
diwaliyapan kii bhavishyavani

diwaliyapan kii bhavishyavani diwaliyapan kii bhavishyavani karane aur saarvajanik farmon key vittiya sankat key vibhinn upaayon kii kalaa haye. yeh vitt aur lekhankan anusandhaan kaa ack vishal kshetra haye. kshetra kaa mahatva aanshik roop seey lendaaron aur niveshakon key liye iss sambhavana kaa mulyankan karane mein prasangikta key kaaran haye kii ack firm diwalia hoe sakati haye.
shodh kii matra bhee detta kii upalabdhata kaa ack kaary haih saarvajanik farmon key liye joe diwalia hoe gaye yaa naheen hue, kaee lekhankan anupaat joe khatare kaa sanket dey sakate hain, unaki ganana kii jaa sakati haye, aur kaee anya sambhaavit vyakhyatmak charr bhee upalabdh hain. natijatan, yeh kshetra teji seey parishkrit, detta-gahan purvanuman drishtikon key pareekshan key liye achchi tarah seey upayukt haye.
itihas.
diwaliyapan kii bhavishyavani key itihas mein kaee saankhyikiya upkaranon kaa upayog shamil haye joe dheere-dheere upalabdh hoe gaye, aur isamen praarambhik vishleshanon mein vibhinn nuksaanon kii gahanata shamil haye. shodh abhee bhee prakaashit kiya gayaa haye joe kaee varshon seey samajhe jaane vaale nuksaanon seey peedit haye.
diwaliyapan kii bhavishyavani cumm seey cumm 1932 seey aupchaarik vishleshan kaa vishay rahee haye, jaba fitzpatrick ney 20 jodee farmon kaa ack adhyayan prakaashit kiya, jisamen seey ack asafal rahee aur ack jeevit rahee, tarikh, aakar aur udyog key anusaar, "pramaanit saarvajanik lekhakar" mein. unhone saankhyikiya vishleshan naheen kiya jaisa kii abb aam haye, lekin unhone soch-samajhkar anupaaton aur rujhaanon kii vyakhya kii. unaki vyakhya prabhaavi roop seey ack jatil, kaee parivartaniya vishleshan thee.
1967 mein, villium beaver ney ack samaan jodee-milan namoone key bheetar vyaktigat lekhankan anupaat key mahatva kaa mulyankan karane key liye tii-pareekshan lagu kiye.
1968 mein, pahale aupchaarik ekaadhik charr vishleshan mein, edward aaee. altman ney ack jodee-milan namoone key bheetar kaee bhedbhavpurna vishleshan lagu kiye. diwaliyapan kii bhavishyavani key sabse pramukh praarambhik model mein seey ack altman jaid-score haye, joe aaj bhee lagu haye.
1980 mein, james olson ney ack bahut badey namoone mein loggit pratigaman lagu kiya jisamen jodee-milan shamil naheen thaa.
aadhunik tareeke.
companiyon key diwaliyapan kii bhavishyavani karna kaee arthshastriyon key liye ack germ vishay rhaa haye. kissy company key vittiya sankat koo vikasit karane aur bhavishyavani karane kaa tark shodhkarta key liye ruchi key kaee aarthik charon koo jodkar company kii vittiya sthiti kaa purvanuman lagaane key liye upayog kiya jaane vaalaa ack bhavishyasoochak model vikasit karna haye. adhyayan ney paathgat prakateekaran kaa upayog karke corporate diwaliyapan purvanuman key liye gahan shikshan model pesh karane kii maang kii. adhyayan ney kenya mein soochibaddh companiyon key aadhar parr diwaliyapan kii bhavishyavani karane key liye ack vyaapak adhyayan model kaa nirmaan kiya. adhyayan aabaadi mein duss varshon key liye nairobi pratibhooti vinimay mein sabhi 64 soochibaddh companiyan shamil theen. logistic vishleshan kaa upayog ack company key vittiya sankat kii bhavishyavani karane key liye ack model banaane mein kiya gayaa thaa. nishkarshon seey pataa chalaa kii parisampatti karobar, kull parisampatti aur kaaryasheel poonji anupaat mein sakaratmak gunank they. doosari or, inventory turnover, rinn-equity anupaat, dendaariyon kaa turnover, rinn anupaat aur vartamaan anupaat mein nakaratmak gunank they. adhyayan ney nishkarsh nikala kii inventory turnover, parisampatti turnover, rinn-equity anupaat, dendaariyon kaa turnover, kull parisampatti, rinn anupaat, vartamaan anupaat aur kaaryasheel poonji anupaat diwaliyapan kii bhavishyavani karane key liye sabse mahatvapurna anupaat they (ogachi, dee.; endege, aar.; gaturu, pee.; zolton, jaid. (2020)
alag-alag drishtikonon kii tulanaa.
diwaliyapan aur diwala bhavishyavani key kshetra mein navintam shodh vibhinn alag-alag drishtikonon, modeling takneekon aur vyaktigat models kii tulanaa kartaa haye taaki yeh pataa lagaaya jaa sakey kii kyaa koee ack takneek apane samkakshon seey behtar haye.
jackson aind wood (2013) aaj taka key saahitya kii kaee sameekshaon mein seey ack haye, aur isamen maujooda saahitya key 15 lokpriya models kaa anubhavjanya mulyankan shamil haye. yeye model beaver key ack-bhinn model seey laker altman aur olson key bahuayami model taka hain, aur adhik halia takneekon koo jaari rakhate hain jinamen vikalp mulyankan drishtikon shamil hain. way paate hain kii bajar key aankadon parr adharit model-jaise kii ack vikalp mulyankan drishtikon-una pahale key model seey behtar pradarshan karate hain joe lekhankan sankhya parr bahut adhik bharosa karate hain.
jhaang, wang aur jee (2013) ney diwaliyapan kii bhavishyavani kii samasya koo hull karane key liye ack naee niyam-adharit pranali kaa prastaav rakhaa. poori prakriya mein nimnalikhit chaar charan hotey hainh pahala, sabse mahatvapurna visheshtaon koo nikaalane key liye anukramik aage chayan kaa upayog kiya gayaa thaa; doosara, diye gaye dataset koo fitt karane key liye ack niyam-adharit model chunaa gayaa thaa kyonki yeh bhautik arth prastut curr sakata haye; teesara, ack aanuvanshik cheenti coloney algorithm (gaaka) pesh kiya gayaa thaa; fitness scaling ranneeti aur arajak operator koo gaaka key saath shamil kiya gayaa thaa, ack nayaa algorithm-fitness-scaling arajak gaaka (aff. aiss. see. jee. aeye. see.), jiska upayog niyam-adharit model key ishtatam maapdandon kii talash key liye kiya gayaa thaa; aur anta mein, stareekrit key-gunaa cross-validation takneek kaa upayog model key saamaanyikaran koo badhaane key liye kiya gayaa thaa.
kuchh srot hain jahan diwaliyapan kii bhavishyavani key liye detta praapt kiya jaa sakata haye. anya key beach yuu. see. ell. aeye.-lopki databases, joe octuber-97 seey laker vartamaan taka badee americi company key diwaliyapan koo dekhta haye aur sanghiya nyaayik kendra joe 2008 seey diwaliyapan koo dekhta haye. kuchh vittiya pradaataon ney bhavishya key diwaliyapan jokhimon kii bhavishyavani karane key prayaas key liye machine learning model key saath inn dataset kaa upayog karna shuru curr diyaa haye. yeh ack ubharata huaa kshetra haye aur humm ummeed karate hain kii bhavishya key shodh mein asanrachit vittiya detta aur bhavishyavaniyon key model mein vaikalpik detta sroton kaa upayog kiya jaayega.
sandarbh.
ogachi, dee.; endege, aar.; gaturu, pee.; zolton, jaid. corporate diwaliyapan bhavishyavani model, kenya mein soochibaddh companiyon parr ack vishesh dhyaan. jey. jokhim vittiya prabandhan. 2020, 13, 47.org/10.3390 jrfm13030047