tired, but you can''t go to sleep'\),nl,)Tj +T* +( write\('without your Nani. Your mission is to find the Nani.'\),nl,)Tj +T* +( nl,)Tj +0 -1.2 TD +( write\('You control the game by using simple English commands'\),nl,)Tj +T* +( write\('expressing the action you wish to take. You can go to'\),nl,)Tj +T* +( write\('other rooms, look at your surroundings, look in things'\),nl,)Tj +T* +( write\('take things, drop things, eat things, inventory the'\),nl,)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(1 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1196 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( write\('things you have, and turn things on and off.'\),nl,)Tj +0 -1.2 TD +( nl,)Tj +T* +( write\('Hit any key to continue.'\),get0\(_\),)Tj +0 -1.2 TD +( write\('Type "help" if you need more help on mechanics.'\),nl,)Tj +0 -1.2 TD +( write\('Type "hint" if you want a big hint.'\),nl,)Tj +T* +( write\('Type "quit" if you give up.'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('Enjoy the hunt.'\),nl,)Tj +0 -2.4 TD +( look, % give a look before starting the game)Tj +0 -1.2 TD +( command_loop.)Tj +0 -2.4 TD +(% command_loop - repeats until either the nani is found or the)Tj +0 -1.2 TD +(% player types quit)Tj +0 -2.4 TD +(command_loop:-)Tj +0 -1.2 TD +( repeat,)Tj +T* +( get_command\(X\),)Tj +T* +( do\(X\),)Tj +T* +( \(nanifound; X == quit\).)Tj +0 -2.4 TD +(% do - matches the input command with the predicate which carries out)Tj +0 -1.2 TD +(% the command. More general approaches which might work in the)Tj +T* +(% listener are not supported in the compiler. This approach)Tj +T* +(% also gives tighter control over the allowable commands.)Tj +0 -2.4 TD +(% The cuts prevent the forced failure at the end of "command_loop")Tj +0 -1.2 TD +(% from backtracking into the command predicates.)Tj +0 -2.4 TD +(do\(goto\(X\)\):-goto\(X\),!.)Tj +0 -1.2 TD +(do\(nshelp\):-nshelp,!.)Tj +T* +(do\(hint\):-hint,!.)Tj +T* +(do\(inventory\):-inventory,!.)Tj +T* +(do\(take\(X\)\):-take\(X\),!.)Tj +T* +(do\(drop\(X\)\):-drop\(X\),!.)Tj +T* +(do\(eat\(X\)\):-eat\(X\),!.)Tj +T* +(do\(look\):-look,!.)Tj +T* +(do\(turn_on\(X\)\):-turn_on\(X\),!.)Tj +T* +(do\(turn_off\(X\)\):-turn_off\(X\),!.)Tj +T* +(do\(look_in\(X\)\):-look_in\(X\),!.)Tj +T* +(do\(quit\):-quit,!.)Tj +0 -2.4 TD +(% These are the predicates which control exit from the game. If)Tj +0 -1.2 TD +(% the player has taken the nani, then the call to "have\(nani\)" will)Tj +T* +(% succeed and the command_loop will complete. Otherwise it fails)Tj +T* +(% and command_loop will repeat.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(2 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1197 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(nanifound:-)Tj +0 -1.2 TD +( have\(nani\), )Tj +T* +( write\('Congratulations, you saved the Nani.'\),nl,)Tj +0 -1.2 TD +( write\('Now you can rest secure.'\),nl,nl.)Tj +0 -2.4 TD +(quit:-)Tj +0 -1.2 TD +( write\('Giving up? It''s going to be a scary night'\),nl,)Tj +T* +( write\('and when you get the Nani it''s not going'\),nl,)Tj +0 -1.2 TD +( write\('to smell right.'\),nl,nl.)Tj +0 -2.4 TD +(% The help command)Tj +T* +(nshelp:-)Tj +0 -1.2 TD +( write\('Use simple English sentences to enter commands.'\),nl,)Tj +0 -1.2 TD +( write\('The commands can cause you to:'\),nl,)Tj +0 -1.2 TD +( nl,)Tj +T* +( write\(' go to a room \(ex. go to the office\)'\),nl,)Tj +T* +( write\(' look around \(ex. look\)'\),nl,)Tj +T* +( write\(' look in something \(ex. look in the desk\)'\),nl,)Tj +T* +( write\(' take something \(ex. take the apple\)'\),nl,)Tj +T* +( write\(' drop something \(ex. drop the apple\)'\),nl,)Tj +T* +( write\(' eat something \(ex. eat the apple\)'\),nl,)Tj +T* +( write\(' turn something on \(ex. turn on the light\)'\),nl,)Tj +T* +( write\(' inventory your things \(ex. inventory\)'\),nl,)Tj +T* +( nl,)Tj +T* +( write\('The examples are verbose, terser commands and synonyms'\),nl,)Tj +T* +( write\('are usually accepted.'\),nl,nl,)Tj +T* +( write\('Hit any key to continue.'\),nl,)Tj +0 -1.2 TD +( get0\(_\),)Tj +T* +( look.)Tj +0 -2.4 TD +(hint:-)Tj +0 -1.2 TD +( write\('You need to get to the cellar, and you can''t unless'\),nl,)Tj +T* +( write\('you get some light. You can''t turn on the cellar'\),nl,)Tj +T* +( write\('light, but there is a flash light in the desk in the'\),nl,)Tj +T* +( write\('office you might use.'\),nl,nl,)Tj +T* +( look.)Tj +0 -2.4 TD +(% Initial facts describing the world. Rooms and doors do not change,)Tj +0 -1.2 TD +(% so they are compiled.)Tj +0 -2.4 TD +(room\(office\).)Tj +0 -1.2 TD +(room\(kitchen\).)Tj +T* +(room\('dining room'\).)Tj +T* +(room\(hall\).)Tj +T* +(room\(cellar\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(3 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1198 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(door\(office,hall\).)Tj +0 -1.2 TD +(door\(hall,'dining room'\).)Tj +T* +(door\('dining room',kitchen\).)Tj +0 -1.2 TD +(door\(kitchen,cellar\).)Tj +0 -1.2 TD +(door\(kitchen,office\).)Tj +0 -2.4 TD +(connect\(X,Y\):-)Tj +0 -1.2 TD +( door\(X,Y\).)Tj +T* +(connect\(X,Y\):-)Tj +T* +( door\(Y,X\).)Tj +0 -2.4 TD +(% These facts are all subject to change during the game, so rather)Tj +0 -1.2 TD +(% than being compiled, they are "asserted" to the listener at)Tj +T* +(% run time. This predicate is called when "nanisrch" starts up.)Tj +0 -2.4 TD +(init_dynamic_facts:-)Tj +0 -1.2 TD +( assertz\(location\(desk,office\)\),)Tj +T* +( assertz\(location\(apple,kitchen\)\),)Tj +T* +( assertz\(location\(flashlight,desk\)\),)Tj +T* +( assertz\(location\('washing machine',cellar\)\),)Tj +T* +( assertz\(location\(nani,'washing machine'\)\),)Tj +T* +( assertz\(location\(table,kitchen\)\),)Tj +T* +( assertz\(location\(crackers,desk\)\),)Tj +T* +( assertz\(location\(broccoli,kitchen\)\),)Tj +T* +( assertz\(here\(kitchen\)\),)Tj +T* +( assertz\(turned_off\(flashlight\)\).)Tj +0 -2.4 TD +(furniture\(desk\).)Tj +0 -1.2 TD +(furniture\('washing machine'\).)Tj +T* +(furniture\(table\).)Tj +0 -2.4 TD +(edible\(apple\).)Tj +0 -1.2 TD +(edible\(crackers\).)Tj +0 -2.4 TD +(tastes_yuchy\(broccoli\).)Tj +T* +(%%%%%%%% COMMANDS %%%%%%%%%%%%%%%%%%%%%%%%%%)Tj +T* +(% goto moves the player from room to room.)Tj +T* +(goto\(Room\):-)Tj +0 -1.2 TD +( can_go\(Room\), % check for legal move)Tj +T* +( puzzle\(goto\(Room\)\), % check for special conditions)Tj +T* +( moveto\(Room\), % go there and tell the player)Tj +T* +( look.)Tj +T* +(goto\(_\):- look.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(4 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1199 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(can_go\(Room\):- % if there is a connection it )Tj +0 -1.2 TD +( here\(Here\), % is a legal move.)Tj +T* +( connect\(Here,Room\),!.)Tj +0 -1.2 TD +(can_go\(Room\):-)Tj +0 -1.2 TD +( respond\(['You can''t get to ',Room,' from here']\),fail.)Tj +0 -2.4 TD +(moveto\(Room\):- % update the logicbase with the)Tj +0 -1.2 TD +( retract\(here\(_\)\), % new room)Tj +T* +( asserta\(here\(Room\)\).)Tj +0 -2.4 TD +(% look lists the things in a room, and the connections)Tj +T* +(look:-)Tj +0 -1.2 TD +( here\(Here\),)Tj +T* +( respond\(['You are in the ',Here]\),)Tj +T* +( write\('You can see the following things:'\),nl,)Tj +T* +( list_things\(Here\),)Tj +T* +( write\('You can go to the following rooms:'\),nl,)Tj +T* +( list_connections\(Here\).)Tj +0 -2.4 TD +(list_things\(Place\):-)Tj +0 -1.2 TD +( location\(X,Place\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_things\(_\).)Tj +0 -2.4 TD +(list_connections\(Place\):-)Tj +0 -1.2 TD +( connect\(Place,X\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_connections\(_\).)Tj +0 -2.4 TD +(% look_in allows the player to look inside a thing which might)Tj +0 -1.2 TD +(% contain other things)Tj +0 -2.4 TD +(look_in\(Thing\):-)Tj +0 -1.2 TD +( location\(_,Thing\), % make sure there's at least one)Tj +T* +( write\('The '\),write\(Thing\),write\(' contains:'\),nl,)Tj +T* +( list_things\(Thing\).)Tj +T* +(look_in\(Thing\):-)Tj +T* +( respond\(['There is nothing in the ',Thing]\).)Tj +0 -2.4 TD +(% take allows the player to take something. As long as the thing is)Tj +0 -1.2 TD +(% contained in the room it can be taken, even if the adventurer hasn't)Tj +T* +(% looked in the the container which contains it. Also the thing)Tj +T* +(% must not be furniture.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(5 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1200 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(take\(Thing\):-)Tj +0 -1.2 TD +( is_here\(Thing\),)Tj +T* +( is_takable\(Thing\),)Tj +0 -1.2 TD +( move\(Thing,have\),)Tj +0 -1.2 TD +( respond\(['You now have the ',Thing]\).)Tj +0 -2.4 TD +(is_here\(Thing\):-)Tj +0 -1.2 TD +( here\(Here\),)Tj +T* +( contains\(Thing,Here\),!. % don't backtrack)Tj +T* +(is_here\(Thing\):-)Tj +T* +( respond\(['There is no ',Thing,' here']\),)Tj +T* +( fail.)Tj +0 -2.4 TD +(contains\(Thing,Here\):- % recursive definition to find)Tj +0 -1.2 TD +( location\(Thing,Here\). % things contained in things etc.)Tj +0 -1.2 TD +(contains\(Thing,Here\):-)Tj +T* +( location\(Thing,X\),)Tj +T* +( contains\(X,Here\).)Tj +0 -2.4 TD +(is_takable\(Thing\):- % you can't take the furniture)Tj +0 -1.2 TD +( furniture\(Thing\),)Tj +T* +( respond\(['You can''t pick up a ',Thing]\),)Tj +T* +( !,fail.)Tj +T* +(is_takable\(_\). % not furniture, ok to take)Tj +0 -2.4 TD +(move\(Thing,have\):-)Tj +0 -1.2 TD +( retract\(location\(Thing,_\)\), % take it from its old place)Tj +0 -1.2 TD +( asserta\(have\(Thing\)\). % and add to your possessions)Tj +0 -2.4 TD +(% drop - allows the player to transfer a possession to a room)Tj +T* +(drop\(Thing\):-)Tj +0 -1.2 TD +( have\(Thing\), % you must have the thing to drop i\ t)Tj +T* +( here\(Here\), % where are we)Tj +T* +( retract\(have\(Thing\)\),)Tj +T* +( asserta\(location\(Thing,Here\)\).)Tj +T* +(drop\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +0 -2.4 TD +(% eat, because every adventure game lets you eat stuff.)Tj +T* +(eat\(Thing\):-)Tj +0 -1.2 TD +( have\(Thing\),)Tj +T* +( eat2\(Thing\).)Tj +T* +(eat\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +T* +( )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(6 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1201 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(eat2\(Thing\):-)Tj +0 -1.2 TD +( edible\(Thing\),)Tj +T* +( retract\(have\(Thing\)\),)Tj +0 -1.2 TD +( respond\(['That ',Thing,' was good']\).)Tj +0 -1.2 TD +(eat2\(Thing\):-)Tj +T* +( tastes_yuchy\(Thing\),)Tj +T* +( respond\(['Three year olds don''t eat ',Thing]\).)Tj +T* +(eat2\(Thing\):-)Tj +0 -1.2 TD +( respond\(['You can''t eat a ',Thing]\).)Tj +0 -2.4 TD +(% inventory list your possesions)Tj +T* +(inventory:-)Tj +0 -1.2 TD +( have\(X\), % make sure you have at least one t\ hing)Tj +0 -1.2 TD +( write\('You have: '\),nl,)Tj +0 -1.2 TD +( list_possessions.)Tj +T* +(inventory:-)Tj +T* +( write\('You have nothing'\),nl.)Tj +0 -2.4 TD +(list_possessions:-)Tj +0 -1.2 TD +( have\(X\),)Tj +T* +( tab\(2\),write\(X\),nl,)Tj +T* +( fail.)Tj +T* +(list_possessions.)Tj +0 -2.4 TD +(% turn_on recognizes two cases. If the player tries to simply turn)Tj +0 -1.2 TD +(% on the light, it is assumed this is the room light, and the)Tj +T* +(% appropriate error message is issued. Otherwise turn_on has to)Tj +0 -1.2 TD +(% refer to an object which is turned_off.)Tj +0 -2.4 TD +(turn_on\(light\):-)Tj +0 -1.2 TD +( respond\(['You can''t reach the switch and there''s nothing to stand o\ n']\).)Tj +T* +(turn_on\(Thing\):-)Tj +T* +( have\(Thing\),)Tj +T* +( turn_on2\(Thing\).)Tj +T* +(turn_on\(Thing\):-)Tj +T* +( respond\(['You don''t have the ',Thing]\).)Tj +0 -2.4 TD +(turn_on2\(Thing\):-)Tj +0 -1.2 TD +( turned_on\(Thing\),)Tj +T* +( respond\([Thing,' is already on']\).)Tj +T* +(turn_on2\(Thing\):-)Tj +T* +( turned_off\(Thing\),)Tj +T* +( retract\(turned_off\(Thing\)\),)Tj +T* +( asserta\(turned_on\(Thing\)\),)Tj +T* +( respond\([Thing,' turned on']\).)Tj +T* +(turn_on2\(Thing\):-)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(7 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1202 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( respond\(['You can''t turn a ',Thing,' on']\).)Tj +0 -2.4 TD +(% turn_off - I didn't feel like implementing turn_off)Tj +T* +(turn_off\(Thing\):-)Tj +0 -1.2 TD +( respond\(['I lied about being able to turn things off']\).)Tj +0 -2.4 TD +(% The only special puzzle in Nani Search has to do with going to the)Tj +0 -1.2 TD +(% cellar. Puzzle is only called from goto for this reason. Other)Tj +T* +(% puzzles pertaining to other commands could easily be added.)Tj +0 -2.4 TD +(puzzle\(goto\(cellar\)\):-)Tj +0 -1.2 TD +( have\(flashlight\),)Tj +T* +( turned_on\(flashlight\),!.)Tj +T* +(puzzle\(goto\(cellar\)\):-)Tj +T* +( write\('You can''t go to the cellar because it''s dark in the'\),nl,)Tj +T* +( write\('cellar, and you''re afraid of the dark.'\),nl,)Tj +T* +( !,fail.)Tj +T* +(puzzle\(_\).)Tj +0 -2.4 TD +(% respond simplifies writing a mixture of literals and variables)Tj +0 -1.2 TD +( )Tj +T* +(respond\([]\):-)Tj +T* +( write\('.'\),nl,nl.)Tj +T* +(respond\([H|T]\):-)Tj +T* +( write\(H\),)Tj +T* +( respond\(T\).)Tj +0 -2.4 TD +(% Simple English command listener. It does some semantic checking)Tj +0 -1.2 TD +(% and allows for various synonyms. Within a restricted subset of)Tj +T* +(% English, a command can be phrased many ways. Also non grammatical)Tj +T* +(% constructs are understood, for example just giving a room name)Tj +T* +(% is interpreted as the command to goto that room.)Tj +0 -2.4 TD +(% Some interpretation is based on the situation. Notice that when)Tj +0 -1.2 TD +(% the player says turn on the light it is ambiguous. It could mean)Tj +T* +(% the room light \(which can't be turned on in the game\) or the)Tj +T* +(% flash light. If the player has the flash light it is interpreted)Tj +T* +(% as flash light, otherwise it is interpreted as room light.)Tj +0 -2.4 TD +(get_command\(C\):-)Tj +0 -1.2 TD +( readlist\(L\), % reads a sentence and puts [it,in,list,form])Tj +T* +( command\(X,L,[]\), % call the grammar for command)Tj +T* +( C =.. X,!. % make the command list a structure)Tj +T* +(get_command\(_\):-)Tj +T* +( respond\(['I don''t understand, try again or type help']\),fail.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(8 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1203 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% The grammar doesn't have to be real English. There are two)Tj +0 -1.2 TD +(% types of commands in Nani Search, those with and without a )Tj +T* +(% single argument. A special case is also made for the command)Tj +0 -1.2 TD +(% goto which can be activated by simply giving a room name.)Tj +0 -2.4 TD +(command\([Pred,Arg]\) --> verb\(Type,Pred\),nounphrase\(Type,Arg\).)Tj +0 -1.2 TD +(command\([Pred]\) --> verb\(intran,Pred\).)Tj +T* +(command\([goto,Arg]\) --> noun\(go_place,Arg\).)Tj +0 -2.4 TD +(% Recognize three types of verbs. Each verb corresponds to a command,)Tj +0 -1.2 TD +(% but there are many synonyms allowed. For example the command)Tj +T* +(% turn_on will be triggered by either "turn on" or "switch on".)Tj +0 -2.4 TD +(verb\(go_place,goto\) --> go_verb.)Tj +0 -1.2 TD +(verb\(thing,V\) --> tran_verb\(V\).)Tj +0 -1.2 TD +(verb\(intran,V\) --> intran_verb\(V\).)Tj +0 -2.4 TD +(go_verb --> [go].)Tj +0 -1.2 TD +(go_verb --> [go,to].)Tj +T* +(go_verb --> [g].)Tj +0 -2.4 TD +(tran_verb\(take\) --> [take].)Tj +0 -1.2 TD +(tran_verb\(take\) --> [pick,up].)Tj +T* +(tran_verb\(drop\) --> [drop].)Tj +T* +(tran_verb\(drop\) --> [put].)Tj +T* +(tran_verb\(drop\) --> [put,down].)Tj +T* +(tran_verb\(eat\) --> [eat].)Tj +T* +(tran_verb\(turn_on\) --> [turn,on].)Tj +0 -1.2 TD +(tran_verb\(turn_on\) --> [switch,on].)Tj +T* +(tran_verb\(turn_off\) --> [turn,off].)Tj +T* +(tran_verb\(look_in\) --> [look,in].)Tj +T* +(tran_verb\(look_in\) --> [look].)Tj +T* +(tran_verb\(look_in\) --> [open].)Tj +0 -2.4 TD +(intran_verb\(inventory\) --> [inventory].)Tj +0 -1.2 TD +(intran_verb\(inventory\) --> [i].)Tj +T* +(intran_verb\(look\) --> [look].)Tj +T* +(intran_verb\(look\) --> [look,around].)Tj +T* +(intran_verb\(look\) --> [l].)Tj +T* +(intran_verb\(quit\) --> [quit].)Tj +T* +(intran_verb\(quit\) --> [exit].)Tj +T* +(intran_verb\(quit\) --> [end].)Tj +T* +(intran_verb\(quit\) --> [bye].)Tj +T* +(intran_verb\(nshelp\) --> [help].)Tj +T* +(intran_verb\(hint\) --> [hint].)Tj +0 -2.4 TD +(% a noun phrase is just a noun with an optional determiner in front.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(9 of 27\)11/3/2006 \ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1204 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 740.1401 Tm +(nounphrase\(Type,Noun\) --> det,noun\(Type,Noun\).)Tj +0 -1.2 TD +(nounphrase\(Type,Noun\) --> noun\(Type,Noun\).)Tj +0 -2.4 TD +(det --> [the].)Tj +0 -1.2 TD +(det --> [a].)Tj +0 -2.4 TD +(% Nouns are defined as rooms, or things located somewhere. We define)Tj +0 -1.2 TD +(% special cases for those things represented in Nani Search by two)Tj +T* +(% words. We can't expect the user to type the name in quotes.)Tj +0 -2.4 TD +(noun\(go_place,R\) --> [R], {room\(R\)}.)Tj +0 -1.2 TD +(noun\(go_place,'dining room'\) --> [dining,room].)Tj +0 -2.4 TD +(noun\(thing,T\) --> [T], {location\(T,_\)}.)Tj +0 -1.2 TD +(noun\(thing,T\) --> [T], {have\(T\)}.)Tj +T* +(noun\(thing,flashlight\) --> [flash,light].)Tj +T* +(noun\(thing,'washing machine'\) --> [washing,machine].)Tj +T* +(noun\(thing,'dirty clothes'\) --> [dirty,clothes].)Tj +0 -2.4 TD +(% If the player has just typed light, it can be interpreted three ways.)Tj +0 -1.2 TD +(% If a room name is before it, it must be a room light. If the)Tj +T* +(% player has the flash light, assume it means the flash light. Otherwis\ e)Tj +T* +(% assume it is the room light.)Tj +0 -2.4 TD +(noun\(thing,light\) --> [X,light], {room\(X\)}.)Tj +0 -1.2 TD +(noun\(thing,flashlight\) --> [light], {have\(flashlight\)}.)Tj +T* +(noun\(thing,light\) --> [light].)Tj +0 -2.4 TD +(% readlist - read a list of words, based on a Clocksin & Mellish)Tj +0 -1.2 TD +(% example.)Tj +0 -2.4 TD +(readlist\(L\):-)Tj +0 -1.2 TD +( write\('> '\),)Tj +T* +( read_word_list\(L\).)Tj +0 -2.4 TD +(read_word_list\([W|Ws]\) :-)Tj +0 -1.2 TD +( get0\(C\),)Tj +T* +( readword\(C, W, C1\), % Read word starting with C, C1 is first n\ ew)Tj +T* +( restsent\(C1, Ws\), !. % character - use it to get rest of senten\ ce)Tj +0 -2.4 TD +(restsent\(C,[]\) :- lastword\(C\), !. % Nothing left if hit last-word ma\ rker)Tj +0 -1.2 TD +(restsent\(C,[W1|Ws]\) :-)Tj +T* +( readword\(C,W1,C1\), % Else read next word and rest of sentence\ )Tj +T* +( restsent\(C1,Ws\).)Tj +0 -2.4 TD +(readword\(C,W,C1\) :- % Some words are single characters)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(10 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1205 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( single_char\(C\), % i.e. punctuation)Tj +0 -1.2 TD +( !, )Tj +T* +( name\(W, [C]\), % get as an atom)Tj +0 -1.2 TD +( get0\(C1\).)Tj +0 -1.2 TD +(readword\(C, W, C1\) :-)Tj +T* +( is_num\(C\), % if we have a number --)Tj +T* +( !,)Tj +T* +( number_word\(C, W, C1, _\). % convert it to a genuine number)Tj +0 -1.2 TD +(readword\(C,W,C2\) :- % otherwise if character does not)Tj +T* +( in_word\(C, NewC\), % delineate end of word - keep)Tj +T* +( get0\(C1\), % accumulating them until )Tj +T* +( restword\(C1,Cs,C2\), % we have all the word )Tj +T* +( name\(W, [NewC|Cs]\). % then make it an atom)Tj +T* +(readword\(C,W,C2\) :- % otherwise)Tj +0 -1.2 TD +( get0\(C1\), )Tj +0 -1.2 TD +( readword\(C1,W,C2\). % start a new word)Tj +0 -2.4 TD +(restword\(C, [NewC|Cs], C2\) :-)Tj +0 -1.2 TD +( in_word\(C, NewC\),)Tj +T* +( get0\(C1\),)Tj +T* +( restword\(C1, Cs, C2\).)Tj +T* +(restword\(C, [], C\).)Tj +0 -3.6 TD +(single_char\(`,\).)Tj +0 -1.2 TD +(single_char\(`;\).)Tj +T* +(single_char\(`:\).single_char\(`?\).)Tj +T* +(single_char\(`!\).)Tj +0 -1.2 TD +(single_char\(`.\).)Tj +0 -3.6 TD +(in_word\(C, C\) :- C >= `a, C =< `z.)Tj +0 -1.2 TD +(in_word\(C, L\) :- C >= `A, C =< `Z, L is C + 32.)Tj +T* +(in_word\(`',`'\).)Tj +T* +(in_word\(`-,`-\).)Tj +0 -2.4 TD +(% Have character C \(known integer\) - keep reading integers and build)Tj +0 -1.2 TD +(% up the number until we hit a non-integer. Return this in C1,)Tj +T* +(% and return the computed number in W.)Tj +0 -2.4 TD +(number_word\(C, W, C1, Pow10\) :- )Tj +0 -1.2 TD +( is_num\(C\),)Tj +T* +( !,)Tj +T* +( get0\(C2\),)Tj +T* +( number_word\(C2, W1, C1, P10\),)Tj +T* +( Pow10 is P10 * 10,)Tj +T* +( W is integer\(\(\(C - `0\) * Pow10\) + W1\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(11 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1206 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(number_word\(C, 0, C, 0.1\).)Tj +0 -3.6 TD +(is_num\(C\) :-)Tj +0 -1.2 TD +( C =< `9,)Tj +0 -1.2 TD +( C >= `0.)Tj +0 -2.4 TD +(% These symbols delineate end of sentence)Tj +T* +(lastword\(10\). % end if new line entered)Tj +0 -1.2 TD +(lastword\(`.\).)Tj +T* +(lastword\(`!\).)Tj +T* +(lastword\(`?\).)Tj +0 0 1 rg +/T1_2 1 Tf +14.8263 0 0 14.8263 9.1782 535.7768 Tm +(Family )Tj +0 0 0.502 rg +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 502.4397 Tm +(% GENE.PRO - genealogical relationships)Tj +0 -1.2 TD +(%)Tj +T* +(% Copyright \(c\) 1987-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -1.2 TD +(%)Tj +T* +(% A Prolog database of relations derived from basic information about)Tj +T* +(% individuals. The relations ships can all be read as 'relationship)Tj +T* +(% of', so for example, parent\(P,C\) means P is parent of C.)Tj +0 -1.2 TD +(%)Tj +T* +(% When there is a performance trade-of in the implementation of a rule,)Tj +T* +(% it is assumed that in general the second argument of a relation will)Tj +T* +(% most likely be bound. See for example full_sibling/2, which will)Tj +T* +(% have a smaller search for full_sibling\(X,joe\), than full_sibling\(jo\ e,X\).)Tj +T* +(%)Tj +0 -1.2 TD +(% This code is used as an example of an embedded Prolog application.)Tj +0 -1.2 TD +(% One is a C++ application and the other Visual Basic.)Tj +T* +(%)Tj +T* +(% To use this code from Prolog, consult it in the listener and use the)Tj +T* +(% following predicates:)Tj +T* +(%)Tj +T* +(% open\(F\) - opens a file of family relationships, ex. open\('england.f\ am'\).)Tj +T* +(% open/1 just does a consult, so you can use consult instead.)Tj +T* +(% close - retracts all the persons currently defined)Tj +T* +(% save\(F\) - saves the persons in the named file)Tj +T* +(% add_person\(Name, Mother, Father, Gender, Spouse\) - adds a person)Tj +T* +(% fact with the specified attributes, checking semantics as it does)Tj +T* +(% Relationship\(P1, P2\) - any relationship query, such as child\(X,Y\).\ )Tj +0 -1.2 TD +(% relation\(R, P1, P2\) - can be used to find the relationship between)Tj +T* +(% individuals as well as pose relationship queries. )Tj +0 -2.4 TD +(parent\(P,C\) :-)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(12 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1207 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( \(mother\(P,C\) ; father\(P,C\)\).)Tj +0 -2.4 TD +(child\(C,P\) :- parent\(P,C\).)Tj +T* +(son\(C,P\) :- parent\(P,C\), male\(C\).)Tj +0 -2.4 TD +(daughter\(C,P\) :- parent\(P,C\), female\(C\).)Tj +0 -2.4 TD +(wife\(W,P\) :-)Tj +0 -1.2 TD +( spouse\(W,P\),)Tj +T* +( female\(W\).)Tj +0 -2.4 TD +(husband\(H,P\) :-)Tj +0 -1.2 TD +( spouse\(H,P\),)Tj +T* +( male\(H\).)Tj +0 -2.4 TD +(ancestor\(A,P\) :-)Tj +0 -1.2 TD +( parent\(A,P\).)Tj +T* +(ancestor\(A,P\) :-)Tj +T* +( parent\(X,P\),)Tj +T* +( ancestor\(A,X\).)Tj +0 -2.4 TD +(descendent\(D,P\) :-)Tj +0 -1.2 TD +( parent\(P,D\).)Tj +T* +(descendent\(D,P\) :-)Tj +T* +( parent\(P,X\),)Tj +T* +( descendent\(D,X\).)Tj +0 -2.4 TD +(full_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( mother\(M,S2\),)Tj +T* +( mother\(M,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( father\(F,S1\),)Tj +T* +( father\(F,S2\).)Tj +0 -2.4 TD +(half_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( mother\(M,S2\),)Tj +T* +( mother\(M,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( father\(F1,S1\),)Tj +T* +( father\(F2,S2\),)Tj +T* +( F1 \\= F2.)Tj +T* +(half_sibling\(S1, S2\) :-)Tj +T* +( father\(F,S2\),)Tj +T* +( father\(F,S1\),)Tj +T* +( S1 \\= S2,)Tj +T* +( mother\(M1,S1\),)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(13 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1208 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( mother\(M2,S2\),)Tj +0 -1.2 TD +( M1 \\= M2.)Tj +0 -2.4 TD +(sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( full_sibling\(S1,S2\).)Tj +T* +(sibling\(S1, S2\) :-)Tj +T* +( half_sibling\(S1,S2\).)Tj +0 -2.4 TD +(sister\(S,P\) :-)Tj +0 -1.2 TD +( sibling\(S,P\),)Tj +T* +( female\(S\).)Tj +0 -2.4 TD +(brother\(B,P\) :-)Tj +0 -1.2 TD +( sibling\(B,P\),)Tj +T* +( male\(B\).)Tj +0 -2.4 TD +(step_sibling\(S1, S2\) :-)Tj +0 -1.2 TD +( parent\(P2, S2\),)Tj +T* +( spouse\(M2, P2\),)Tj +T* +( parent\(M2, S1\),)Tj +T* +( not\(parent\(M2,S2\)\),)Tj +T* +( not\(half_sibling\(S1,S2\)\).)Tj +T* +( )Tj +T* +(uncle\(U,X\) :-)Tj +T* +( parent\(P,X\),)Tj +T* +( brother\(U,P\).)Tj +0 -2.4 TD +(aunt\(A,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( sister\(A,P\).)Tj +0 -2.4 TD +(step_parent\(P2,C\) :-)Tj +0 -1.2 TD +( parent\(P,C\),)Tj +T* +( spouse\(P2,P\),)Tj +T* +( not\(parent\(P2,C\)\).)Tj +0 -2.4 TD +(step_mother\(M,C\) :- step_parent\(M,C\), female\(M\).)Tj +T* +(step_father\(F,C\) :- step_parent\(F,C\), male\(F\).)Tj +T* +(step_child\(C2,P\) :- step_parent\(P,C2\).)Tj +T* +(step_daughter\(D,P\) :- step_child\(D,P\), female\(D\).)Tj +T* +(step_son\(S,P\) :- step_child\(S,P\), male\(S\).)Tj +T* +(nephew\(N,X\) :-)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(14 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1209 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( sibling\(S,X\),)Tj +0 -1.2 TD +( parent\(S,N\),)Tj +T* +( male\(N\).)Tj +0 -2.4 TD +(niece\(N,X\) :-)Tj +0 -1.2 TD +( sibling\(S,X\),)Tj +T* +( parent\(S,N\),)Tj +T* +( female\(N\).)Tj +0 -2.4 TD +(cousin\(X,Y\) :-)Tj +0 -1.2 TD +( parent\(P,Y\),)Tj +T* +( sibling\(S,P\),)Tj +T* +( parent\(S,X\).)Tj +0 -2.4 TD +(grandmother\(GM,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( mother\(GM,P\).)Tj +0 -2.4 TD +(grandfather\(GF,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\),)Tj +T* +( father\(GF,P\).)Tj +0 -2.4 TD +(grandparent\(GP,X\) :-)Tj +0 -1.2 TD +( parent\(P,X\), parent\(GP,P\).)Tj +0 -2.4 TD +(grandson\(GS,X\) :-)Tj +0 -1.2 TD +( grandchild\(GS,X\),)Tj +0 -1.2 TD +( male\(GS\).)Tj +0 -2.4 TD +(granddaughter\(GD,X\) :-)Tj +0 -1.2 TD +( grandchild\(GD,X\),)Tj +T* +( female\(GD\).)Tj +0 -2.4 TD +(grandchild\(GC,X\) :-)Tj +0 -1.2 TD +( parent\(X,C\),)Tj +T* +( parent\(C,GC\).)Tj +0 -2.4 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% relation/3 - used to find relationships between individuals)Tj +T* +(%)Tj +0 -2.4 TD +(relations\([parent, wife, husband, ancestor, descendent, full_sibling,)Tj +0 -1.2 TD +( half_sibling, sibling, sister, brother, step_sibling, uncle,)Tj +T* +( aunt, mother, father, child, son, daughter, step_parent,)Tj +T* +( step_child, step_mother, step_father, step_son, step_daughter,)Tj +T* +( nephew, niece, cousin, grandmother, grandfather, grandparent,)Tj +T* +( grandson, granddaughter, grandchild]\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(15 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1210 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 740.1401 Tm +(relation\(R, X, Y\) :-)Tj +0 -1.2 TD +( relations\(Rs\),)Tj +T* +( member\(R,Rs\),)Tj +0 -1.2 TD +( Q =.. [R,X,Y],)Tj +0 -1.2 TD +( call\(Q\).)Tj +0 -3.6 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% person object)Tj +T* +(%)Tj +T* +(% These predicates define the interface to a person. All of the)Tj +T* +(% genealogical rules are based on these predicates, which are)Tj +T* +(% based on the basic representation of a person. These are the)Tj +T* +(% only rules which need to be changed if the representation of)Tj +0 -1.2 TD +(% a person is changed.)Tj +0 -1.2 TD +(%)Tj +T* +(% The current representation is flat database relations of the form:)Tj +T* +(% person\(Name, Gender, Mother, Father, Spouse\).)Tj +T* +(%)Tj +0 -2.4 TD +(add\(Name,Gender,Mother,Father,Spouse\) :-)Tj +0 -1.2 TD +( assert\(person\(Name,Gender,Mother,Father,Spouse\)\).)Tj +T* +(add\(Name,_,_,_,_\) :-)Tj +T* +( delete\(Name\),)Tj +T* +( fail.)Tj +0 -2.4 TD +(open\(FileName\) :-)Tj +0 -1.2 TD +( consult\(FileName\).)Tj +0 -2.4 TD +(close :-)Tj +0 -1.2 TD +( retractall\(person\(_,_,_,_,_\)\).)Tj +0 -2.4 TD +(save\(FileName\) :-)Tj +0 -1.2 TD +( tell\(FileName\),)Tj +T* +( listing\(person\),)Tj +T* +( told.)Tj +0 -2.4 TD +(delete\(X\) :-)Tj +0 -1.2 TD +( retract\(person\(X,_,_,_,_\)\).)Tj +0 -2.4 TD +(person\(X\) :-)Tj +0 -1.2 TD +( person\(X,_,_,_,_\).)Tj +0 -2.4 TD +(male\(X\) :-)Tj +0 -1.2 TD +( person\(X,male,_,_,_\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(16 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1211 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(female\(Y\) :-)Tj +0 -1.2 TD +( person\(Y,female,_,_,_\).)Tj +0 -2.4 TD +(mother\(M,C\) :-)Tj +0 -1.2 TD +( person\(C,_,M,_,_\).)Tj +0 -2.4 TD +(father\(F,C\) :-)Tj +0 -1.2 TD +( person\(C,_,_,F,_\).)Tj +0 -2.4 TD +(spouse\(S,P\) :-)Tj +0 -1.2 TD +( person\(P,_,_,_,S\),)Tj +T* +( S \\= single.)Tj +0 -2.4 TD +(%----------------------------------------------------------------------)Tj +0 -1.2 TD +(% Semantic Integrity Checks on Update)Tj +T* +(%)Tj +0 -2.4 TD +(add_person\(Name,Gender,Mother,Father,Spouse\) :-)Tj +0 -1.2 TD +( retractall\(message\(_\)\),)Tj +T* +( dup_check\(Name\),)Tj +T* +( add\(Name,Gender,Mother,Father,Spouse\),)Tj +T* +( ancestor_check\(Name\),)Tj +T* +( mother_check\(Name, Gender, Mother\),)Tj +T* +( father_check\(Name, Gender, Father\),)Tj +T* +( spouse_check\(Name, Spouse\).)Tj +0 -2.4 TD +(dup_check\(Name\) :-)Tj +0 -1.2 TD +( person\(Name\),)Tj +T* +( assert\(message\($Person is already in database$\)\),)Tj +T* +( !, fail.)Tj +T* +(dup_check\(_\).)Tj +T* +( )Tj +T* +(ancestor_check\(Name\) :-)Tj +T* +( ancestor\(Name,Name\),)Tj +T* +( assert\(message\($Person is their own ancestor/descendent$\)\),)Tj +T* +( !, fail.)Tj +T* +(ancestor_check\(_\).)Tj +0 -2.4 TD +(mother_check\(_, _, Mother\) :- not\(person\(Mother\)\), !.)Tj +0 -1.2 TD +(mother_check\(_, _, Mother\) :-)Tj +T* +( male\(Mother\),)Tj +T* +( assert\(message\($Person's mother is a man$\)\),)Tj +T* +( !, fail.)Tj +T* +(mother_check\(Name, male, _\) :-)Tj +T* +( mother\(Name, X\),)Tj +T* +( assert\(message\($Person, a male, is someone's mother$\)\),)Tj +T* +( !, fail.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(17 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1212 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(display_menu\(Menu\):-)Tj +0 -1.2 TD +( disp_menu\(1,Menu\), !. % make sure we fail on backtrackin\ g)Tj +0 -2.4 TD +(disp_menu\(_,[]\).)Tj +0 -1.2 TD +(disp_menu\(N,[Item | Rest]\):- % recursively write the head of)Tj +T* +( write\(N\),write\(' : '\),write\(Item\),nl, % the list and disp_menu t\ he tail)Tj +T* +( NN is N + 1,)Tj +T* +( disp_menu\(NN,Rest\).)Tj +0 -2.4 TD +(pick_menu\(N,Val,Menu\):-)Tj +0 -1.2 TD +( integer\(N\), % make sure they gave a number)Tj +T* +( pic_menu\(1,N,Val,Menu\), !. % start at one)Tj +T* +( pick_menu\(Val,Val,_\). % if they didn't enter a number, u\ se)Tj +T* +( % what they entered as the value)Tj +0 -2.4 TD +(pic_menu\(_,_,none_of_the_above,[]\). % if we've exhausted the list)Tj +0 -1.2 TD +(pic_menu\(N,N, Item, [Item|_]\). % the counter matches the number)Tj +T* +(pic_menu\(Ctr,N, Val, [_|Rest]\):-)Tj +T* +( NextCtr is Ctr + 1, % try the next one)Tj +T* +( pic_menu\(NextCtr, N, Val, Rest\).)Tj +0 0 0 rg +/T1_2 1 Tf +11.861 0 0 11.861 9.1782 430.6453 Tm +(Copyright \2511990,1996-97, 2004 Amzi! inc. All Rights Reserved)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(27 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1213 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(mother_check\(_,_,_\).)Tj +0 -2.4 TD +(father_check\(_, _, Father\) :- not\(person\(Father\)\), !.)Tj +0 -1.2 TD +(father_check\(_, _, Father\) :-)Tj +0 -1.2 TD +( female\(Father\),)Tj +T* +( assert\(message\($Person's father is a man$\)\),)Tj +T* +( !, fail.)Tj +T* +(father_check\(Name, female, _\) :-)Tj +0 -1.2 TD +( father\(Name, X\),)Tj +T* +( assert\(message\($Person, a female, is someone's father$\)\),)Tj +T* +( !, fail.)Tj +T* +(father_check\(_,_,_\).)Tj +0 -2.4 TD +(spouse_check\(Name, Spouse\) :-)Tj +0 -1.2 TD +( spouse\(Name, X\),)Tj +T* +( X \\= Spouse,)Tj +T* +( assert\(message\($Person is already someone else's spouse$\)\),)Tj +T* +( !, fail.)Tj +T* +(spouse_check\(Name, Spouse\) :-)Tj +T* +( blood_relative\(Name, Spouse\),)Tj +T* +( assert\(message\($Person is a blood relative of spouse$\)\),)Tj +T* +( !, fail.)Tj +T* +(spouse_check\(_,_\).)Tj +T* +( )Tj +T* +(blood_relative\(X,Y\) :- \(ancestor\(X,Y\); ancestor\(Y,X\)\).)Tj +T* +(blood_relative\(X,Y\) :- sibling\(X,Y\).)Tj +T* +(blood_relative\(X,Y\) :- cousin\(X,Y\).)Tj +0 -1.2 TD +(blood_relative\(X,Y\) :- \(uncle\(X,Y\); uncle\(Y,X\)\).)Tj +T* +(blood_relative\(X,Y\) :- \(aunt\(X,Y\); aunt\(Y,X\)\).)Tj +0 0 1 rg +/T1_2 1 Tf +14.8263 0 0 14.8263 9.1782 289.0678 Tm +(Custord )Tj +0 0 0.502 rg +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 255.7307 Tm +(% CUSTORD )Tj +0 -2.4 TD +(% Copyright \(c\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% This is a sample Prolog program which implements a portion)Tj +0 -1.2 TD +(% of a customer order inventory application. It is not intended to)Tj +T* +(% be complete, and only illustrates the concept of writing a database)Tj +0 -1.2 TD +(% application in Prolog.)Tj +0 -2.4 TD +(% This example extends the concept of an intelligent database to include\ )Tj +0 -1.2 TD +(% a full database application. It is really a rule based approach to)Tj +T* +(% transaction processing. In fact a large percentage of the procedural)Tj +T* +(% code normally written in database applications has to do with)Tj +T* +(% enforcing semantic integrity rules involving multiple records.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(18 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1214 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 740.1401 Tm +(% The distinction between data and process is thoroughly blurred. Both)Tj +0 -1.2 TD +(% reside together in the same logicbase.)Tj +0 -2.4 TD +(% There is pure data as it might be defined in a relational database)Tj +0 -1.2 TD +(% \(customer, item, inventory, order\); there are rules which really)Tj +T* +(% represent data views \(item_quant\); there are rules which add)Tj +T* +(% intelligence to the logicbase \(good_customer, valid_order\); and ther\ e)Tj +T* +(% are rules which are processes \(order, report_inventory\). )Tj +0 -2.4 TD +(main :- order.)Tj +T* +(% customer\(Name, Town, Credit-rating\).)Tj +T* +(customer\(dennis, winchester, xxx\).)Tj +0 -1.2 TD +(customer\(dave, lexington, aaa\).)Tj +T* +(customer\(ron, lexington, bbb\).)Tj +T* +(customer\(julie, winchester, aaa\).)Tj +T* +(customer\(jawaid, cambridge, aaa\).)Tj +T* +(customer\(tom, newton, ccc\).)Tj +0 -2.4 TD +(% item\(Number, Name, Reorder-quantity\).)Tj +T* +(item\(p1,thing,10\).)Tj +0 -1.2 TD +(item\(p2,stuff,10\).)Tj +T* +(item\(p3,article,10\).)Tj +T* +(item\(p4,object,10\).)Tj +T* +(item\(p5,substance,10\).)Tj +T* +(item\(p6,piece,10\).)Tj +0 -1.2 TD +(item\(p7,matter,10\).)Tj +0 -2.4 TD +(% inventory\(Number, Quantity\).)Tj +T* +(inventory\(p1,10\).)Tj +0 -1.2 TD +(inventory\(p2,10\).)Tj +T* +(inventory\(p3,10\).)Tj +T* +(inventory\(p4,78\).)Tj +T* +(inventory\(p5,23\).)Tj +T* +(inventory\(p6,14\).)Tj +T* +(inventory\(p7,8\).)Tj +0 -2.4 TD +(% item-inv view or join)Tj +T* +(item_quant\(Item, Quantity\):-)Tj +0 -1.2 TD +( item\(Partno, Item, _\),)Tj +T* +( inventory\(Partno, Quantity\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(19 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1215 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% reorder if inventory below reorder point)Tj +0 -2.4 TD +(reorder\(Item\):-)Tj +0 -1.2 TD +( item\(Partno, Item, Reorder_point\),)Tj +0 -1.2 TD +( inventory\(Partno, Quantity\),)Tj +T* +( Quantity < Reorder_point,)Tj +T* +( write\('Time to reorder '\),)Tj +T* +( write\(Item\), nl.)Tj +0 -1.2 TD +(reorder\(Item\):-)Tj +T* +( write\('Inventory level ok for '\),)Tj +T* +( write\(Item\), nl.)Tj +0 -2.4 TD +(% a good customer has a credit rating of aaa )Tj +0 -1.2 TD +(% or lives in winchester)Tj +T* +(% or has ordered something)Tj +0 -2.4 TD +(good_customer\(Cust\):-)Tj +0 -1.2 TD +( customer\(Cust, _, aaa\).)Tj +T* +(good_customer\(Cust\):-)Tj +T* +( customer\(Cust, winchester, _\).)Tj +T* +(good_customer\(Cust\):-)Tj +T* +( order\(Cust, _, _\).)Tj +0 -2.4 TD +(% process order)Tj +T* +(order:-)Tj +0 -1.2 TD +( write\('Customer: '\),)Tj +0 -1.2 TD +( read\(Customer\),)Tj +T* +( write\('Item: '\),)Tj +T* +( read\(Item\),)Tj +T* +( write\('Quantity: '\),)Tj +T* +( read\(Quantity\),)Tj +T* +( valid_order\(Customer,Item,Quantity\),)Tj +T* +( asserta\(order\(Customer,Item,Quantity\)\),)Tj +T* +( update_inventory\(Item,Quantity\),)Tj +T* +( reorder\(Item\).)Tj +0 -2.4 TD +(% an order is valid if)Tj +0 -1.2 TD +(% it doesn't go below zero inventory and)Tj +T* +(% the customer is a good customer)Tj +0 -2.4 TD +(valid_order\(C, I, Q\):-)Tj +0 -1.2 TD +( item\(Partno, I, _\),)Tj +T* +( inventory\(Partno, Onhand\),)Tj +T* +( Q =< Onhand,)Tj +T* +( good_customer\(C\).)Tj +T* +(valid_order\(C, I, Q\):-)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(20 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1216 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( write\('Bad order'\),)Tj +0 -1.2 TD +( nl,)Tj +T* +( fail.)Tj +0 -2.4 TD +(% update the inventory)Tj +0 -2.4 TD +(update_inventory\(I,Q\):-)Tj +0 -1.2 TD +( item\(Pn, I, _\),)Tj +T* +( inventory\(Pn, Amount\),)Tj +T* +( NewQ is Amount - Q,)Tj +T* +( retract\(inventory\(Pn, Amount\)\),)Tj +T* +( asserta\(inventory\(Pn, NewQ\)\).)Tj +0 -2.4 TD +(% inventory report)Tj +T* +(report_inventory:-)Tj +0 -1.2 TD +( item_quant\(I, Q\),)Tj +T* +( write\(I\), tab\(1\),)Tj +T* +( write\(Q\), nl,)Tj +T* +( fail.)Tj +T* +(report_inventory:-true. )Tj +0 0 1 rg +/T1_2 1 Tf +14.8263 0 0 14.8263 9.1782 412.4223 Tm +(Birds )Tj +0 0 0.502 rg +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 379.0852 Tm +(% BIRDS)Tj +0 -2.4 TD +(% Copyright \(c\) 1990-1995 Amzi! inc.)Tj +0 -1.2 TD +(% All rights reserved)Tj +0 -2.4 TD +(% This is a sample of a classification expert system for identification)Tj +0 -1.2 TD +(% of certain kinds of birds. The rules are rough excerpts from "Birds of\ )Tj +T* +(% North America" by Robbins, Bruum, Zim, and Singer.)Tj +0 -2.4 TD +(% This type of expert system can easily use Prolog's built in inferencin\ g)Tj +0 -1.2 TD +(% system. While trying to satisfy the goal "bird" it tries to satisfy)Tj +T* +(% various subgoals, some of which will ask for information from the)Tj +T* +(% user.)Tj +0 -2.4 TD +(% The information is all stored as attribute-value pairs. The attribute)Tj +0 -1.2 TD +(% is represented as a predicate, and the value as the argument to the)Tj +T* +(% predicate. For example, the attribute-value pair "color-brown" is)Tj +T* +(% stored "color\(brown\)".)Tj +0 -2.4 TD +(% "identify" is the high level goal that starts the program. The)Tj +0 -1.2 TD +(% predicate "known/3" is used to remember answers to questions, so it)Tj +T* +(% is cleared at the beginning of the run.)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(21 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1217 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% The rules of identification are the bulk of the code. They break up)Tj +0 -1.2 TD +(% the problem into identifying orders and families before identifying)Tj +T* +(% the actual birds.)Tj +0 -2.4 TD +(% The end of the code lists those attribute-value pairs which need)Tj +0 -1.2 TD +(% to be asked for, and defines the predicate "ask" and "menuask")Tj +T* +(% which are used to get information from the user, and remember it.)Tj +0 -2.4 TD +(main :- identify.)Tj +0 -2.4 TD +(identify:-)Tj +0 -1.2 TD +( retractall\(known\(_,_,_\)\), % clear stored information)Tj +T* +( bird\(X\),)Tj +T* +( write\('The bird is a '\),write\(X\),nl.)Tj +T* +(identify:-)Tj +T* +( write\('I can''t identify that bird'\),nl.)Tj +0 -2.4 TD +(order\(tubenose\):-)Tj +0 -1.2 TD +( nostrils\(external_tubular\),)Tj +T* +( live\(at_sea\),)Tj +T* +( bill\(hooked\).)Tj +T* +(order\(waterfowl\):-)Tj +T* +( feet\(webbed\),)Tj +T* +( bill\(flat\).)Tj +T* +(order\(falconiforms\):-)Tj +T* +( eats\(meat\),)Tj +T* +( feet\(curved_talons\),)Tj +0 -1.2 TD +( bill\(sharp_hooked\).)Tj +T* +(order\(passerformes\):-)Tj +T* +( feet\(one_long_backward_toe\).)Tj +0 -2.4 TD +(family\(albatross\):-)Tj +0 -1.2 TD +( order\(tubenose\),)Tj +T* +( size\(large\),)Tj +T* +( wings\(long_narrow\).)Tj +T* +(family\(swan\):-)Tj +T* +( order\(waterfowl\),)Tj +T* +( neck\(long\),)Tj +T* +( color\(white\),)Tj +T* +( flight\(ponderous\).)Tj +T* +(family\(goose\):-)Tj +T* +( order\(waterfowl\),)Tj +T* +( size\(plump\),)Tj +T* +( flight\(powerful\).)Tj +T* +(family\(duck\):-)Tj +T* +( order\(waterfowl\),)Tj +T* +( feed\(on_water_surface\),)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(22 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1218 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( flight\(agile\).)Tj +0 -1.2 TD +(family\(vulture\):-)Tj +T* +( order\(falconiforms\),)Tj +0 -1.2 TD +( feed\(scavange\),)Tj +0 -1.2 TD +( wings\(broad\).)Tj +T* +(family\(falcon\):-)Tj +T* +( order\(falconiforms\),)Tj +T* +( wings\(long_pointed\),)Tj +0 -1.2 TD +( head\(large\),)Tj +T* +( tail\(narrow_at_tip\).)Tj +T* +(family\(flycatcher\):-)Tj +T* +( order\(passerformes\),)Tj +T* +( bill\(flat\),)Tj +T* +( eats\(flying_insects\).)Tj +0 -1.2 TD +(family\(swallow\):-)Tj +0 -1.2 TD +( order\(passerformes\),)Tj +T* +( wings\(long_pointed\),)Tj +T* +( tail\(forked\),)Tj +T* +( bill\(short\).)Tj +0 -2.4 TD +(bird\(laysan_albatross\):-)Tj +0 -1.2 TD +( family\(albatross\),)Tj +T* +( color\(white\).)Tj +T* +(bird\(black_footed_albatross\):-)Tj +T* +( family\(albatross\),)Tj +T* +( color\(dark\).)Tj +T* +(bird\(fulmar\):-)Tj +0 -1.2 TD +( order\(tubenose\),)Tj +T* +( size\(medium\),)Tj +T* +( flight\(flap_glide\).)Tj +T* +(bird\(whistling_swan\):-)Tj +T* +( family\(swan\),)Tj +T* +( voice\(muffled_musical_whistle\).)Tj +T* +(bird\(trumpeter_swan\):-)Tj +T* +( family\(swan\),)Tj +T* +( voice\(loud_trumpeting\).)Tj +T* +(bird\(canada_goose\):-)Tj +T* +( family\(goose\),)Tj +T* +( season\(winter\), % rules can be further broken down)Tj +T* +( country\(united_states\), % to include regions and migration)Tj +T* +( head\(black\), % patterns)Tj +T* +( cheek\(white\).)Tj +T* +(bird\(canada_goose\):-)Tj +T* +( family\(goose\),)Tj +T* +( season\(summer\),)Tj +T* +( country\(canada\),)Tj +T* +( head\(black\), )Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(23 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1219 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +( cheek\(white\).)Tj +0 -1.2 TD +(bird\(snow_goose\):-)Tj +T* +( family\(goose\),)Tj +0 -1.2 TD +( color\(white\).)Tj +0 -1.2 TD +(bird\(mallard\):-)Tj +T* +( family\(duck\), % different rules for male)Tj +T* +( voice\(quack\),)Tj +T* +( head\(green\).)Tj +0 -1.2 TD +(bird\(mallard\):-)Tj +T* +( family\(duck\), % and female)Tj +T* +( voice\(quack\),)Tj +T* +( color\(mottled_brown\).)Tj +T* +(bird\(pintail\):-)Tj +T* +( family\(duck\),)Tj +0 -1.2 TD +( voice\(short_whistle\).)Tj +0 -1.2 TD +(bird\(turkey_vulture\):-)Tj +T* +( family\(vulture\),)Tj +T* +( flight_profile\(v_shaped\).)Tj +T* +(bird\(california_condor\):-)Tj +T* +( family\(vulture\),)Tj +T* +( flight_profile\(flat\).)Tj +T* +(bird\(sparrow_hawk\):-)Tj +T* +( family\(falcon\),)Tj +T* +( eats\(insects\).)Tj +T* +(bird\(peregrine_falcon\):-)Tj +T* +( family\(falcon\),)Tj +T* +( eats\(birds\).)Tj +0 -1.2 TD +(bird\(great_crested_flycatcher\):-)Tj +T* +( family\(flycatcher\),)Tj +T* +( tail\(long_rusty\).)Tj +T* +(bird\(ash_throated_flycatcher\):-)Tj +T* +( family\(flycatcher\),)Tj +T* +( throat\(white\).)Tj +T* +(bird\(barn_swallow\):-)Tj +T* +( family\(swallow\),)Tj +T* +( tail\(forked\).)Tj +T* +(bird\(cliff_swallow\):-)Tj +T* +( family\(swallow\),)Tj +T* +( tail\(square\).)Tj +T* +(bird\(purple_martin\):-)Tj +T* +( family\(swallow\),)Tj +T* +( color\(dark\).)Tj +0 -2.4 TD +(country\(united_states\):- region\(new_england\).)Tj +0 -1.2 TD +(country\(united_states\):- region\(south_east\).)Tj +T* +(country\(united_states\):- region\(mid_west\).)Tj +T* +(country\(united_states\):- region\(south_west\).)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(24 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1220 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(country\(united_states\):- region\(north_west\).)Tj +0 -1.2 TD +(country\(united_states\):- region\(mid_atlantic\).)Tj +0 -2.4 TD +(country\(canada\):- province\(ontario\).)Tj +0 -1.2 TD +(country\(canada\):- province\(quebec\).)Tj +T* +(country\(canada\):- province\(etc\).)Tj +0 -2.4 TD +(region\(new_england\):-)Tj +0 -1.2 TD +( state\(X\),)Tj +T* +( member\(X, [massachusetts, vermont, etc]\).)Tj +T* +(region\(south_east\):-)Tj +T* +( state\(X\),)Tj +T* +( member\(X, [florida, mississippi, etc]\).)Tj +0 -2.4 TD +(region\(canada\):-)Tj +0 -1.2 TD +( province\(X\),)Tj +T* +( member\(X, [ontario,quebec,etc]\).)Tj +0 -2.4 TD +(nostrils\(X\):- ask\(nostrils,X\).)Tj +0 -1.2 TD +(live\(X\):- ask\(live,X\).)Tj +T* +(bill\(X\):- ask\(bill,X\).)Tj +T* +(size\(X\):- menuask\(size,X,[large,plump,medium,small]\).)Tj +T* +(eats\(X\):- ask\(eats,X\).)Tj +T* +(feet\(X\):- ask\(feet,X\).)Tj +T* +(wings\(X\):- ask\(wings,X\).)Tj +T* +(neck\(X\):- ask\(neck,X\).)Tj +T* +(color\(X\):- ask\(color,X\).)Tj +0 -1.2 TD +(flight\(X\):- menuask\(flight,X,[ponderous,powerful,agile,flap_glide,oth\ er]\).)Tj +T* +(feed\(X\):- ask\(feed,X\).)Tj +T* +(head\(X\):- ask\(head,X\).)Tj +T* +(tail\(X\):- menuask\(tail,X,[narrow_at_tip,forked,long_rusty,square,othe\ r]\).)Tj +T* +(voice\(X\):- ask\(voice,X\).)Tj +T* +(season\(X\):- menuask\(season,X,[winter,summer]\).)Tj +T* +(cheek\(X\):- ask\(cheek,X\).)Tj +T* +(flight_profile\(X\):- menuask\(flight_profile,X,[flat,v_shaped,other]\).\ )Tj +T* +(throat\(X\):- ask\(throat,X\).)Tj +T* +(state\(X\):- menuask\(state,X,[massachusetts,vermont,florida,mississippi\ ,etc]\).)Tj +T* +(province\(X\):- menuask\(province,X,[ontario,quebec,etc]\).)Tj +0 -2.4 TD +(% "ask" is responsible for getting information from the user, and rememb\ ering)Tj +0 -1.2 TD +(% the users response. If it doesn't already know the answer to a questio\ n)Tj +T* +(% it will ask the user. It then asserts the answer. It recognizes two)Tj +T* +(% cases of knowledge: 1\) the attribute-value is known to be true,)Tj +T* +(% 2\) the attribute-value is known to be false.)Tj +0 -2.4 TD +(% This means an attribute might have multiple values. A third test to)Tj +0 -1.2 TD +(% see if the attribute has another value could be used to enforce)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(25 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + +endstream endobj 1221 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 8.2603 0 0 8.2603 18 780.7313 Tm +(Appendix)Tj +ET +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +0 0 0.502 rg +BT +/T1_1 1 Tf +12.8494 0 0 12.8494 9.1782 755.5594 Tm +(% single valued attributes. \(This test is commented out below\))Tj +0 -2.4 TD +(% For this system the menuask is used for attributes which are single)Tj +0 -1.2 TD +(% valued)Tj +0 -2.4 TD +(% "ask" only deals with simple yes or no answers. a "yes" is the only)Tj +0 -1.2 TD +(% yes value. any other response is considered a "no".)Tj +0 -2.4 TD +(ask\(Attribute,Value\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,Value\), % succeed if we know its true)Tj +T* +( !. % and dont look any further)Tj +T* +(ask\(Attribute,Value\):-)Tj +T* +( known\(_,Attribute,Value\), % fail if we know its false)Tj +T* +( !, fail.)Tj +0 -2.4 TD +(ask\(Attribute,_\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,_\), % fail if we know its some other v\ alue.)Tj +T* +( !, fail. % the cut in clause #1 ensures that \ if)Tj +T* +( % we get here the value is wrong.)Tj +T* +(ask\(A,V\):-)Tj +T* +( write\(A:V\), % if we get here, we need to ask.)Tj +T* +( write\('? \(yes or no\): '\),)Tj +T* +( read\(Y\), % get the answer)Tj +T* +( asserta\(known\(Y,A,V\)\), % remember it so we dont ask aga\ in.)Tj +T* +( Y = yes. % succeed or fail based on answer.)Tj +0 -2.4 TD +(% "menuask" is like ask, only it gives the user a menu to to choose)Tj +0 -1.2 TD +(% from rather than a yes on no answer. In this case there is no)Tj +T* +(% need to check for a negative since "menuask" ensures there will)Tj +T* +(% be some positive answer.)Tj +0 -2.4 TD +(menuask\(Attribute,Value,_\):-)Tj +0 -1.2 TD +( known\(yes,Attribute,Value\), % succeed if we know)Tj +T* +( !.)Tj +T* +(menuask\(Attribute,_,_\):-)Tj +T* +( known\(yes,Attribute,_\), % fail if its some other value)Tj +T* +( !, fail.)Tj +0 -2.4 TD +(menuask\(Attribute,AskValue,Menu\):-)Tj +0 -1.2 TD +( nl,write\('What is the value for '\),write\(Attribute\),write\('?'\),n\ l,)Tj +T* +( display_menu\(Menu\),)Tj +T* +( write\('Enter the number of choice> '\),)Tj +T* +( read\(Num\),nl,)Tj +T* +( pick_menu\(Num,AnswerValue,Menu\),)Tj +T* +( asserta\(known\(yes,Attribute,AnswerValue\)\),)Tj +T* +( AskValue = AnswerValue. % succeed or fail based on answer)Tj +ET +EMC +/Artifact <>BDC +Q +BT +/T1_0 1 Tf +8.2603 0 0 8.2603 18 7.7313 Tm +(http://www.amzi.com/AdventureInProlog/appendix.htm \(26 of 27\)11/3/2006\ 7:06:15 PM)Tj +ET +EMC + 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188.684 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 189.9697 Tm +(Arithmetic, expressions)Tj +ET +10 169.885 m +186.4 169.885 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 171.1697 Tm +(Arithmetic, operators)Tj +ET +10 151.085 m +52 151.085 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 152.3697 Tm +(Arity)Tj +ET +10 132.285 m +228.4 132.285 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 133.5697 Tm +(assert/1, and backtracking)Tj +ET +10 113.484 m +85.6 113.484 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 114.7697 Tm +(asserta/1)Tj +ET +10 94.684 m +85.6 94.684 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 95.9697 Tm +(assertz/1)Tj +ET +10 75.885 m +119.2 75.885 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 77.1697 Tm +(Associativity)Tj +ET +10 57.085 m +220 57.085 l +S +BT +/T1_3 1 Tf +14 0 0 14 10 58.3697 Tm +(Associativity, overriding)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(1 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1523 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +10 752.623 m +52 752.623 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.9082 Tm +(Atoms)Tj +ET +10 733.823 m +144.4 733.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 735.1082 Tm +(Atoms, syntax of)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 680.8479 Tm +(B)Tj +1 1 1 rg +14 0 0 14 10 627.5235 Tm +(Backtracking)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 609.438 m +178 609.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 610.7235 Tm +(Control Structures)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 590.638 m +161.2 590.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 591.9235 Tm +(Compound Queries)Tj +ET +10 571.838 m +228.4 571.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 573.1236 Tm +(Backtracking, and repeat/0)Tj +ET +10 553.038 m +152.8 553.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 554.3235 Tm +(Backtracking, cut)Tj +ET +10 534.238 m +262 534.238 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 535.5235 Tm +(Backtracking, versus recursion)Tj +ET +10 515.438 m +161.2 515.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 516.7235 Tm +(Boundary condition)Tj +ET +10 496.638 m +169.6 496.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 497.9235 Tm +(Boundary, condition)Tj +ET +10 477.838 m +102.4 477.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 479.1236 Tm +(break_out/1)Tj +ET +10 459.038 m +169.6 459.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 460.3235 Tm +(Built-in predicates)Tj +ET +10 440.238 m +287.2 440.238 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 441.5235 Tm +(Built-in predicates, as operators)Tj +ET +10 421.438 m +320.8 421.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 422.7235 Tm +(Built-in predicates, example trace of)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 368.4633 Tm +(C)Tj +ET +10 313.854 m +77.2 313.854 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 315.1389 Tm +(can_go/1)Tj +ET +10 295.054 m +110.8 295.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 296.3389 Tm +(can_take_s/1)Tj +ET +10 276.254 m +119.2 276.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 277.5389 Tm +(Character set)Tj +/T1_2 1 Tf +0 -1.343 TD +(Clauses)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 240.654 m +68.8 240.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 241.9389 Tm +(Rules)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 221.854 m +220 221.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 223.1389 Tm +(Getting Started: Jargon)Tj +ET +10 203.054 m +136 203.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 204.3389 Tm +(Clauses, number)Tj +ET +10 184.254 m +127.6 184.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 185.5389 Tm +(command_loop/0)Tj +ET +10 165.454 m +144.4 165.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 166.7389 Tm +(Compound queries)Tj +ET +10 146.654 m +278.8 146.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 147.9389 Tm +(Compound query, example trace of)Tj +ET +10 127.854 m +102.4 127.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 129.1389 Tm +(Conjunction)Tj +ET +10 109.054 m +85.6 109.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 110.3389 Tm +(connect/2)Tj +ET +10 90.254 m +85.6 90.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 91.5389 Tm +(consult/1)Tj +/T1_2 1 Tf +0 -1.343 TD +(Cut)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 54.654 m +52 54.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 55.9389 Tm +(Cut)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(2 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1524 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.9082 Tm +( )Tj +ET +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +26.8 752.623 m +178 752.623 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 753.9082 Tm +(Cut: Using the Cut)Tj +ET +10 733.823 m +136 733.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 735.1082 Tm +(Cut, and fail/0)Tj +ET +10 715.023 m +144.4 715.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 716.3082 Tm +(Cut, examples of)Tj +ET +10 696.223 m +270.4 696.223 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 697.5082 Tm +(Cut, performance considerations)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 643.2479 Tm +(D)Tj +ET +10 588.638 m +253.6 588.638 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 589.9235 Tm +(DCG \(Definite Clause Grammar\))Tj +ET +10 569.838 m +144.4 569.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 571.1236 Tm +(Difference lists)Tj +ET +10 551.038 m +295.6 551.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 552.3235 Tm +(Difference lists, example trace of)Tj +/T1_2 1 Tf +0 -1.343 TD +(display/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 515.438 m +68.8 515.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 516.7235 Tm +(Lists)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 496.638 m +102.4 496.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 497.9235 Tm +(Operators)Tj +ET +10 477.838 m +43.6 477.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 479.1236 Tm +(do/1)Tj +/T1_2 1 Tf +0 -1.343 TD +(door/2)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 442.238 m +161.2 442.238 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 443.5235 Tm +(Compound Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 423.438 m +178 423.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 424.7235 Tm +(Facts: Nani Search)Tj +ET +10 404.638 m +52 404.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 405.9235 Tm +(dot/2)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 351.6633 Tm +(E)Tj +1 1 1 rg +14 0 0 14 10 298.3389 Tm +(edible/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 280.254 m +161.2 280.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 281.5389 Tm +(Compound Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 261.454 m +178 261.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 262.7389 Tm +(Facts: Nani Search)Tj +/T1_2 1 Tf +-1.2 -3.876 Td +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 208.4787 Tm +(F)Tj +1 1 1 rg +14 0 0 14 10 155.1543 Tm +(Facts)Tj +/T1_1 1 Tf +T* +( )Tj +ET +26.8 137.069 m +68.8 137.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 138.3543 Tm +(Facts)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 118.269 m +220 118.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 119.5543 Tm +(Getting Started: Jargon)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 99.469 m +178 99.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 100.7543 Tm +(Facts: Nani Search)Tj +ET +10 80.669 m +60.4 80.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 81.9543 Tm +(fail/0)Tj +ET +10 61.869 m +262 61.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 63.1543 Tm +(fail/0, affect on backtracking)Tj +ET +10 43.069 m +136 43.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 44.3543 Tm +(fail/0, and cut)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(3 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1525 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +10 752.623 m +85.6 752.623 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.9082 Tm +(findall/3)Tj +ET +10 733.823 m +77.2 733.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 735.1082 Tm +(Functors)Tj +ET +10 715.023 m +186.4 715.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 716.3082 Tm +(Functors,as operators)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 662.0479 Tm +(G)Tj +ET +10 607.438 m +52 607.438 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 608.7235 Tm +(Goals)Tj +ET +10 588.638 m +144.4 588.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 589.9235 Tm +(Goals, combining)Tj +ET +10 569.838 m +136 569.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 571.1236 Tm +(Goals, ports of)Tj +ET +10 551.038 m +169.6 551.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 552.3235 Tm +(Goals, variables in)Tj +/T1_2 1 Tf +0 -1.343 TD +(goto/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 515.438 m +136 515.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 516.7235 Tm +(Managing Data)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 496.638 m +178 496.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 497.9235 Tm +(Cut: Using the Cut)Tj +ET +10 477.838 m +68.8 477.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 479.1236 Tm +(Grammar)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 424.8633 Tm +(I)Tj +ET +10 370.254 m +127.6 370.254 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 371.5389 Tm +(I/O predicates)Tj +ET +10 351.454 m +329.2 351.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 352.7389 Tm +(I/O predicates, affect on backtracking)Tj +ET +10 332.654 m +77.2 332.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 333.9389 Tm +(Integers)Tj +/T1_2 1 Tf +0 -1.343 TD +(is/2)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 297.054 m +102.4 297.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 298.3389 Tm +(Operators)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 278.254 m +110.8 278.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 279.5389 Tm +(Arithmetic)Tj +/T1_2 1 Tf +-1.2 -1.343 Td +(is_contained_in/2)Tj +/T1_1 1 Tf +T* +( )Tj +ET +26.8 242.654 m +102.4 242.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 243.9389 Tm +(Recursion)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 223.854 m +278.8 223.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 225.1389 Tm +(Recursion: How Recursion Works)Tj +ET +10 205.054 m +68.8 205.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 206.3389 Tm +(is_in/2)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 152.0786 Tm +(L)Tj +ET +10 97.469 m +119.2 97.469 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 98.7543 Tm +(list_things/1)Tj +ET +10 78.669 m +136 78.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 79.9543 Tm +(list_things_s/1)Tj +ET +10 59.869 m +52 59.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 61.1543 Tm +(Lists)Tj +ET +10 41.069 m +178 41.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 42.3543 Tm +(Lists, and recursion)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(4 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1526 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +10 752.269 m +144.4 752.269 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.5543 Tm +(Lists, character)Tj +ET +10 733.469 m +228.4 733.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 734.7543 Tm +(Lists, converting to facts)Tj +ET +10 714.669 m +152.8 714.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 715.9543 Tm +(Lists, difference)Tj +ET +10 695.869 m +169.6 695.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 697.1543 Tm +(Lists, dot notation)Tj +ET +10 677.069 m +110.8 677.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 678.3543 Tm +(Lists, empty)Tj +ET +10 658.269 m +102.4 658.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 659.5543 Tm +(Lists, head)Tj +ET +10 639.469 m +119.2 639.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 640.7543 Tm +(Lists, syntax)Tj +ET +10 620.669 m +102.4 620.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 621.9543 Tm +(Lists, tail)Tj +ET +10 601.869 m +94 601.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 603.1543 Tm +(loc_list/2)Tj +/T1_2 1 Tf +0 -1.343 TD +(location/2)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 566.269 m +337.6 566.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 567.5543 Tm +(Compound Queries: Built-in Predicates)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 547.469 m +144.4 547.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 548.7543 Tm +(Simple Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 528.669 m +161.2 528.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 529.9543 Tm +(Compound Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 509.869 m +102.4 509.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 511.1543 Tm +(Recursion)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 491.069 m +295.6 491.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 492.3543 Tm +(Simple Queries: How Queries Work)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 472.269 m +178 472.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 473.5543 Tm +(Facts: Nani Search)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 453.469 m +287.2 453.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 454.7543 Tm +(Lists: Using the List Utilities)Tj +ET +10 434.669 m +110.8 434.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 435.9543 Tm +(location_s/2)Tj +ET +10 415.869 m +152.8 415.869 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 417.1543 Tm +(Logical variables)Tj +ET +10 397.069 m +60.4 397.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 398.3543 Tm +(look/0)Tj +ET +10 378.269 m +52 378.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 379.5543 Tm +(Loops)Tj +ET +10 359.469 m +127.6 359.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 360.7543 Tm +(Loops, endless)Tj +ET +10 340.669 m +144.4 340.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 341.9543 Tm +(Loops, recursive)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 287.694 Tm +(M)Tj +ET +10 233.085 m +77.2 233.085 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 234.3697 Tm +(member/2)Tj +ET +10 214.285 m +228.4 214.285 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 215.5697 Tm +(member/2, example trace of)Tj +/T1_2 1 Tf +0 -1.343 TD +(mortal/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 178.684 m +253.6 178.684 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 179.9697 Tm +(Getting Started: Jumping In)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 159.885 m +312.4 159.885 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 161.1697 Tm +(Getting Started: Logic Programming)Tj +ET +10 141.085 m +119.2 141.085 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 142.3697 Tm +(mortal_report)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 88.1094 Tm +(N)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(5 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1527 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +10 752.623 m +136 752.623 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.9082 Tm +(naive_reverse/2)Tj +ET +10 733.823 m +144.4 733.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 735.1082 Tm +(Nani Search game)Tj +ET +10 715.023 m +278.8 715.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 716.3082 Tm +(Nani Search game, example run of)Tj +ET +10 696.223 m +236.8 696.223 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 697.5082 Tm +(Nani Search game, generally)Tj +ET +10 677.423 m +144.4 677.423 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 678.7082 Tm +(Natural language)Tj +ET +10 658.623 m +102.4 658.623 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 659.9082 Tm +(Neck symbol)Tj +ET +10 639.823 m +43.6 639.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 641.1082 Tm +(nl/0)Tj +ET +10 621.023 m +152.8 621.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 622.3082 Tm +(not/0, instead of)Tj +/T1_2 1 Tf +0 -1.343 TD +(not/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 585.423 m +152.8 585.423 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 586.7082 Tm +(Data Structures)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 566.623 m +178 566.623 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 567.9082 Tm +(Cut: Using the Cut)Tj +/T1_2 1 Tf +-1.2 -3.876 Td +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 513.6479 Tm +(O)Tj +ET +10 459.038 m +77.2 459.038 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 460.3235 Tm +(object/4)Tj +ET +10 440.238 m +43.6 440.238 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 441.5235 Tm +(op/3)Tj +/T1_2 1 Tf +0 -1.343 TD +(Operators)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 404.638 m +102.4 404.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 405.9235 Tm +(Operators)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 385.838 m +110.8 385.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 387.1236 Tm +(Arithmetic)Tj +ET +10 367.038 m +211.6 367.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 368.3235 Tm +(Operators, associativity)Tj +ET +10 348.238 m +144.4 348.238 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 349.5235 Tm +(Operators, infix)Tj +ET +10 329.438 m +220 329.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 330.7235 Tm +(Operators, nonassociative)Tj +ET +10 310.638 m +161.2 310.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 311.9235 Tm +(Operators, postfix)Tj +ET +10 291.838 m +186.4 291.838 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 293.1236 Tm +(Operators, precedence)Tj +ET +10 273.038 m +152.8 273.038 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 274.3235 Tm +(Operators, prefix)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 220.0633 Tm +(P)Tj +1 1 1 rg +14 0 0 14 10 166.7389 Tm +(person/1)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 148.654 m +253.6 148.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 149.9389 Tm +(Getting Started: Jumping In)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 129.854 m +312.4 129.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 131.1389 Tm +(Getting Started: Logic Programming)Tj +ET +10 111.054 m +52 111.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 112.3389 Tm +(Ports)Tj +ET +10 92.254 m +102.4 92.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 93.5389 Tm +(Ports, redo)Tj +ET +10 73.454 m +94 73.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 74.7389 Tm +(Precedence)Tj +ET +10 54.654 m +194.8 54.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 55.9389 Tm +(Precedence, overriding)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(6 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1528 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +10 752.623 m +220 752.623 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 753.9082 Tm +(Precedence, problems with)Tj +/T1_2 1 Tf +0 -1.343 TD +(Predicates)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 717.023 m +152.8 717.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 718.3082 Tm +(Getting Started)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 698.223 m +220 698.223 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 699.5082 Tm +(Getting Started: Jargon)Tj +ET +10 679.423 m +152.8 679.423 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 680.7082 Tm +(Predicates, arity)Tj +ET +10 660.623 m +194.8 660.623 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 661.9082 Tm +(Predicates, arity of 0)Tj +ET +10 641.823 m +178 641.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 643.1082 Tm +(Predicates, built-in)Tj +ET +10 623.023 m +169.6 623.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 624.3082 Tm +(Predicates, name of)Tj +ET +10 604.223 m +60.4 604.223 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 605.5082 Tm +(Prolog)Tj +ET +10 585.423 m +220 585.423 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 586.7082 Tm +(Prolog data vs. procedure)Tj +/T1_2 1 Tf +0 -1.343 TD +(Prolog listener)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 549.823 m +68.8 549.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 551.1082 Tm +(Facts)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 531.023 m +253.6 531.023 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 532.3082 Tm +(Getting Started: Jumping In)Tj +/T1_2 1 Tf +-1.2 -1.343 Td +(Prolog, flow of control)Tj +/T1_1 1 Tf +T* +( )Tj +ET +26.8 495.423 m +178 495.423 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 496.7082 Tm +(Control Structures)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 476.623 m +178 476.623 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 477.9082 Tm +(Rules: Using Rules)Tj +ET +10 457.823 m +161.2 457.823 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 459.1082 Tm +(Prolog, origins of)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 404.8479 Tm +(Q)Tj +ET +10 350.238 m +68.8 350.238 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 351.5235 Tm +(Queries)Tj +ET +10 331.438 m +152.8 331.438 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 332.7235 Tm +(Queries, compound)Tj +ET +10 312.638 m +236.8 312.638 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 313.9235 Tm +(Queries, simple examples of)Tj +/T1_2 1 Tf +T* +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 259.6633 Tm +(R)Tj +ET +10 205.054 m +85.6 205.054 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 206.3389 Tm +(Recursion)Tj +ET +10 186.254 m +245.2 186.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 187.5389 Tm +(Recursion, example, trace of)Tj +/T1_2 1 Tf +0 -1.343 TD +(Recursion, performance considerations)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 150.654 m +203.2 150.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 151.9389 Tm +(Recursion: Pragmatics)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 131.854 m +379.6 131.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 133.1389 Tm +(Control Structures: Recursive Control Loop)Tj +ET +10 113.054 m +262 113.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 114.3389 Tm +(Recursion, versus backtracking)Tj +ET +10 94.254 m +127.6 94.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 95.5389 Tm +(Recursive case)Tj +ET +10 75.454 m +77.2 75.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 76.7389 Tm +(repeat/0)Tj +ET +10 56.654 m +85.6 56.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 57.9389 Tm +(retract/1)Tj +/T1_2 1 Tf +0 -1.343 TD +(room/1)Tj +ET +EMC +/Artifact <>BDC +Q +0 0 0 rg +BT +/T1_0 1 Tf +9 0 0 9 18 7.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm \(7 of 9\)11/3/2006 7:0\ 6:23 PM)Tj +ET +EMC + +endstream endobj 1529 0 obj<>stream +/Artifact <>BDC +0 0 0 rg +0 i +BT +/T1_0 1 Tf +0 Tc 0 Tw 0 Ts 100 Tz 0 Tr 9 0 0 9 18 780.17 Tm +(http://www.amzi.com/AdventureInProlog/advidx.htm)Tj +ET +EMC +/WebCaptureBG BMC +/WebCaptureFN <>BDC +q +0 18 612 756 re +W* n +/Artifact <>BDC +Q +0 0 0.333 rg +10 18 602 756 re +f +EMC +EMC +EMC +/Article <>BDC +q +0 18 612 756 re +W* n +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 752.3389 Tm +( )Tj +ET +1 1 1 RG +0.428 w 10 M 0 j 0 J []0 d +26.8 751.054 m +144.4 751.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 752.3389 Tm +(Simple Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 732.254 m +178 732.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 733.5389 Tm +(Facts: Nani Search)Tj +/T1_2 1 Tf +-1.2 -1.343 Td +(Rules)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 696.654 m +68.8 696.654 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 697.9389 Tm +(Rules)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 677.854 m +220 677.854 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 679.1389 Tm +(Getting Started: Jargon)Tj +ET +10 659.054 m +211.6 659.054 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 660.3389 Tm +(Rules, example, trace of)Tj +ET +10 640.254 m +136 640.254 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 641.5389 Tm +(Rules, multiple)Tj +ET +10 621.454 m +161.2 621.454 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 622.7389 Tm +(Rules, unification)Tj +/T1_2 1 Tf +0 -3.876 TD +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 568.4787 Tm +(S)Tj +ET +10 513.869 m +77.2 513.869 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 515.1543 Tm +(sleeps/1)Tj +ET +10 495.069 m +169.6 495.069 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 496.3543 Tm +(Source code loading)Tj +ET +10 476.269 m +94 476.269 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 477.5543 Tm +(Structures)Tj +ET +10 457.469 m +169.6 457.469 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 458.7543 Tm +(Structures, complex)Tj +ET +10 438.669 m +203.2 438.669 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 439.9543 Tm +(Structures, unification)Tj +/T1_2 1 Tf +T* +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 385.694 Tm +(T)Tj +ET +10 331.085 m +52 331.085 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 332.3697 Tm +(tab/1)Tj +ET +10 312.285 m +60.4 312.285 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 313.5697 Tm +(take/1)Tj +ET +10 293.484 m +119.2 293.484 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 294.7697 Tm +(take_object/1)Tj +ET +10 274.684 m +127.6 274.684 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 275.9697 Tm +(tastes_yucky/1)Tj +ET +10 255.885 m +52 255.885 l +S +BT +/T1_1 1 Tf +14 0 0 14 10 257.1697 Tm +(Terms)Tj +/T1_2 1 Tf +T* +( )Tj +1 1 0 rg +16.1538 0 0 16.1538 26.8 202.9094 Tm +(U)Tj +ET +10 148.3 m +152.8 148.3 l +S +1 1 1 rg +BT +/T1_1 1 Tf +14 0 0 14 10 149.5851 Tm +(unbound variables)Tj +/T1_2 1 Tf +0 -1.343 TD +(Unification)Tj +/T1_1 1 Tf +0 -1.2 TD +( )Tj +ET +26.8 112.7 m +119.2 112.7 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 113.9851 Tm +(Unification)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 93.9 m +144.4 93.9 l +S +BT +/T1_1 1 Tf +14 0 0 14 26.8 95.1851 Tm +(Simple Queries)Tj +-1.2 -1.343 Td +( )Tj +ET +26.8 75.1 m +295.6 75.1 l +S +BT 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