Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0] | [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0]
articulation_points
minimum: key: [0.933 0.734 0.037 0.441], initial_trace: 0 trace | min:
1, 2 | 2
minimum
find_maximum_subarray_kadane: key: [0.275 0.256 0.602 0.115 0.185 -0.3 -0.672 -0.789 0.045 0.751 0.058 -0.728 0.408 0.336 0.524 -0.879 0.189 -0.568 0.342 0.361 -0.036 -0.148 -0.592 -0.201 0.884 0.236 0.096 -0.767 0.019 0.072 0.201], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 1), (0, 2), (0, 3), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4), (0, 4) | (0, 4)
find_maximum_subarray_kadane
dijkstra: s: 2, A: [[0 0 0.488 0 0], [0 0 0 0 0], [0.488 0 0 0 0.052], [0 0 0 0 0], [0 0 0.052 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[2 1 2 3 2], [2 1 2 3 2] | [2 1 2 3 2]
dijkstra
bellman_ford: s: 6, A: [[0.646 0 0 0 0 0 0 0 0.571 0 0 0 0.307 0.432 0 0.212 0.289 0 0], [0 0 0.428 0 0 0.893 0 0.62 0.291 0 0 0 0 0.321 0 0 0 0.473 0], [0 0.428 0.066 0.335 0.704 0 0 0 0 0 0 0 0.874 0 0 0 0.592 0.419 0], [0 0 0.335 0.435 0 0 0.379 0 0 0 0 0 0 0 0 0.366 0 0 0], [0 0 0.704 0 0.061 0.549 0 0 0.08 0 0 0 0 0 0.382 0 0.067 0.16 0], [0 0.893 0 0 0.549 0.131 0 0 0 0 0 0 0 0.566 0 0 0.185 0.308 0], [0 0 0 0.379 0 0 0.103 0 0 0 0 0 0 0 0 0 0 0.754 0], [0 0.62 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.642 0 0.663], [0.571 0.291 0 0 0.08 0 0 0 0 0.213 0 0.674 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.213 0 0 0 0 0.294 0 0.363 0 0.27 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.674 0 0 0 0 0 0 0 0 0 0], [0.307 0 0.874 0 0 0 0 0 0 0 0 0 0 0 0.517 0 0 0 0], [0.432 0.321 0 0 0 0.566 0 0 0 0.294 0 0 0 0.949 0 0.678 0.098 0 0], [0 0 0 0 0.382 0 0 0 0 0 0 0 0.517 0 0.376 0 0 0 0], [0.212 0 0 0.366 0 0 0 0 0 0.363 0 0 0 0.678 0 0.872 0.518 0.749 0], [0.289 0 0.592 0 0.067 0.185 0 0.642 0 0 0 0 0 0.098 0 0.518 0 0 0], [0 0.473 0.419 0 0.16 0.308 0.754 0 0 0.27 0 0 0 0 0 0.749 0 0 0.374], [0 0 0 0 0 0 0 0.663 0 0 0 0 0 0 0 0 0 0.374 0.554]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 6 4 5 6 7 8 9 10 11 12 13 14 15 16 6 18], [0 17 3 6 17 17 6 7 8 17 10 11 12 13 14 3 16 6 17], [15 2 3 6 17 17 6 18 4 17 10 11 2 9 4 3 4 6 17] | [15 2 3 6 17 17 6 16 4 17 10 8 0 16 4 3 4 6 17]
bellman_ford
graham_scan: x: [-1.48 -1.2 -0.055 -0.629 1.13], y: [-1.2 -1.19 1.49 1.39 1.45], initial_trace: [0 0 0 0 0] trace | in_hull:
[1 0 0 0 0], [1 0 0 0 0], [1 1 0 0 0], [1 1 0 0 1], [1 1 1 0 1] | [1 1 1 1 1]
graham_scan
optimal_bst: p: [0.013 0.087 0.009 0.088 0.008 0.001 0.072 0.055 0.056 0.078 0], q: [0.014 0.074 0.063 0.076 0.053 0.002 0.04 0.09 0.034 0.08 0.01], initial_trace: [[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0 0], [0 0 0 0 0 0 5 0 0 0 0], [0 0 0 0 0 0 0 6 0 0 0], [0 0 0 0 0 0 0 0 7 0 0], [0 0 0 0 0 0 0 0 0 8 0], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0], [0 0 0 2 3 0 0 0 0 0 0], [0 0 0 0 3 3 0 0 0 0 0], [0 0 0 0 0 4 4 0 0 0 0], [0 0 0 0 0 0 5 6 0 0 0], [0 0 0 0 0 0 0 6 6 0 0], [0 0 0 0 0 0 0 0 7 7 0], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 0 0 0 0 0 0 0], [0 0 1 1 1 0 0 0 0 0 0], [0 0 0 2 3 3 0 0 0 0 0], [0 0 0 0 3 3 3 0 0 0 0], [0 0 0 0 0 4 4 6 0 0 0], [0 0 0 0 0 0 5 6 6 0 0], [0 0 0 0 0 0 0 6 6 7 0], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 0 0 0 0 0 0], [0 0 1 1 1 1 0 0 0 0 0], [0 0 0 2 3 3 3 0 0 0 0], [0 0 0 0 3 3 3 3 0 0 0], [0 0 0 0 0 4 4 6 6 0 0], [0 0 0 0 0 0 5 6 6 7 0], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 0 0 0 0 0], [0 0 1 1 1 1 3 0 0 0 0], [0 0 0 2 3 3 3 3 0 0 0], [0 0 0 0 3 3 3 3 6 0 0], [0 0 0 0 0 4 4 6 6 7 0], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 3 0 0 0 0], [0 0 1 1 1 1 3 3 0 0 0], [0 0 0 2 3 3 3 3 6 0 0], [0 0 0 0 3 3 3 3 6 6 0], [0 0 0 0 0 4 4 6 6 7 7], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 3 3 0 0 0], [0 0 1 1 1 1 3 3 3 0 0], [0 0 0 2 3 3 3 3 6 6 0], [0 0 0 0 3 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 7 7], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 3 3 3 0 0], [0 0 1 1 1 1 3 3 3 3 0], [0 0 0 2 3 3 3 3 6 6 6], [0 0 0 0 3 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 7 7], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 3 3 3 3 0], [0 0 1 1 1 1 3 3 3 3 6], [0 0 0 2 3 3 3 3 6 6 6], [0 0 0 0 3 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 7 7], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]] | [[0 0 1 1 1 1 3 3 3 3 3], [0 0 1 1 1 1 3 3 3 3 6], [0 0 0 2 3 3 3 3 6 6 6], [0 0 0 0 3 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 7 7], [0 0 0 0 0 0 5 6 6 7 7], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]]
optimal_bst
mst_kruskal: A: [[0.435 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.272], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.387 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.387 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0.272 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0]]
mst_kruskal
mst_prim: s: 18, A: [[0.473 0.085 0 0.97 0 0 0.725 0 0 0.269 0.222 0.382 0 0 0.115 0 0.73 0 0], [0.085 0.168 0.314 0 0 0 0 0.34 0 0.709 0.181 0 0 0 0 0 0.405 0.872 0.719], [0 0.314 0.684 0 0 0 0 0 0.18 0 0 0 0 0 0 0 0 0 0], [0.97 0 0 0 0 0.542 0 0 0 0 0.15 0 0.156 0 0 0 0 0 0], [0 0 0 0 0.245 0 0 0.071 0 0.784 0 0 0.298 0 0.438 0.691 0 0 0], [0 0 0 0.542 0 0 0 0.25 0.634 0 0.267 0 0 0 0 0 0 0 0], [0.725 0 0 0 0 0 0.06 0.4 0 0.331 0 0.358 0 0 0 0.706 0 0 0], [0 0.34 0 0 0.071 0.25 0.4 0 0 0.388 0 0 0 0 0 0 0 0 0], [0 0 0.18 0 0 0.634 0 0 0 0 0 0 0 0 0 0 0 0.62 0.366], [0.269 0.709 0 0 0.784 0 0.331 0.388 0 0.718 0 0 0.21 0 0 0 0 0.258 0.155], [0.222 0.181 0 0.15 0 0.267 0 0 0 0 0.329 0 0 0 0.662 0.44 0.164 0.583 0], [0.382 0 0 0 0 0 0.358 0 0 0 0 0 0 0.692 0 0.055 0 0 0.747], [0 0 0 0.156 0.298 0 0 0 0 0.21 0 0 0.499 0.629 0 0.448 0 0 0.603], [0 0 0 0 0 0 0 0 0 0 0 0.692 0.629 0.634 0 0 0.543 0 0], [0.115 0 0 0 0.438 0 0 0 0 0 0.662 0 0 0 0 0.44 0 0.25 0], [0 0 0 0 0.691 0 0.706 0 0 0 0.44 0.055 0.448 0 0.44 0.229 0.472 0 0], [0.73 0.405 0 0 0 0 0 0 0 0 0.164 0 0 0.543 0 0.472 0 0 0], [0 0.872 0 0 0 0 0 0 0.62 0.258 0.583 0 0 0 0.25 0 0 0.218 0], [0 0.719 0 0 0 0 0 0 0.366 0.155 0 0.747 0.603 0 0 0 0 0 0.298]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 18 2 3 4 5 6 7 18 18 10 18 18 13 14 15 16 17 18], [9 9 2 3 9 5 9 9 18 18 10 18 9 13 14 15 16 9 18], [9 9 2 12 12 5 9 9 18 18 10 18 9 12 14 12 16 9 18], [9 9 2 12 12 3 9 9 18 18 3 18 9 12 14 12 16 9 18], [10 10 2 12 12 10 9 9 18 18 3 18 9 12 10 10 10 9 18], [10 10 2 12 12 10 9 9 18 18 3 18 9 16 10 10 10 9 18], [1 10 1 12 12 10 9 1 18 18 3 18 9 16 10 10 10 9 18], [1 10 1 12 12 10 9 1 18 18 3 0 9 16 0 10 10 9 18], [1 10 1 12 12 10 9 1 18 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 12 10 9 1 18 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 12 10 9 5 18 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 18 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 18 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 2 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 2 18 3 0 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 2 18 3 6 9 16 0 10 10 14 18], [1 10 1 12 7 10 9 5 2 18 3 6 9 16 0 11 10 14 18], [1 10 1 12 7 10 9 5 2 18 3 6 9 16 0 11 10 14 18] | [1 10 1 12 7 10 9 5 2 18 3 6 9 16 0 11 10 14 18]
mst_prim
activity_selector: s: [0.043 0.883 0.438 0.053], f: [0.441 0.968 0.835 0.377], initial_trace: [0 0 0 0] trace | selected:
[0 0 0 1], [0 0 0 1], [0 0 1 1] | [0 1 1 1]
activity_selector
bellman_ford: s: 6, A: [[0.58 0 0 0 0 0.788 0 0 0 0 0], [0 0.476 0 0 0 0 0 0.765 0 0 0], [0 0 0.883 0 0.787 0 0 0 0 0.646 0.903], [0 0 0 0.395 0 0.296 0 0.275 0 0 0], [0 0 0.787 0 0 0 0.147 0 0 0 0], [0.788 0 0 0.296 0 0.84 0 0 0 0.42 0], [0 0 0 0 0.147 0 0 0.261 0 0.764 0], [0 0.765 0 0.275 0 0 0.261 0.778 0 0 0], [0 0 0 0 0 0 0 0 0.675 0 0.551], [0 0 0.646 0 0 0.42 0.764 0 0 0 0], [0 0 0.903 0 0 0 0 0 0.551 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 6 5 6 6 8 6 10], [0 7 4 7 6 9 6 6 8 6 10], [5 7 4 7 6 3 6 6 8 6 2] | [5 7 4 7 6 3 6 6 10 6 2]
bellman_ford
find_maximum_subarray_kadane: key: [0.749 -0.146 0.762 0.492 0.762 -0.05 0.396 -0.935 0.549 -0.944 0.067 -0.984], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 2), (0, 3), (0, 4), (0, 4), (0, 6), (0, 6), (0, 6), (0, 6), (0, 6) | (0, 6)
find_maximum_subarray_kadane
graham_scan: x: [1.76 0.026 0.342 1.01 -0.328 -0.37 0.81 -1.28 0.59 0.587 1.98 0.844], y: [-0.587 0.484 -0.49 0.496 -1.51 0.494 -1.78 0.884 0.997 1.7 -0.26 -1.43], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 0], [1 0 0 0 0 0 1 0 0 0 1 1], [1 0 0 0 0 0 1 0 0 0 1 0], [1 0 0 1 0 0 1 0 0 0 1 0], [1 0 0 0 0 0 1 0 0 0 1 0], [1 0 0 0 0 0 1 0 0 1 1 0], [1 0 0 0 0 0 1 0 1 1 1 0], [1 0 0 0 0 0 1 0 0 1 1 0], [1 1 0 0 0 0 1 0 0 1 1 0], [1 1 1 0 0 0 1 0 0 1 1 0], [1 1 0 0 0 0 1 0 0 1 1 0], [1 0 0 0 0 0 1 0 0 1 1 0], [1 0 0 0 0 1 1 0 0 1 1 0], [1 0 0 0 0 0 1 0 0 1 1 0], [1 0 0 0 0 0 1 1 0 1 1 0] | [1 0 0 0 1 0 1 1 0 1 1 0]
graham_scan
mst_kruskal: A: [[0 0 0 0 0 0 0 0 0.359 0], [0 0 0 0 0 0.838 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0.838 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.0951 0.498 0 0], [0 0 0 0 0 0 0.498 0 0 0], [0.359 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]]
mst_kruskal
bellman_ford: s: 19, A: [[0.084 0 0.626 0 0.409 0 0 0.227 0 0 0 0 0 0 0 0 0.659 0 0 0 0 0 0 0.365 0.429 0 0 0.59 0 0 0], [0 0.88 0 0 0 0 0.696 0 0 0 0 0.041 0.439 0 0 0.165 0 0 0 0 0 0 0 0 0 0.342 0 0 0 0.764 0.495], [0.626 0 0.328 0 0 0 0 0.178 0.58 0 0 0 0 0.601 0.372 0.443 0 0.367 0 0 0.535 0.527 0 0 0 0 0 0.574 0 0 0], [0 0 0 0.291 0 0.572 0 0 0 0 0.033 0.693 0 0 0 0 0 0 0 0 0.6 0 0 0.36 0.427 0 0 0 0.435 0.882 0.776], [0.409 0 0 0 0.105 0.146 0 0 0 0 0.051 0 0.113 0 0 0 0 0.089 0 0 0 0 0 0 0 0.48 0 0.604 0 0 0], [0 0 0 0.572 0.146 0 0 0.305 0 0 0 0.594 0 0 0.204 0.922 0 0.316 0 0 0.178 0 0 0 0 0 0.702 0.55 0 0.648 0.937], [0 0.696 0 0 0 0 0.585 0 0 0 0.118 0 0 0 0 0 0 0 0 0 0.236 0 0.163 0 0 0.341 0 0 0 0 0], [0.227 0 0.178 0 0 0.305 0 0.898 0 0.492 0 0 0 0 0 0.79 0 0.041 0.406 0 0 0 0.262 0 0 0 0.969 0 0.818 0.767 0], [0 0 0.58 0 0 0 0 0 0 0 0.654 0 0 0 0 0 0.095 0 0 0 0 0 0.256 0.434 0 0 0 0 0 0.577 0], [0 0 0 0 0 0 0 0.492 0 0 0 0 0 0.328 0 0.713 0 0 0 0 0 0 0 0 0.68 0 0.819 0 0.453 0 0], [0 0 0 0.033 0.051 0 0.118 0 0.654 0 0.1 0 0 0 0 0.4 0.819 0 0 0 0.144 0 0 0 0 0 0.712 0.593 0.446 0.479 0], [0 0.041 0 0.693 0 0.594 0 0 0 0 0 0 0 0 0 0.483 0 0 0 0 0 0 0 0 0 0 0 0.72 0 0 0], [0 0.439 0 0 0.113 0 0 0 0 0 0 0 0 0 0 0.666 0 0 0 0 0 0 0 0 0 0.32 0 0 0.227 0.701 0.374], [0 0 0.601 0 0 0 0 0 0 0.328 0 0 0 0 0 0 0.415 0 0 0 0 0.353 0 0 0 0 0.522 0.261 0 0.404 0], [0 0 0.372 0 0 0.204 0 0 0 0 0 0 0 0 0 0.278 0 0 0.514 0 0 0 0.552 0 0 0 0 0.615 0 0 0], [0 0.165 0.443 0 0 0.922 0 0.79 0 0.713 0.4 0.483 0.666 0 0.278 0 0 0 0 0 0 0 0.854 0 0 0 0.147 0.605 0.7 0 0], [0.659 0 0 0 0 0 0 0 0.095 0 0.819 0 0 0.415 0 0 0.118 0 0 0 0 0 0.249 0 0 0.234 0 0.572 0 0 0.34], [0 0 0.367 0 0.089 0.316 0 0.041 0 0 0 0 0 0 0 0 0 0.912 0.261 0 0 0 0 0 0.671 0.342 0 0 0.312 0 0.728], [0 0 0 0 0 0 0 0.406 0 0 0 0 0 0 0.514 0 0 0.261 0.252 0.287 0 0 0 0 0 0.327 0 0.972 0 0.647 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.287 0 0 0 0 0 0 0 0.571 0 0.506 0 0], [0 0 0.535 0.6 0 0.178 0.236 0 0 0 0.144 0 0 0 0 0 0 0 0 0 0 0 0 0 0.746 0.506 0 0 0.617 0 0], [0 0 0.527 0 0 0 0 0 0 0 0 0 0 0.353 0 0 0 0 0 0 0 0 0 0 0.184 0 0 0 0 0.43 0.719], [0 0 0 0 0 0 0.163 0.262 0.256 0 0 0 0 0 0.552 0.854 0.249 0 0 0 0 0 0.486 0 0 0 0 0 0 0.933 0.705], [0.365 0 0 0.36 0 0 0 0 0.434 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.551 0 0.671 0 0 0.931], [0.429 0 0 0.427 0 0 0 0 0 0.68 0 0 0 0 0 0 0 0.671 0 0 0.746 0.184 0 0 0.762 0 0.444 0.557 0 0 0], [0 0.342 0 0 0.48 0 0.341 0 0 0 0 0 0.32 0 0 0 0.234 0.342 0.327 0 0.506 0 0 0.551 0 0 0 0 0 0 0.331], [0 0 0 0 0 0.702 0 0.969 0 0.819 0.712 0 0 0.522 0 0.147 0 0 0 0.571 0 0 0 0 0.444 0 0 0 0 0 0], [0.59 0 0.574 0 0.604 0.55 0 0 0 0 0.593 0.72 0 0.261 0.615 0.605 0.572 0 0.972 0 0 0 0 0.671 0.557 0 0 0 0.519 0.106 0], [0 0 0 0.435 0 0 0 0.818 0 0.453 0.446 0 0.227 0 0 0.7 0 0.312 0 0.506 0.617 0 0 0 0 0 0 0.519 0 0 0.279], [0 0.764 0 0.882 0 0.648 0 0.767 0.577 0 0.479 0 0.701 0.404 0 0 0 0 0.647 0 0 0.43 0.933 0 0 0 0 0.106 0 0 0], [0 0.495 0 0.776 0 0.937 0 0 0 0 0 0 0.374 0 0 0 0.34 0.728 0 0 0 0.719 0.705 0.931 0 0.331 0 0 0.279 0 0.724]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 19 20 21 22 23 24 25 19 27 19 29 30], [0 1 2 28 4 26 6 18 8 28 28 11 28 26 18 26 16 18 19 19 28 21 22 23 26 18 19 28 19 18 28], [7 15 7 28 17 17 25 17 29 28 28 15 28 26 18 26 25 18 19 19 10 24 7 25 26 18 19 28 19 18 28], [7 15 7 28 17 4 25 17 16 28 4 1 28 26 18 26 25 18 19 19 5 24 7 25 26 18 19 28 19 18 28], [7 15 7 10 17 4 10 17 16 28 4 1 28 26 18 26 25 18 19 19 10 24 7 25 26 18 19 28 19 18 28] | [7 15 7 10 17 4 10 17 16 28 4 1 28 26 18 26 25 18 19 19 10 24 7 3 26 18 19 28 19 18 28]
bellman_ford
articulation_points: A: [[0 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0] | [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0]
articulation_points
naive_string_matcher: string: [0 0 0 1], key: [1 3 0 3], initial_trace: 0 trace | s:
| 1
naive_string_matcher
bfs: s: 4, A: [[1 0 0 1 1 0 1 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 1 0 1 1 0 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 0 1 0 1 0 0 1 0], [0 0 1 0 0 1 1 0 0 0 0 0 0 0 0], [1 1 0 0 0 1 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 1 0 1 0 0 0 0 0 0 1 0 0 0], [1 1 0 0 0 0 1 0 0 1 1 0 1 0 0], [0 0 0 0 1 0 1 0 0 1 0 0 1 1 1], [0 0 0 0 0 0 0 1 1 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1 0 1 0 0], [1 0 0 0 1 0 0 0 0 0 1 1 0 1 0], [0 0 0 1 0 0 0 0 0 0 1 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[4 1 2 3 4 5 6 7 4 9 4 11 12 4 14], [4 8 8 0 4 5 0 7 4 0 4 8 10 4 10] | [4 8 8 0 4 2 0 11 4 0 4 8 10 4 10]
bfs
segments_intersect: x: [0.837 0.19 0.994 0.6], y: [0.766 0.393 0.798 0.713] intersect:
1
segments_intersect
dijkstra: s: 11, A: [[0.17 0 0 0 0 0 0 0 0.409 0.766 0.725 0.06 0 0 0], [0 0 0 0.322 0 0 0 0 0 0.167 0.49 0 0 0 0.32], [0 0 0.517 0.69 0 0 0 0.634 0 0 0 0.522 0 0 0], [0 0.322 0.69 0 0 0 0.208 0 0 0 0 0.099 0 0.373 0], [0 0 0 0 0 0 0 0 0 0 0.65 0 0 0 0], [0 0 0 0 0 0 0.121 0 0 0.641 0 0 0 0 0.488], [0 0 0 0.208 0 0.121 0.399 0.032 0 0 0 0 0 0 0], [0 0 0.634 0 0 0 0.032 0 0 0 0.579 0.134 0 0 0], [0.409 0 0 0 0 0 0 0 0.233 0.164 0.831 0 0 0.299 0], [0.766 0.167 0 0 0 0.641 0 0 0.164 0 0 0.459 0 0 0], [0.725 0.49 0 0 0.65 0 0 0.579 0.831 0 0 0 0 0 0], [0.06 0 0.522 0.099 0 0 0 0.134 0 0.459 0 0.655 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.452], [0 0 0 0.373 0 0 0 0 0.299 0 0 0 0 0 0], [0 0.32 0 0 0 0.488 0 0 0 0 0 0 0.452 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[11 1 11 11 4 5 6 11 8 11 10 11 12 13 14], [11 1 11 11 4 5 6 11 0 11 0 11 12 13 14], [11 3 11 11 4 5 3 11 0 11 0 11 12 3 14], [11 3 11 11 4 5 7 11 0 11 7 11 12 3 14], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 14], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 5], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 4 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 10 6 7 11 0 11 7 11 12 3 1], [11 3 11 11 10 6 7 11 0 11 7 11 14 3 1], [11 3 11 11 10 6 7 11 0 11 7 11 14 3 1] | [11 3 11 11 10 6 7 11 0 11 7 11 14 3 1]
dijkstra
mst_prim: s: 0, A: [[0 0 0 0.475 0.843], [0 0 0 0 0.288], [0 0 0 0 0], [0.475 0 0 0.77 0], [0.843 0.288 0 0 0.223]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 0 0], [0 1 2 0 0], [0 4 2 0 0] | [0 4 2 0 0]
mst_prim
insertion_sort: key: [0.677 0.376 0.804 0.497 0.97], initial_trace: [0.677 0.376 0.804 0.497 0.97] trace | pred:
[0.376 0.677 0.804 0.497 0.97], [0.376 0.677 0.804 0.497 0.97], [0.376 0.497 0.677 0.804 0.97] | [0.376 0.497 0.677 0.804 0.97]
insertion_sort
dag_shortest_paths: s: 11, A: [[0 0 0.167 0 0 0 0.967 0 0 0.0286 0 0 0 0.779 0], [0 0 0 0 0 0 0.023 0 0 0 0.964 0 0 0 0], [0 0 0 0 0.93 0 0.142 0 0 0 0 0 0 0.803 0], [0 0.595 0 0 0 0 0.0457 0 0 0 0 0 0 0.097 0], [0 0 0 0.638 0 0 0 0 0 0 0.915 0.59 0 0 0], [0 0.658 0 0 0 0 0 0 0 0 0.794 0.385 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.674 0 0 0 0], [0.133 0.00998 0 0 0.606 0.251 0.382 0 0 0 0.498 0 0.86 0.295 0.712], [0 0.142 0 0 0 0.436 0.193 0 0 0 0.898 0 0.732 0 0], [0 0.187 0 0 0.363 0 0.919 0 0 0 0 0.554 0 0.241 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.864 0 0 0 0 0 0 0 0 0.625 0 0 0.0283 0], [0 0.701 0 0 0.616 0 0.137 0 0 0 0.706 0 0 0.832 0], [0 0 0 0 0 0 0.493 0 0 0 0 0 0 0 0], [0 0.744 0 0 0.541 0 0 0 0 0 0 0.825 0 0.154 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 11 2 3 4 5 6 7 8 9 11 11 12 11 14], [0 11 2 3 4 5 13 7 8 9 11 11 12 11 14], [0 11 2 3 4 5 13 7 8 9 11 11 12 11 14] | [0 11 2 3 4 5 13 7 8 9 11 11 12 11 14]
dag_shortest_paths
heapsort: key: [0.581 0.661 0.021 0.463], initial_trace: [0.581 0.661 0.021 0.463] trace | pred:
[0.581 0.661 0.021 0.463], [0.581 0.661 0.021 0.463], [0.581 0.661 0.021 0.463], [0.661 0.581 0.021 0.463], [0.661 0.581 0.021 0.463], [0.463 0.581 0.021 0.661], [0.581 0.463 0.021 0.661], [0.581 0.463 0.021 0.661], [0.021 0.463 0.581 0.661], [0.463 0.021 0.581 0.661], [0.463 0.021 0.581 0.661], [0.021 0.463 0.581 0.661] | [0.021 0.463 0.581 0.661]
heapsort
dag_shortest_paths: s: 1, A: [[0 0 0 0 0], [0 0 0 0 0], [0.345 0 0 0.355 0], [0 0 0 0 0], [0.769 0 0 0.728 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 2 3 4] | [0 1 2 3 4]
dag_shortest_paths
dfs: A: [[1 1 1 0 0 1 0 1 0 0 0], [1 0 1 1 0 1 0 1 1 0 0], [1 1 0 1 1 0 1 0 1 0 0], [1 1 0 1 1 1 1 0 1 1 1], [0 0 1 0 0 1 1 0 0 0 1], [1 0 1 0 1 1 1 0 0 1 1], [1 0 1 1 1 1 0 1 1 0 1], [0 1 1 1 1 1 1 0 1 1 1], [1 0 1 0 1 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 1 1 1], [1 0 1 1 1 1 0 1 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 0 2 3 4 5 6 7 8 9 10], [0 0 2 3 4 5 6 7 8 9 10], [0 0 1 3 4 5 6 7 8 9 10], [0 0 1 3 4 5 6 7 8 9 10], [0 0 1 2 4 5 6 7 8 9 10], [0 0 1 2 4 5 6 7 8 9 10], [0 0 1 2 3 5 6 7 8 9 10], [0 0 1 2 3 5 6 7 8 9 10], [0 0 1 2 3 4 6 7 8 9 10], [0 0 1 2 3 4 6 7 8 9 10], [0 0 1 2 3 4 5 7 8 9 10], [0 0 1 2 3 4 5 7 8 9 10], [0 0 1 2 3 4 5 6 8 9 10], [0 0 1 2 3 4 5 6 8 9 10], [0 0 1 2 3 4 5 6 7 9 10], [0 0 1 2 3 4 5 6 7 9 10], [0 0 1 2 3 4 5 6 7 9 8], [0 0 1 2 3 4 5 6 7 9 8], [0 0 1 2 3 4 5 6 7 9 8], [0 0 1 2 3 4 5 6 7 9 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8], [0 0 1 2 3 4 5 6 7 7 8] | [0 0 1 2 3 4 5 6 7 7 8]
dfs
insertion_sort: key: [0.411 0.59 0.996 0.284 0.504 0.933 0.345 0.629 0.766 0.63], initial_trace: [0.411 0.59 0.996 0.284 0.504 0.933 0.345 0.629 0.766 0.63] trace | pred:
[0.411 0.59 0.996 0.284 0.504 0.933 0.345 0.629 0.766 0.63], [0.411 0.59 0.996 0.284 0.504 0.933 0.345 0.629 0.766 0.63], [0.284 0.411 0.59 0.996 0.504 0.933 0.345 0.629 0.766 0.63], [0.284 0.411 0.504 0.59 0.996 0.933 0.345 0.629 0.766 0.63], [0.284 0.411 0.504 0.59 0.933 0.996 0.345 0.629 0.766 0.63], [0.284 0.345 0.411 0.504 0.59 0.933 0.996 0.629 0.766 0.63], [0.284 0.345 0.411 0.504 0.59 0.629 0.933 0.996 0.766 0.63], [0.284 0.345 0.411 0.504 0.59 0.629 0.766 0.933 0.996 0.63] | [0.284 0.345 0.411 0.504 0.59 0.629 0.63 0.766 0.933 0.996]
insertion_sort
lcs_length: string: [0 0 0 0 0 1 1 1 1 1], key: [2 2 1 1 2 2 0 2 2 2], initial_trace: [[-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 0 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 0 0 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] trace | b:
[[-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 1 2 1 1 1], [-1 -1 -1 -1 -1 1 2 1 1 1], [-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 2 1 1], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] | [[-1 -1 -1 -1 -1 0 2 0 0 0], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 1 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]]
lcs_length
dijkstra: s: 8, A: [[0 0.261 0 0 0.717 0 0 0.522 0 0], [0.261 0.695 0 0.376 0 0.14 0.555 0 0 0], [0 0 0 0.432 0 0 0 0 0 0], [0 0.376 0.432 0.462 0 0 0.937 0.907 0 0.305], [0.717 0 0 0 0.631 0.537 0.338 0 0 0], [0 0.14 0 0 0.537 0 0.641 0 0 0], [0 0.555 0 0.937 0.338 0.641 0 0.757 0 0], [0.522 0 0 0.907 0 0 0.757 0 0.162 0], [0 0 0 0 0 0 0 0.162 0 0], [0 0 0 0.305 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 5 6 8 8 9], [7 1 2 7 4 5 7 8 8 9], [7 0 2 7 0 5 7 8 8 9], [7 0 2 7 6 6 7 8 8 9], [7 0 2 7 6 1 7 8 8 9], [7 0 3 7 6 1 7 8 8 3], [7 0 3 7 6 1 7 8 8 3], [7 0 3 7 6 1 7 8 8 3], [7 0 3 7 6 1 7 8 8 3] | [7 0 3 7 6 1 7 8 8 3]
dijkstra
segments_intersect: x: [0.888 0.166 0.227 0.98], y: [0.291 0.332 0.894 0.03] intersect:
1
segments_intersect
bfs: s: 1, A: [[0 0 0 1 1 0 0 0 0 1 0], [0 0 1 0 1 0 0 1 0 1 1], [0 1 1 1 0 0 1 0 0 0 0], [1 0 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 1 1 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0], [1 1 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 1 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 1 3 1 5 6 1 8 1 1] | [4 1 1 2 1 10 2 1 8 1 1]
bfs
strongly_connected_components: A: [[1 0 0 0], [0 0 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | scc_id:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3] | [0 1 2 3]
strongly_connected_components
dijkstra: s: 4, A: [[0 0 0 0 0], [0 0.596 0 0 0], [0 0 0 0.267 0], [0 0 0.267 0.261 0], [0 0 0 0 0.771]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
dijkstra
dijkstra: s: 2, A: [[0.96 0.628 0 0.265 0.798 0 0 0.521 0 0.06 0 0.469 0 0 0 0.338 0.53 0 0], [0.628 0 0 0 0.464 0.573 0 0.426 0 0 0 0.166 0 0 0.311 0.333 0 0 0], [0 0 0.123 0.903 0.378 0.433 0 0 0 0.233 0.794 0 0.827 0.221 0 0 0.086 0 0], [0.265 0 0.903 0 0 0 0 0 0 0 0 0 0 0 0 0 0.99 0 0.415], [0.798 0.464 0.378 0 0.225 0.403 0 0 0 0.79 0 0.614 0 0 0 0 0 0 0], [0 0.573 0.433 0 0.403 0.221 0 0 0 0.405 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.08 0.536 0.682 0 0 0 0 0 0 0 0 0.225 0], [0.521 0.426 0 0 0 0 0.536 0.047 0 0 0 0 0.422 0.476 0.822 0 0 0 0], [0 0 0 0 0 0 0.682 0 0 0 0 0.444 0 0.295 0 0.549 0 0.435 0], [0.06 0 0.233 0 0.79 0.405 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.794 0 0 0 0 0 0 0 0.252 0 0 0 0 0 0 0.664 0], [0.469 0.166 0 0 0.614 0 0 0 0.444 0 0 0.346 0 0 0.289 0 0.61 0.816 0], [0 0 0.827 0 0 0 0 0.422 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.221 0 0 0 0 0.476 0.295 0 0 0 0 0.623 0.734 0 0 0 0], [0 0.311 0 0 0 0 0 0.822 0 0 0 0.289 0 0.734 0.272 0 0 0.401 0], [0.338 0.333 0 0 0 0 0 0 0.549 0 0 0 0 0 0 0.21 0 0 0], [0.53 0 0.086 0.99 0 0 0 0 0 0 0 0.61 0 0 0 0 0.751 0.535 0], [0 0 0 0 0 0 0.225 0 0.435 0 0.664 0.816 0 0 0.401 0 0.535 0 0], [0 0 0 0.415 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.179]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 2 2 2 6 7 8 2 2 11 2 2 14 15 2 17 18], [16 1 2 2 2 2 6 7 8 2 2 16 2 2 14 15 2 16 18], [16 1 2 2 2 2 6 13 13 2 2 16 2 2 13 15 2 16 18], [9 1 2 2 2 2 6 13 13 2 2 16 2 2 13 15 2 16 18], [9 0 2 0 2 2 6 13 13 2 2 16 2 2 13 0 2 16 18], [9 4 2 0 2 2 6 13 13 2 2 16 2 2 13 0 2 16 18], [9 4 2 0 2 2 6 13 13 2 2 16 2 2 13 0 2 16 18], [9 4 2 0 2 2 8 13 13 2 2 16 2 2 13 0 2 16 18], [9 4 2 0 2 2 8 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3], [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3] | [9 4 2 0 2 2 17 13 13 2 2 16 2 2 13 0 2 16 3]
dijkstra
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1] | [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1]
articulation_points
dag_shortest_paths: s: 5, A: [[0 0 0.575 0 0 0 0.544 0 0 0.399 0 0], [0 0 0 0 0.92 0 0.671 0 0 0.573 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0.00871 0 0.904 0 0 0 0.802 0 0 0.643 0.388 0], [0 0 0 0 0 0 0 0 0 0.0151 0 0], [0 0.805 0.939 0.616 0 0 0.725 0 0.884 0 0 0], [0 0 0.528 0 0 0 0 0 0 0 0 0], [0.561 0.0537 0.472 0 0 0.963 0.0421 0 0 0.686 0.798 0.533], [0.983 0 0.197 0 0 0 0.483 0 0 0.012 0 0], [0 0 0.845 0 0 0 0.251 0 0 0 0 0], [0.802 0 0 0 0 0 0 0 0 0 0 0], [0 0.377 0.085 0.843 0.872 0 0 0 0.222 0 0.44 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 5 5 5 4 5 5 7 5 9 10 11], [8 5 5 5 4 5 5 7 5 8 10 11], [3 5 5 5 4 5 5 7 5 8 3 11], [3 5 5 5 4 5 5 7 5 8 3 11], [3 5 5 5 4 5 5 7 5 8 3 11], [3 5 5 5 1 5 5 7 5 8 3 11], [3 5 5 5 1 5 5 7 5 8 3 11], [3 5 5 5 1 5 5 7 5 8 3 11] | [3 5 5 5 1 5 5 7 5 8 3 11]
dag_shortest_paths
graham_scan: x: [-0.415 -0.294 -0.713 -0.867 -1.91 -1.35 -1.19 1.29 0.84 -1.43 0.314 -1.13 0.325 0.494 0.92 1.21 0.495 0.676 -0.421 0.557 -1.48 -0.846 0.257 0.842 -0.738 1.28 1.7 1.21 1.72 0.446 0.323], y: [-0.875 -0.122 0.297 -1.25 -0.407 1.43 -0.551 1.43 -0.704 0.636 -0.81 -0.369 1.31 -0.668 0.034 0.316 0.086 -1.73 -1.15 -1.29 1.13 1.07 -0.565 -0.905 1.61 0.888 -0.329 1.52 -0.358 0.348 -1.91], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1], [0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1], [0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1] | [0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1]
graham_scan
topological_sort: A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 1 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 1], [1 0 1 0 0 0 0 0 0 0 0 0 1 0 0], [0 1 1 0 1 1 0 1 0 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [1 0 1 1 1 1 0 1 0 0 0 0 0 0 0], [1 0 1 0 1 1 0 0 1 0 0 1 0 1 1], [1 1 0 1 0 1 0 1 0 0 0 0 0 0 0], [1 0 1 1 1 0 0 1 0 0 0 0 0 1 0], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 0 14], 13, [0 1 2 13 4 5 6 7 8 9 10 11 12 0 14], 3, [0 1 2 13 4 5 6 7 8 9 10 11 12 0 14], 3, [0 1 2 13 4 5 6 3 8 9 10 11 12 0 14], 7, [0 1 2 13 4 5 6 3 8 9 10 11 12 0 14], 7, [0 1 2 13 4 5 6 3 8 9 10 11 12 0 7], 14, [0 1 2 13 14 5 6 3 8 9 10 11 12 0 7], 4, [0 1 2 13 14 5 6 3 8 9 10 11 12 0 7], 4, [0 1 2 13 14 5 6 3 8 9 10 11 12 0 7], 4, [0 1 4 13 14 5 6 3 8 9 10 11 12 0 7], 2, [0 1 4 13 14 5 6 3 8 9 10 11 12 0 7], 2, [0 1 4 13 14 5 6 3 8 9 10 11 2 0 7], 12, [0 1 4 13 14 12 6 3 8 9 10 11 2 0 7], 5, [0 1 4 13 14 12 6 3 8 9 10 11 2 0 7], 5, [0 1 4 13 14 12 6 3 5 9 10 11 2 0 7], 8, [0 8 4 13 14 12 6 3 5 9 10 11 2 0 7], 1, [0 8 4 13 14 12 6 3 5 9 10 11 2 0 7], 1, [0 8 4 13 14 12 6 3 5 9 10 11 2 0 7], 1, [0 8 4 13 14 12 6 3 5 9 10 11 2 0 7], 1, [0 8 4 13 14 12 6 3 5 9 10 1 2 0 7], 11, [0 8 4 13 14 12 11 3 5 9 10 1 2 0 7], 6, [0 8 4 13 14 12 11 3 5 9 10 1 2 0 7], 6, [0 8 4 13 14 12 11 3 5 9 10 1 2 0 7], 6, [0 8 4 13 14 12 11 3 5 6 10 1 2 0 7], 9, [0 8 4 13 14 12 11 3 5 6 10 1 2 0 7], 9, [0 8 4 13 14 12 11 3 5 6 10 1 2 0 7], 9 | [0 8 4 13 14 12 11 3 5 6 9 1 2 0 7], 10
topological_sort
mst_kruskal: A: [[0 0 0 0 0 0 0 0.664 0 0], [0 0 0 0.697 0.5 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0.697 0 0.566 0.481 0 0 0 0 0], [0 0.5 0 0.481 0 0 0 0 0.178 0], [0 0 0 0 0 0.62 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.664 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.178 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]]
mst_kruskal
bfs: s: 5, A: [[0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 1 1 1 0 0 0 0 0], [0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0], [0 1 1 1 1 1 0 0 0 1 0 1 1 0 1 0 1 1 0 0 0 0 0], [0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0], [1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0], [0 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1], [0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1], [0 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 1], [1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 0 1 1 0 1], [1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0], [0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 5 3 4 5 6 5 8 9 5 11 5 5 5 15 16 17 18 19 20 21 22], [13 2 5 2 2 5 10 5 12 2 5 2 5 5 5 15 2 2 7 14 13 7 10] | [13 2 5 2 2 5 10 5 12 2 5 2 5 5 5 0 2 2 7 14 13 7 10]
bfs
bellman_ford: s: 19, A: [[0 0 0 0 0.636 0 0 0 0.628 0.809 0.574 0 0 0 0 0 0.288 0.151 0 0 0 0 0.504], [0 0 0 0 0 0 0 0 0 0 0 0 0.042 0 0 0 0.497 0 0 0.884 0 0 0], [0 0 0.72 0 0 0 0 0 0.524 0.49 0 0 0 0 0 0.254 0 0.119 0.358 0.609 0.258 0 0], [0 0 0 0.858 0 0 0 0 0 0 0 0 0.847 0.679 0 0 0.495 0 0.55 0 0.212 0 0.311], [0.636 0 0 0 0 0.726 0.308 0 0 0 0 0 0 0 0.702 0 0.67 0.304 0 0.508 0.536 0 0.116], [0 0 0 0 0.726 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.251 0], [0 0 0 0 0.308 0 0 0.633 0 0 0 0 0 0.572 0 0 0 0.131 0 0 0 0 0.515], [0 0 0 0 0 0 0.633 0.674 0 0 0 0 0 0 0 0 0.591 0 0.516 0 0 0 0], [0.628 0 0.524 0 0 0 0 0 0.738 0 0 0 0 0.105 0 0 0 0.213 0.281 0 0 0.46 0], [0.809 0 0.49 0 0 0 0 0 0 0.862 0 0 0 0 0 0.647 0 0 0 0.174 0 0 0], [0.574 0 0 0 0 0 0 0 0 0 0.428 0 0.213 0 0.352 0 0 0 0.28 0 0 0.394 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.79 0 0 0 0.125 0.812 0 0 0 0 0], [0 0.042 0 0.847 0 0 0 0 0 0 0.213 0.79 0.65 0 0.555 0.296 0 0.295 0 0.614 0.215 0 0.518], [0 0 0 0.679 0 0 0.572 0 0.105 0 0 0 0 0.5 0.123 0 0 0 0 0 0 0 0.644], [0 0 0 0 0.702 0 0 0 0 0 0.352 0 0.555 0.123 0.416 0 0 0 0 0 0 0 0], [0 0 0.254 0 0 0 0 0 0 0.647 0 0 0.296 0 0 0.501 0 0 0 0.838 0 0 0], [0.288 0.497 0 0.495 0.67 0 0 0.591 0 0 0 0.125 0 0 0 0 0.337 0 0.725 0 0 0 0], [0.151 0 0.119 0 0.304 0 0.131 0 0.213 0 0 0.812 0.295 0 0 0 0 0 0 0 0.614 0 0], [0 0 0.358 0.55 0 0 0 0.516 0.281 0 0.28 0 0 0 0 0 0.725 0 0 0 0 0.272 0], [0 0.884 0.609 0 0.508 0 0 0 0 0.174 0 0 0.614 0 0 0.838 0 0 0 0 0 0 0.659], [0 0 0.258 0.212 0.536 0 0 0 0 0 0 0 0.215 0 0 0 0 0.614 0 0 0.064 0 0], [0 0 0 0 0 0.251 0 0 0.46 0 0.394 0 0 0 0 0 0 0 0.272 0 0 0 0], [0.504 0 0 0.311 0.116 0 0.515 0 0 0 0 0 0.518 0.644 0 0 0 0 0 0.659 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 19 19 3 19 5 6 7 8 19 10 11 19 13 14 19 16 17 18 19 20 21 19], [9 12 19 22 19 4 4 7 2 19 12 12 19 22 12 9 4 2 2 19 12 21 4], [17 12 19 22 19 4 4 6 17 19 12 16 19 8 12 9 1 2 2 19 12 10 4] | [17 12 19 22 19 4 4 6 17 19 12 16 19 8 12 9 1 2 2 19 12 10 4]
bellman_ford
task_scheduling: d: [12 8 12 6 28 1 14 1 1 20 15 15 15 22 8 14 6 9 26 15 11 21 22 24 27 26 14 20], w: [0.817 0.118 0.236 0.515 0.566 0.28 0.801 0.196 0.012 0.779 0.804 0.262 0.417 0.143 0.895 0.551 0.757 0.948 0.318 0.091 0.545 0.768 0.982 0.802 0.746 0.265 0.345 0.649], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0], [1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0], [1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 1 1 1 0 0 0 0], [1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 1 1 1 0 0 0 0], [1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 0], [1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 0 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0 1], [1 0 0 0 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0 1] | [1 0 0 0 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0 1]
task_scheduling
jarvis_march: x: [1.47 0.758 -0.241 1.21 1.38 0.091 0.282 1.81 0.058 -1.58 1.18 -1.1], y: [0.452 1.61 1.45 -0.093 1.42 -1.7 -0.827 0.149 -2 -0.868 0.676 -0.525], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 0 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 0 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0], [0 1 1 0 1 0 0 1 1 1 0 0] | [0 1 1 0 1 0 0 1 1 1 0 0]
jarvis_march
binary_search: key: [0.016 0.046 0.075 0.107 0.149 0.168 0.18 0.187 0.189 0.205 0.216 0.221 0.289 0.318 0.451 0.516 0.572 0.592 0.593 0.664 0.699 0.793 0.858 0.92 0.925 0.937 0.954 0.976], target: 0.759, initial_trace: (0, 27) trace | (low, high):
(14, 27), (21, 27), (21, 24), (21, 22) | (21, 21)
binary_search
bellman_ford: s: 0, A: [[0.761 0 0 0 0 0 0 0 0.753 0 0 0.265 0 0 0 0.85 0.667 0.868 0], [0 0.876 0 0.12 0 0 0.83 0 0.179 0 0.516 0 0 0 0 0 0 0.168 0], [0 0 0.102 0 0 0.645 0 0 0 0 0 0 0 0 0.344 0 0 0 0], [0 0.12 0 0 0 0 0 0 0 0 0 0 0.217 0 0.511 0 0 0 0.316], [0 0 0 0 0 0.51 0 0.273 0 0 0.187 0 0.465 0.2 0.703 0 0 0 0], [0 0 0.645 0 0.51 0 0.219 0 0 0 0 0.493 0.508 0 0 0 0 0.736 0], [0 0.83 0 0 0 0.219 0 0 0 0 0 0.191 0.448 0.448 0 0 0 0 0.332], [0 0 0 0 0.273 0 0 0.1 0 0 0 0.665 0 0 0 0 0 0 0], [0.753 0.179 0 0 0 0 0 0 0 0 0 0 0 0.448 0 0.36 0.66 0 0], [0 0 0 0 0 0 0 0 0 0.134 0 0 0 0.331 0 0 0 0 0], [0 0.516 0 0 0.187 0 0 0 0 0 0.168 0.248 0 0 0 0.667 0 0 0.441], [0.265 0 0 0 0 0.493 0.191 0.665 0 0 0.248 0.458 0 0 0 0 0 0 0.423], [0 0 0 0.217 0.465 0.508 0.448 0 0 0 0 0 0.158 0.702 0 0 0 0 0], [0 0 0 0 0.2 0 0.448 0 0.448 0.331 0 0 0.702 0.476 0 0 0.663 0 0], [0 0 0.344 0.511 0.703 0 0 0 0 0 0 0 0 0 0 0.49 0 0.18 0], [0.85 0 0 0 0 0 0 0 0.36 0 0.667 0 0 0 0.49 0.918 0.417 0 0], [0.667 0 0 0 0 0 0 0 0.66 0 0 0 0 0.663 0 0.417 0.762 0 0], [0.868 0.168 0 0 0 0.736 0 0 0 0 0 0 0 0 0.18 0 0 0 0], [0 0 0 0.316 0 0 0.332 0 0 0 0.441 0.423 0 0 0 0 0 0 0.963]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 0 9 10 0 12 13 14 0 0 0 18], [0 8 2 3 4 11 11 11 0 9 11 0 12 8 17 0 0 0 11], [0 8 14 18 10 6 11 11 0 13 11 0 6 6 17 0 0 0 11], [0 8 5 18 10 6 11 11 0 13 11 0 6 4 17 0 0 0 11] | [0 8 5 18 10 6 11 11 0 13 11 0 6 4 17 0 0 0 11]
bellman_ford
dfs: A: [[1 0 1 0 0 1 0 1 1 0], [1 1 0 0 1 1 1 0 0 1], [1 0 0 0 0 1 1 0 1 1], [1 0 0 0 1 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 1], [1 1 0 1 1 1 1 0 0 0], [0 0 0 0 1 0 0 1 1 1], [1 0 0 0 1 1 1 1 0 1], [1 0 0 1 0 0 0 0 0 1], [1 1 0 1 1 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 5 6 7 8 9], [0 1 0 3 4 5 6 7 8 9], [0 1 0 3 4 5 6 7 8 9], [0 1 0 3 4 2 6 7 8 9], [0 1 0 3 4 2 6 7 8 9], [0 5 0 3 4 2 6 7 8 9], [0 5 0 3 4 2 6 7 8 9], [0 5 0 3 1 2 6 7 8 9], [0 5 0 3 1 2 6 7 8 9], [0 5 0 4 1 2 6 7 8 9], [0 5 0 4 1 2 6 7 8 9], [0 5 0 4 1 2 6 3 8 9], [0 5 0 4 1 2 6 3 8 9], [0 5 0 4 1 2 7 3 8 9], [0 5 0 4 1 2 7 3 8 9], [0 5 0 4 1 2 7 3 6 9], [0 5 0 4 1 2 7 3 6 9], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8], [0 5 0 4 1 2 7 3 6 8] | [0 5 0 4 1 2 7 3 6 8]
dfs
mst_prim: s: 2, A: [[0.032 0 0 0 0 0 0 0 0 0 0], [0 0.305 0 0 0 0 0 0 0 0.436 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.651 0 0.343 0.521 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.651 0 0.485 0 0.54 0.29 0 0.749], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.343 0 0.54 0 0 0 0 0], [0 0 0 0.521 0 0.29 0 0 0 0 0], [0 0.436 0 0 0 0 0 0 0 0 0.112], [0 0 0 0 0 0.749 0 0 0 0.112 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
| [0 1 2 3 4 5 6 7 8 9 10]
mst_prim
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [2 3 0 2 0 2 2 0 2 2 2 1 2 3 0], initial_trace: 0 trace | s:
0, 0, 0, 0 | 0
kmp_matcher
segments_intersect: x: [0.785 0.462 0.896 0.138], y: [0.29 0.947 0.888 0.573] intersect:
1
segments_intersect
graham_scan: x: [-0.938 -0.909 1.28 0.602 -0.471 -0.62 0.049 -1.07 0.678 1.02 0.105 0.016 1.46 0.477 -1.14 -0.108 -1.2 0.303 0.598], y: [-0.326 0.034 -1.42 0.911 1.3 -1.46 1.65 -1.11 -0.372 -0.256 0.696 -1.21 0.119 1.64 0.857 0.231 -0.265 -0.496 -0.313], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 1], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 0 1 1 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0], [0 1 1 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 0 0], [1 0 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 0 0], [0 0 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 0 0], [0 0 1 0 1 1 1 0 0 0 0 0 1 1 1 0 1 0 0] | [0 0 1 0 1 1 1 1 0 0 0 0 1 1 1 0 1 0 0]
graham_scan
articulation_points: A: [[0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [1 1 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0] | [0 0 1 1 0 0 0 0 0 0 0 0]
articulation_points
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0] | [0 0 0 0 0 0 0 0 0 0 1 0]
articulation_points
dijkstra: s: 18, A: [[0.407 0 0 0 0.064 0 0 0.533 0 0 0 0 0 0 0.602 0 0 0.833 0 0.556 0.72 0 0.176 0 0 0 0.468 0], [0 0.764 0.249 0 0.459 0.164 0 0 0 0 0 0 0.377 0 0.318 0.355 0 0 0 0 0 0 0 0 0.143 0 0 0.803], [0 0.249 0 0 0 0.7 0 0.915 0 0 0.603 0.122 0 0 0 0 0.376 0 0 0.747 0 0 0 0 0 0.744 0 0], [0 0 0 0.426 0 0 0 0 0.688 0 0 0 0 0.62 0 0 0.24 0.561 0 0 0 0 0 0 0 0.556 0 0], [0.064 0.459 0 0 0 0 0.452 0 0.382 0 0 0.441 0 0.149 0.617 0 0 0.666 0 0 0 0 0 0 0 0 0 0], [0 0.164 0.7 0 0 0 0.452 0 0 0.349 0 0.455 0 0.052 0 0 0 0.221 0 0 0.76 0.834 0.18 0.661 0 0.453 0.419 0], [0 0 0 0 0.452 0.452 0.61 0 0.185 0.36 0 0 0 0 0 0.24 0 0.436 0 0 0.236 0 0 0.441 0 0 0 0], [0.533 0 0.915 0 0 0 0 0.107 0 0 0 0 0 0 0.514 0 0 0 0 0 0 0 0 0 0 0 0.7 0], [0 0 0 0.688 0.382 0 0.185 0 0 0 0.486 0 0 0.828 0 0 0 0.185 0 0 0.345 0 0 0 0 0 0 0], [0 0 0 0 0 0.349 0.36 0 0 0.224 0 0.48 0.493 0 0 0 0 0.78 0 0 0 0 0 0.672 0 0 0 0], [0 0 0.603 0 0 0 0 0 0.486 0 0 0 0 0 0.21 0 0.571 0.667 0.793 0 0 0.971 0.338 0 0 0 0 0.353], [0 0 0.122 0 0.441 0.455 0 0 0 0.48 0 0 0.412 0 0 0 0 0 0.182 0 0 0.489 0 0 0 0 0 0.248], [0 0.377 0 0 0 0 0 0 0 0.493 0 0.412 0.434 0 0 0.521 0.762 0.26 0 0 0 0 0.381 0 0 0 0 0.352], [0 0 0 0.62 0.149 0.052 0 0 0.828 0 0 0 0 0 0.253 0 0 0 0 0 0.642 0 0 0 0 0 0 0], [0.602 0.318 0 0 0.617 0 0 0.514 0 0 0.21 0 0 0.253 0.117 0 0.426 0.763 0 0 0 0 0.472 0.219 0 0 0 0], [0 0.355 0 0 0 0 0.24 0 0 0 0 0 0.521 0 0 0.879 0.382 0 0 0 0.255 0 0 0 0 0 0 0], [0 0 0.376 0.24 0 0 0 0 0 0 0.571 0 0.762 0 0.426 0.382 0 0 0.845 0.47 0.471 0 0 0.717 0 0 0 0.295], [0.833 0 0 0.561 0.666 0.221 0.436 0 0.185 0.78 0.667 0 0.26 0 0.763 0 0 0.906 0 0.725 0 0.778 0 0 0.339 0 0 0.435], [0 0 0 0 0 0 0 0 0 0 0.793 0.182 0 0 0 0 0.845 0 0.936 0 0 0 0.364 0 0 0 0 0.44], [0.556 0 0.747 0 0 0 0 0 0 0 0 0 0 0 0 0 0.47 0.725 0 0 0 0 0 0.392 0 0.341 0 0], [0.72 0 0 0 0 0.76 0.236 0 0.345 0 0 0 0 0.642 0 0.255 0.471 0 0 0 0 0 0 0 0 0.533 0.112 0.445], [0 0 0 0 0 0.834 0 0 0 0 0.971 0.489 0 0 0 0 0 0.778 0 0 0 0.871 0 0 0 0 0.155 0.489], [0.176 0 0 0 0 0.18 0 0 0 0 0.338 0 0.381 0 0.472 0 0 0 0.364 0 0 0 0.677 0.36 0 0 0 0], [0 0 0 0 0 0.661 0.441 0 0 0.672 0 0 0 0 0.219 0 0.717 0 0 0.392 0 0 0.36 0.98 0 0 0.144 0], [0 0.143 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.339 0 0 0 0 0 0 0 0 0 0.342], [0 0 0.744 0.556 0 0.453 0 0 0 0 0 0 0 0 0 0 0 0 0 0.341 0.533 0 0 0 0 0 0 0.554], [0.468 0 0 0 0 0.419 0 0.7 0 0 0 0 0 0 0 0 0 0 0 0 0.112 0.155 0 0.144 0 0 0.051 0], [0 0.803 0 0 0 0 0 0 0 0 0.353 0.248 0.352 0 0 0 0.295 0.435 0.44 0 0.445 0.489 0 0 0.342 0.554 0 0.658]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[0 1 2 3 4 5 6 7 8 9 18 18 12 13 14 15 18 17 18 19 20 21 18 23 24 25 26 18], [0 1 11 3 11 11 6 7 8 11 18 18 11 13 14 15 18 17 18 19 20 11 18 23 24 25 26 11], [0 2 11 3 11 11 6 2 8 11 18 18 11 13 14 15 2 17 18 2 20 11 18 23 24 2 26 11], [22 2 11 3 11 22 6 2 8 11 22 18 11 13 22 15 2 17 18 2 20 11 18 22 24 2 26 11], [22 2 11 3 11 22 6 2 8 11 22 18 11 13 22 15 2 27 18 2 27 11 18 22 27 27 26 11], [22 2 11 3 0 22 6 0 8 11 22 18 11 13 22 15 2 27 18 2 27 11 18 22 27 27 0 11], [22 2 11 3 0 22 5 0 8 11 22 18 11 5 22 15 2 5 18 2 27 11 18 22 27 27 5 11], [22 2 11 3 0 22 5 0 8 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 5 11], [22 2 11 3 0 22 5 0 8 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 5 11], [22 2 11 13 0 22 5 0 13 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 5 11], [22 2 11 13 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 5 11], [22 2 11 13 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 5 11], [22 2 11 13 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 4 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11], [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11] | [22 2 11 16 0 22 5 0 17 11 22 18 11 5 22 1 2 5 18 2 27 11 18 22 1 27 21 11]
dijkstra
insertion_sort: key: [0.419 0.335 0.07 0.735 0.573 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], initial_trace: [0.419 0.335 0.07 0.735 0.573 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351] trace | pred:
[0.335 0.419 0.07 0.735 0.573 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.335 0.419 0.735 0.573 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.335 0.419 0.735 0.573 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.335 0.419 0.573 0.735 0.073 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.073 0.335 0.419 0.573 0.735 0.56 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.073 0.335 0.419 0.56 0.573 0.735 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.073 0.335 0.419 0.56 0.573 0.735 0.961 0.926 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.07 0.073 0.335 0.419 0.56 0.573 0.735 0.926 0.961 0.042 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.335 0.419 0.56 0.573 0.735 0.926 0.961 0.618 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.335 0.419 0.56 0.573 0.618 0.735 0.926 0.961 0.905 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.335 0.419 0.56 0.573 0.618 0.735 0.905 0.926 0.961 0.082 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.335 0.419 0.56 0.573 0.618 0.735 0.905 0.926 0.961 0.239 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.239 0.335 0.419 0.56 0.573 0.618 0.735 0.905 0.926 0.961 0.148 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.56 0.573 0.618 0.735 0.905 0.926 0.961 0.889 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.56 0.573 0.618 0.735 0.889 0.905 0.926 0.961 0.442 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.442 0.56 0.573 0.618 0.735 0.889 0.905 0.926 0.961 0.539 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.442 0.539 0.56 0.573 0.618 0.735 0.889 0.905 0.926 0.961 0.609 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.442 0.539 0.56 0.573 0.609 0.618 0.735 0.889 0.905 0.926 0.961 0.617 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.239 0.335 0.419 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.889 0.905 0.926 0.961 0.18 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.419 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.889 0.905 0.926 0.961 0.42 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.889 0.905 0.926 0.961 0.867 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.867 0.889 0.905 0.926 0.961 0.345 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.345 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.867 0.889 0.905 0.926 0.961 0.836 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.345 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.836 0.867 0.889 0.905 0.926 0.961 0.412 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.239 0.335 0.345 0.412 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.836 0.867 0.889 0.905 0.926 0.961 0.224 0.351], [0.042 0.07 0.073 0.082 0.148 0.18 0.224 0.239 0.335 0.345 0.412 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.836 0.867 0.889 0.905 0.926 0.961 0.351] | [0.042 0.07 0.073 0.082 0.148 0.18 0.224 0.239 0.335 0.345 0.351 0.412 0.419 0.42 0.442 0.539 0.56 0.573 0.609 0.617 0.618 0.735 0.836 0.867 0.889 0.905 0.926 0.961]
insertion_sort
quickselect: key: [0.679 0.291 0.793 0.853 0.969 0.829 0.476 0.978 0.994 0.078 0.51 0.125 0.423 0.629 0.192 0.395 0.014 0.429 0.368 0.181 0.163 0.928 0.255], initial_trace: 22 trace | pivot:
22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 18, 18, 18, 18, 18, 12, 12, 12 | 17
quickselect
minimum: key: [0.394 0.108 0.362 0.118 0.633 0.111 0.238 0.334 0.405 0.214 0.783], initial_trace: 0 trace | min:
1, 1, 1, 1, 1, 1, 1, 1, 1 | 1
minimum
quicksort: key: [0.644 0.135 0.916 0.442 0.34], initial_trace: [0.644 0.135 0.916 0.442 0.34] trace | pred:
[0.135 0.644 0.916 0.442 0.34], [0.135 0.644 0.916 0.442 0.34], [0.135 0.644 0.916 0.442 0.34], [0.135 0.34 0.916 0.442 0.644], [0.135 0.34 0.916 0.442 0.644], [0.135 0.34 0.442 0.916 0.644] | [0.135 0.34 0.442 0.644 0.916]
quicksort
bellman_ford: s: 18, A: [[0.667 0 0 0 0 0.432 0 0 0 0 0.551 0.178 0 0 0.178 0 0 0 0 0 0 0 0], [0 0 0.895 0.183 0 0 0 0 0 0 0.227 0 0 0 0.336 0 0 0 0 0.306 0 0 0], [0 0.895 0 0 0 0 0 0 0.635 0 0 0 0 0 0.269 0 0 0 0 0 0 0 0.762], [0 0.183 0 0.208 0 0 0 0.367 0.178 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.115 0.14 0 0.477 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.432 0 0 0 0.14 0.405 0 0 0.369 0 0 0 0 0 0 0.145 0 0.873 0.715 0 0 0 0], [0 0 0 0 0 0 0 0.289 0 0 0 0 0 0 0.104 0.254 0 0 0 0 0.418 0 0], [0 0 0 0.367 0.477 0 0.289 0 0 0.838 0 0 0 0 0 0 0.394 0.32 0 0.44 0 0.173 0], [0 0 0.635 0.178 0 0.369 0 0 0.466 0 0 0 0 0 0 0 0 0 0.387 0.781 0 0.25 0], [0 0 0 0 0 0 0 0.838 0 0 0 0 0 0.169 0.433 0.325 0.668 0 0 0 0 0 0], [0.551 0.227 0 0 0 0 0 0 0 0 0 0.604 0 0 0 0 0 0.879 0 0.524 0.668 0.728 0.363], [0.178 0 0 0 0 0 0 0 0 0 0.604 0 0 0.529 0 0 0 0 0 0 0 0.611 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.032 0.272 0 0 0 0.291 0 0 0.46 0 0], [0 0 0 0 0 0 0 0 0 0.169 0 0.529 0.272 0.905 0 0 0.327 0 0 0.214 0.673 0 0], [0.178 0.336 0.269 0 0 0 0.104 0 0 0.433 0 0 0 0 0.779 0.624 0 0 0 0 0 0.305 0.372], [0 0 0 0 0 0.145 0.254 0 0 0.325 0 0 0 0 0.624 0 0 0.413 0 0 0.542 0.511 0], [0 0 0 0 0 0 0 0.394 0 0.668 0 0 0 0.327 0 0 0.057 0 0 0 0.099 0.781 0], [0 0 0 0 0 0.873 0 0.32 0 0 0.879 0 0.291 0 0 0.413 0 0 0 0.672 0 0.349 0], [0 0 0 0 0 0.715 0 0 0.387 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.306 0 0 0 0 0 0.44 0.781 0 0.524 0 0 0.214 0 0 0 0.672 0 0.897 0 0 0], [0 0 0 0 0 0 0.418 0 0 0 0.668 0 0.46 0.673 0 0.542 0.099 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.173 0.25 0 0.728 0.611 0 0 0.305 0.511 0.781 0.349 0 0 0 0 0], [0 0 0.762 0 0 0 0 0 0 0 0.363 0 0 0 0.372 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 4 18 6 7 18 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [5 1 8 8 5 18 6 7 18 9 10 11 12 13 14 5 16 5 18 8 20 8 22], [5 3 8 8 5 18 15 21 18 15 21 21 17 19 21 5 21 21 18 8 15 8 2], [14 3 8 8 5 18 14 21 18 15 1 21 17 9 21 5 7 21 18 1 15 8 14] | [14 3 8 8 5 18 14 21 18 15 1 21 17 19 21 5 7 21 18 1 16 8 14]
bellman_ford
topological_sort: A: [[0 0 0 1 1], [0 0 0 0 1], [0 0 0 1 1], [0 1 0 0 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 4, [0 4 2 3 4], 1, [0 4 2 1 4], 3, [3 4 2 1 4], 0, [3 4 2 1 4], 0, [3 4 2 1 4], 0 | [3 4 0 1 4], 2
topological_sort
mst_kruskal: A: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0.789 0 0 0 0 0.329], [0 0 0 0.789 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.863 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.863 0 0 0 0], [0 0 0 0.329 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0]]
mst_kruskal
dijkstra: s: 7, A: [[0 0.637 0.562 0.752 0 0 0 0 0 0.689 0 0], [0.637 0.445 0 0 0.252 0 0 0 0 0 0 0.503], [0.562 0 0 0 0 0.71 0 0.188 0 0 0 0], [0.752 0 0 0.855 0 0 0.476 0.248 0 0.118 0.227 0], [0 0.252 0 0 0.125 0 0 0.498 0 0 0 0], [0 0 0.71 0 0 0 0 0 0.608 0 0.142 0], [0 0 0 0.476 0 0 0.273 0 0.796 0 0 0.541], [0 0 0.188 0.248 0.498 0 0 0 0 0 0.304 0.426], [0 0 0 0 0 0.608 0.796 0 0 0 0 0], [0.689 0 0 0.118 0 0 0 0 0 0.262 0 0], [0 0 0 0.227 0 0.142 0 0.304 0 0 0 0.464], [0 0.503 0 0 0 0 0.541 0.426 0 0 0.464 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 7 7 7 5 6 7 8 9 7 7], [2 1 7 7 7 2 6 7 8 9 7 7], [2 1 7 7 7 2 3 7 8 3 7 7], [2 1 7 7 7 10 3 7 8 3 7 7], [2 1 7 7 7 10 3 7 8 3 7 7], [2 11 7 7 7 10 3 7 8 3 7 7], [2 11 7 7 7 10 3 7 5 3 7 7], [2 4 7 7 7 10 3 7 5 3 7 7], [2 4 7 7 7 10 3 7 5 3 7 7], [2 4 7 7 7 10 3 7 5 3 7 7], [2 4 7 7 7 10 3 7 5 3 7 7] | [2 4 7 7 7 10 3 7 5 3 7 7]
dijkstra
quickselect: key: [0.94 0.156 0.8 0.694 0.044 0.789 0.646 0.775 0.81 0.298 0.451 0.571 0.902 0.736 0.496], initial_trace: 14 trace | pivot:
14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13, 13, 13, 13, 13, 13, 13, 13, 13, 11, 11, 11, 6, 6 | 3
quickselect
insertion_sort: key: [0.396 0.726 0.893 0.158], initial_trace: [0.396 0.726 0.893 0.158] trace | pred:
[0.396 0.726 0.893 0.158], [0.396 0.726 0.893 0.158] | [0.158 0.396 0.726 0.893]
insertion_sort
bfs: s: 20, A: [[0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1], [0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 1 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0], [0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 1 0 1 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 1 1 0 1 0 0 0 1 1 1 1 0 0 0 0], [0 0 0 1 1 1 1 0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 0 1 0 0 1 1 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 1 0], [0 0 1 1 0 1 1 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 1 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 20 13 14 15 16 17 18 19 20 21 22], [0 1 2 3 4 5 6 12 8 9 10 11 20 13 14 12 16 17 18 12 20 21 12], [22 1 2 15 22 5 15 12 19 9 15 19 20 19 7 12 19 17 18 12 20 21 12] | [22 3 4 15 22 0 15 12 19 8 15 19 20 19 7 12 19 3 0 12 20 16 12]
bfs
insertion_sort: key: [0.253 0.017 0.849 0.635 0.122 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], initial_trace: [0.253 0.017 0.849 0.635 0.122 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782] trace | pred:
[0.017 0.253 0.849 0.635 0.122 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.253 0.849 0.635 0.122 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.253 0.635 0.849 0.122 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.122 0.253 0.635 0.849 0.039 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.635 0.849 0.839 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.635 0.839 0.849 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.635 0.839 0.849 0.944 0.534 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.534 0.635 0.839 0.849 0.944 0.674 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.534 0.635 0.674 0.839 0.849 0.944 0.358 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.358 0.534 0.635 0.674 0.839 0.849 0.944 0.424 0.211 0.491 0.782], [0.017 0.039 0.122 0.253 0.358 0.424 0.534 0.635 0.674 0.839 0.849 0.944 0.211 0.491 0.782], [0.017 0.039 0.122 0.211 0.253 0.358 0.424 0.534 0.635 0.674 0.839 0.849 0.944 0.491 0.782], [0.017 0.039 0.122 0.211 0.253 0.358 0.424 0.491 0.534 0.635 0.674 0.839 0.849 0.944 0.782] | [0.017 0.039 0.122 0.211 0.253 0.358 0.424 0.491 0.534 0.635 0.674 0.782 0.839 0.849 0.944]
insertion_sort
segments_intersect: x: [0.835 0.794 0.596 0.285], y: [0.205 0.144 0.97 0.83] intersect:
0
segments_intersect
insertion_sort: key: [0.178 0.02 0.132 0.946 0.538 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], initial_trace: [0.178 0.02 0.132 0.946 0.538 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442] trace | pred:
[0.02 0.178 0.132 0.946 0.538 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.132 0.178 0.946 0.538 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.132 0.178 0.946 0.538 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.132 0.178 0.538 0.946 0.559 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.132 0.178 0.538 0.559 0.946 0.088 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.538 0.559 0.946 0.208 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.538 0.559 0.946 0.803 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.538 0.559 0.803 0.946 0.237 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.237 0.538 0.559 0.803 0.946 0.888 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.237 0.538 0.559 0.803 0.888 0.946 0.331 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.538 0.559 0.803 0.888 0.946 0.692 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.538 0.559 0.692 0.803 0.888 0.946 0.706 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.538 0.559 0.692 0.706 0.803 0.888 0.946 0.013 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.538 0.559 0.692 0.706 0.803 0.888 0.946 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.538 0.559 0.692 0.706 0.803 0.888 0.946 0.986 0.465 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.465 0.538 0.559 0.692 0.706 0.803 0.888 0.946 0.986 0.736 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.465 0.538 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.986 0.555 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.986 0.261 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.986 0.208 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.986 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.986 0.999 0.973 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999 0.232 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.232 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999 0.637 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.232 0.237 0.261 0.331 0.465 0.538 0.555 0.559 0.637 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999 0.36 0.042 0.442], [0.013 0.02 0.088 0.132 0.178 0.208 0.208 0.232 0.237 0.261 0.331 0.36 0.465 0.538 0.555 0.559 0.637 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999 0.042 0.442], [0.013 0.02 0.042 0.088 0.132 0.178 0.208 0.208 0.232 0.237 0.261 0.331 0.36 0.465 0.538 0.555 0.559 0.637 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999 0.442] | [0.013 0.02 0.042 0.088 0.132 0.178 0.208 0.208 0.232 0.237 0.261 0.331 0.36 0.442 0.465 0.538 0.555 0.559 0.637 0.692 0.706 0.736 0.803 0.888 0.946 0.973 0.986 0.999]
insertion_sort
jarvis_march: x: [-0.645 0.458 -0.672 -0.009 -0.762 -1.17 -0.519 -0.34 0.99 0.638 0.847], y: [1.38 1.64 -0.164 -0.442 -0.041 0.163 0.663 -0.039 -0.759 -0.918 -1.07], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 0 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 0 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1], [1 1 1 0 0 1 0 0 1 0 1] | [1 1 1 0 0 1 0 0 1 0 1]
jarvis_march
topological_sort: A: [[0 0 0 0 0], [0 0 0 0 1], [1 0 0 1 1], [0 1 0 0 1], [0 0 0 0 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 0], 4, [0 4 2 3 0], 1, [0 4 2 3 0], 1, [0 4 2 3 0], 1, [0 4 2 3 0], 1, [0 4 2 1 0], 3 | [0 4 3 1 0], 2
topological_sort
quickselect: key: [0.396 0.818 0.96 0.309 0.981 0.33 0.759 0.472 0.25 0.471 0.645 0.049 0.795 0.703 0.867 0.725 0.322 0.502 0.5], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 17, 17, 17, 17, 17, 17, 17, 17 | 17
quickselect
bfs: s: 0, A: [[0 1 0 0 0], [1 1 1 0 0], [0 1 1 1 0], [0 0 1 0 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 0 2 3 4], [0 0 1 3 4] | [0 0 1 2 4]
bfs
minimum: key: [0.586 0.847 0.778 0.394 0.385 0.164 0.932 0.859 0.605 0.15 0.128 0.439 0.476 0.744 0.2 0.013 0.432 0.494 0.063 0.444 0.471 0.181 0.784], initial_trace: 0 trace | min:
0, 0, 3, 4, 5, 5, 5, 5, 9, 10, 10, 10, 10, 10, 15, 15, 15, 15, 15, 15, 15 | 15
minimum
dijkstra: s: 5, A: [[0.128 0 0 0 0 0 0 0.414 0 0 0 0.433 0 0 0 0 0 0 0.229 0 0 0 0], [0 0.195 0 0 0 0 0 0 0.131 0 0 0 0 0 0 0 0 0.763 0 0.802 0 0 0], [0 0 0.855 0.243 0 0 0 0 0 0 0 0 0.473 0 0 0 0 0.238 0 0 0.092 0.461 0], [0 0 0.243 0 0 0.448 0 0 0 0 0 0 0 0 0 0 0.365 0 0 0 0 0 0], [0 0 0 0 0.19 0 0 0 0 0 0.381 0 0 0 0 0 0.291 0 0 0 0 0 0], [0 0 0 0.448 0 0 0 0 0 0.75 0 0 0 0 0.042 0.207 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.338 0 0 0 0 0 0.883 0 0 0 0.831 0.837 0.8 0 0.869 0 0], [0.414 0 0 0 0 0 0 0.706 0 0 0 0 0 0 0 0.7 0.59 0 0 0 0 0 0], [0 0.131 0 0 0 0 0 0 0.043 0 0 0.313 0 0 0 0.723 0 0.591 0 0 0 0.404 0], [0 0 0 0 0 0.75 0 0 0 0.616 0 0 0.366 0 0 0.359 0 0 0 0.323 0 0 0], [0 0 0 0 0.381 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.817 0 0], [0.433 0 0 0 0 0 0 0 0.313 0 0 0.349 0.311 0.678 0.312 0 0 0 0 0 0 0 0], [0 0 0.473 0 0 0 0.883 0 0 0.366 0 0.311 0 0 0 0 0 0 0 0 0.618 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.678 0 0 0.661 0 0 0 0.275 0 0 0 0], [0 0 0 0 0 0.042 0 0 0 0 0 0.312 0 0.661 0.999 0 0 0.648 0 0 0.138 0 0], [0 0 0 0 0 0.207 0 0.7 0.723 0.359 0 0 0 0 0 0 0 0 0 0.222 0 0 0], [0 0 0 0.365 0.291 0 0.831 0.59 0 0 0 0 0 0 0 0 0.74 0 0 0 0 0 0.26], [0 0.763 0.238 0 0 0 0.837 0 0.591 0 0 0 0 0 0.648 0 0 0 0.676 0 0 0 0], [0.229 0 0 0 0 0 0.8 0 0 0 0 0 0 0.275 0 0 0 0.676 0.479 0 0 0 0], [0 0.802 0 0 0 0 0 0 0 0.323 0 0 0 0 0 0.222 0 0 0 0 0 0.293 0], [0 0 0.092 0 0 0 0.869 0 0 0 0.817 0 0.618 0 0.138 0 0 0 0 0 0.633 0 0], [0 0 0.461 0 0 0 0 0 0.404 0 0 0 0 0 0 0 0 0 0 0.293 0 0.685 0.254], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.26 0 0 0 0 0.254 0.285]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 5 4 5 6 7 8 5 10 11 12 13 5 5 16 17 18 19 20 21 22], [0 1 2 5 4 5 6 7 8 5 10 14 12 14 5 5 16 14 18 19 14 21 22], [0 1 20 5 4 5 20 7 8 5 20 14 20 14 5 5 16 14 18 19 14 21 22], [0 1 20 5 4 5 20 15 15 15 20 14 20 14 5 5 16 14 18 15 14 21 22], [0 1 20 5 4 5 20 15 15 15 20 14 2 14 5 5 16 2 18 15 14 2 22], [11 1 20 5 4 5 20 15 11 15 20 14 11 14 5 5 16 2 18 15 14 2 22], [11 19 20 5 4 5 20 15 11 15 20 14 11 14 5 5 16 2 18 15 14 19 22], [11 19 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 18 15 14 19 22], [11 19 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 17 15 14 19 22], [11 19 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 17 15 14 19 22], [11 19 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 17 15 14 19 22], [11 8 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 17 15 14 19 22], [11 8 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 22], [11 8 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 4 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21], [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21] | [11 8 20 5 16 5 20 15 11 15 20 14 11 14 5 5 3 2 13 15 14 19 21]
dijkstra
task_scheduling: d: [11 2 10 10 3 10 8 2 11 4 6], w: [0.132 0.018 0.572 0.461 0.487 0.612 0.231 0.84 0.86 0.324 0.94], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 1 0 0 1 0 1], [0 0 1 0 0 1 0 0 1 0 1], [0 0 1 0 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 1 0 1 0 1], [1 0 1 1 0 1 1 0 1 0 1] | [1 0 1 1 0 1 1 0 1 0 1]
task_scheduling
mst_prim: s: 4, A: [[0 0 0.402 0 0.151 0 0.678 0 0 0 0], [0 0 0 0 0.386 0 0 0 0 0 0.202], [0.402 0 0 0 0.897 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.351], [0.151 0.386 0.897 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.349 0.173 0.172 0 0 0], [0.678 0 0 0 0 0.173 0 0 0 0 0], [0 0 0 0 0 0.172 0 0 0 0.225 0], [0 0 0 0 0 0 0 0 0.673 0 0], [0 0 0 0 0 0 0 0.225 0 0 0], [0 0.202 0 0.351 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[4 4 4 3 4 5 6 7 8 9 10], [4 4 0 3 4 5 0 7 8 9 10], [4 4 0 3 4 5 0 7 8 9 1], [4 4 0 10 4 5 0 7 8 9 1], [4 4 0 10 4 5 0 7 8 9 1], [4 4 0 10 4 5 0 7 8 9 1], [4 4 0 10 4 6 0 7 8 9 1], [4 4 0 10 4 6 0 5 8 9 1], [4 4 0 10 4 6 0 5 8 7 1] | [4 4 0 10 4 6 0 5 8 7 1]
mst_prim
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 1 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1] | [0 1 0 0 1 0 0 0 0 0 0 0 0 0 1]
articulation_points
minimum: key: [0.94 0.972 0.755 0.971 0.762 0.14 0.971 0.437 0.07 0.515 0.713 0.645 0.056 0.255 0.407 0.728 0.999 0.19 0.48 0.18 0.698 0.747 0.938 0.185 0.242 0.142 0.885 0.384 0.542 0.433 0.759], initial_trace: 0 trace | min:
0, 2, 2, 2, 5, 5, 5, 8, 8, 8, 8, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12 | 12
minimum
bellman_ford: s: 4, A: [[0 0 0 0 0], [0 0 0 0 0.057], [0 0 0.917 0 0], [0 0 0 0 0], [0 0.057 0 0 0.724]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 4 2 3 4]
bellman_ford
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 2 2 0 2 0 1 0 2 2 1 3 0 2 2], initial_trace: 0 trace | s:
0 | 0
naive_string_matcher
dijkstra: s: 9, A: [[0.133 0 0 0 0 0 0 0.583 0.15 0 0 0.506 0 0.394 0], [0 0 0 0 0 0 0.822 0 0 0 0 0 0 0 0.383], [0 0 0.999 0 0.296 0 0 0 0 0 0 0 0 0.5 0], [0 0 0 0.136 0 0.231 0 0 0 0.18 0 0 0.27 0 0], [0 0 0.296 0 0 0 0 0 0 0 0 0 0.765 0.487 0], [0 0 0 0.231 0 0.049 0 0.26 0 0 0 0.427 0 0 0.532], [0 0.822 0 0 0 0 0.214 0.467 0 0 0 0.531 0 0.294 0], [0.583 0 0 0 0 0.26 0.467 0 0 0.499 0 0 0 0 0.362], [0.15 0 0 0 0 0 0 0 0 0 0 0 0 0.555 0], [0 0 0 0.18 0 0 0 0.499 0 0 0.809 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.809 0 0 0 0.135 0], [0.506 0 0 0 0 0.427 0.531 0 0 0 0 0 0.91 0 0], [0 0 0 0.27 0.765 0 0 0 0 0 0 0.91 0.233 0.18 0], [0.394 0 0.5 0 0.487 0 0.294 0 0.555 0 0.135 0 0.18 0.942 0], [0 0.383 0 0 0 0.532 0 0.362 0 0 0 0 0 0 0.726]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 9 4 5 6 9 8 9 9 11 12 13 14], [0 1 2 9 4 3 6 9 8 9 9 11 3 13 14], [0 1 2 9 4 3 6 9 8 9 9 5 3 13 5], [0 1 2 9 12 3 6 9 8 9 9 5 3 12 5], [7 1 2 9 12 3 7 9 8 9 9 5 3 12 7], [13 1 13 9 13 3 13 9 13 9 13 5 3 12 7], [13 1 13 9 13 3 13 9 13 9 13 5 3 12 7], [13 1 13 9 13 3 13 9 13 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 13 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 13 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 0 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 0 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 0 9 13 5 3 12 7], [13 14 13 9 13 3 13 9 0 9 13 5 3 12 7] | [13 14 13 9 13 3 13 9 0 9 13 5 3 12 7]
dijkstra
insertion_sort: key: [0.574 0.217 0.778 0.258], initial_trace: [0.574 0.217 0.778 0.258] trace | pred:
[0.217 0.574 0.778 0.258], [0.217 0.574 0.778 0.258] | [0.217 0.258 0.574 0.778]
insertion_sort
activity_selector: s: [0.398 0.146 0.019 0.269 0.439 0.27 0.213 0.07 0.13 0.449 0.458 0.047 0.3 0.276 0.599 0.3 0.545 0.201 0.464 0.391 0.141 0.525 0.036], f: [0.596 0.86 0.189 0.58 0.989 0.482 0.624 0.755 0.978 0.726 0.703 0.988 0.74 0.434 0.895 0.521 0.984 0.663 0.56 0.514 0.761 0.867 0.524], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0] | [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0]
activity_selector
quickselect: key: [0.964 0.789 0.206 0.837 0.126 0.998 0.961 0.67 0.035 0.467 0.501], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 1, 1, 1, 1, 1 | 7
quickselect
find_maximum_subarray_kadane: key: [0.757 -0.18 0.888 0.289], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 2) | (0, 3)
find_maximum_subarray_kadane
activity_selector: s: [0.45 0.017 0.335 0.48 0.365], f: [0.771 0.619 0.364 0.822 0.901], initial_trace: [0 0 0 0 0] trace | selected:
[0 0 1 0 0], [0 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0] | [1 0 1 0 0]
activity_selector
bellman_ford: s: 24, A: [[0.165 0 0.432 0.329 0 0 0 0 0 0.692 0 0 0 0 0 0.628 0 0 0 0 0 0 0.43 0 0.157 0 0 0], [0 0.925 0 0 0.71 0 0 0.385 0 0 0 0 0 0.636 0.085 0 0 0 0 0 0.567 0.119 0.679 0.379 0 0.421 0.48 0], [0.432 0 0 0 0 0 0.061 0 0 0.055 0.98 0.247 0 0 0 0.182 0.852 0.143 0 0.87 0 0.724 0 0.173 0 0.133 0 0], [0.329 0 0 0 0.142 0 0 0 0 0 0 0 0 0 0.795 0 0.41 0.669 0 0 0 0 0 0 0.663 0.789 0.19 0.857], [0 0.71 0 0.142 0.169 0 0.128 0.192 0 0 0 0 0.246 0.208 0 0.636 0 0 0.5 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.482 0 0 0 0 0 0.418 0 0.187 0 0 0 0 0.299 0.597 0 0 0 0 0.353], [0 0 0.061 0 0.128 0 0 0 0 0.388 0 0 0 0 0 0 0 0 0 0 0 0 0 0.695 0 0 0 0], [0 0.385 0 0 0.192 0 0 0 0 0 0 0 0 0 0 0 0 0 0.284 0 0 0 0.245 0.142 0.196 0 0.693 0], [0 0 0 0 0 0.482 0 0 0 0 0 0 0 0 0.793 0 0 0 0.349 0 0.371 0.251 0 0 0 0 0 0.842], [0.692 0 0.055 0 0 0 0.388 0 0 0 0 0 0.076 0.526 0 0 0 0 0 0 0 0.585 0 0 0 0.403 0 0], [0 0 0.98 0 0 0 0 0 0 0 0 0.297 0 0 0 0 0 0 0.629 0 0 0 0 0 0 0 0 0], [0 0 0.247 0 0 0 0 0 0 0 0.297 0 0 0 0.274 0.393 0 0 0.173 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.246 0 0 0 0 0.076 0 0 0.259 0 0 0.22 0.721 0.857 0 0 0 0 0.044 0 0 0 0 0.133], [0 0.636 0 0 0.208 0 0 0 0 0.526 0 0 0 0.409 0 0 0 0 0 0 0 0 0 0.669 0.494 0.278 0 0.757], [0 0.085 0 0.795 0 0.418 0 0 0.793 0 0 0.274 0 0 0.905 0 0 0 0 0 0.708 0.501 0 0 0 0 0 0.462], [0.628 0 0.182 0 0.636 0 0 0 0 0 0 0.393 0.22 0 0 0.279 0 0 0 0 0 0.348 0 0 0 0 0.326 0], [0 0 0.852 0.41 0 0.187 0 0 0 0 0 0 0.721 0 0 0 0 0 0.453 0 0 0 0 0 0.127 0 0 0], [0 0 0.143 0.669 0 0 0 0 0 0 0 0 0.857 0 0 0 0 0.304 0 0 0 0 0 0 0.196 0.469 0 0], [0 0 0 0 0.5 0 0 0.284 0.349 0 0.629 0.173 0 0 0 0 0.453 0 0 0 0.608 0 0.711 0.753 0 0 0.611 0.813], [0 0 0.87 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.567 0 0 0 0 0 0 0.371 0 0 0 0 0 0.708 0 0 0 0.608 0 0.559 0 0 0 0.698 0 0 0], [0 0.119 0.724 0 0 0.299 0 0 0.251 0.585 0 0 0 0 0.501 0.348 0 0 0 0 0 0 0 0 0 0 0 0], [0.43 0.679 0 0 0 0.597 0 0.245 0 0 0 0 0.044 0 0 0 0 0 0.711 0 0 0 0 0 0.449 0 0 0.474], [0 0.379 0.173 0 0 0 0.695 0.142 0 0 0 0 0 0.669 0 0 0 0 0.753 0 0 0 0 0 0 0 0 0], [0.157 0 0 0.663 0 0 0 0.196 0 0 0 0 0 0.494 0 0 0.127 0.196 0 0 0.698 0 0.449 0 0.036 0 0 0.063], [0 0.421 0.133 0.789 0 0 0 0 0 0.403 0 0 0 0.278 0 0 0 0.469 0 0 0 0 0 0 0 0.056 0.505 0], [0 0.48 0 0.19 0 0 0 0.693 0 0 0 0 0 0 0 0.326 0 0 0.611 0 0 0 0 0 0 0.505 0.589 0], [0 0 0 0.857 0 0.353 0 0 0.842 0 0 0 0.133 0.757 0.462 0 0 0 0.813 0 0 0 0.474 0 0.063 0 0 0.79]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[24 1 2 24 4 5 6 24 8 9 10 11 12 24 14 15 24 24 18 19 24 21 24 23 24 25 26 24], [24 7 17 0 7 16 6 24 27 0 10 11 27 24 27 0 24 24 7 19 24 21 7 7 24 17 3 24], [24 7 17 0 7 16 2 24 5 12 18 2 27 24 27 12 24 24 7 2 24 5 12 7 24 2 3 24], [24 7 9 0 7 16 2 24 5 12 11 2 27 24 27 12 24 24 7 2 24 5 12 7 24 2 3 24], [24 7 9 0 7 16 2 24 5 12 11 2 27 24 27 12 24 24 7 2 24 5 12 7 24 2 3 24] | [24 7 9 0 7 16 2 24 5 12 11 2 27 24 27 12 24 24 7 2 24 5 12 7 24 2 3 24]
bellman_ford
task_scheduling: d: [9 5 9 6 7 9 11 2 2 10 9], w: [0.059 0.872 0.296 0.403 0.881 0.896 0.302 0.968 0.553 0.187 0.827], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 1 1 0 1 0 0 0], [0 1 0 0 1 1 0 1 0 0 0], [0 1 0 0 1 1 0 1 0 0 1], [0 1 0 0 1 1 0 1 0 0 1], [0 1 0 1 1 1 0 1 0 0 1], [0 1 0 1 1 1 1 1 0 0 1], [0 1 1 1 1 1 1 1 0 0 1], [0 1 1 1 1 1 1 1 0 1 1] | [0 1 1 1 1 1 1 1 0 1 1]
task_scheduling
quickselect: key: [0.626 0.779 0.678 0.311 0.903 0.255 0.543 0.39 0.809 0.272 0.581 0.239], initial_trace: 11 trace | pivot:
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10 | 10
quickselect
find_maximum_subarray_kadane: key: [-0.298 0.465 0.033 -0.287 -0.008 -0.168 -0.304 -0.311 0.964 -0.305 -0.554 -0.437], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 2), (1, 2), (1, 2), (1, 2), (1, 2), (1, 2), (8, 8), (8, 8), (8, 8) | (8, 8)
find_maximum_subarray_kadane
graham_scan: x: [-1.87 1.58 0.374 -1.16 -0.193 0.941 1.08 -1.49 0.681 0.769 0.292 -0.78], y: [0.312 -0.575 -0.057 0.954 0.727 1.03 -0.635 -0.019 -1.66 -0.575 -1.5 1.42], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 1 0 1 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 0 1 0 0 1 0 0 0], [0 1 1 0 0 1 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0], [0 1 0 0 1 1 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 1], [0 1 0 1 0 1 0 0 1 0 0 1], [0 1 0 0 0 1 0 0 1 0 0 1], [1 1 0 0 0 1 0 0 1 0 0 1], [1 1 0 0 0 1 0 1 1 0 0 1] | [1 1 0 0 0 1 0 1 1 0 1 1]
graham_scan
dfs: A: [[0 0 1 0 0 0 1 1 0 0 1 1], [1 0 1 1 0 1 0 1 1 0 0 1], [0 1 1 0 0 0 0 1 1 0 1 1], [0 1 0 1 0 1 1 0 1 0 0 1], [0 1 0 0 0 1 1 1 0 0 0 1], [1 0 1 1 0 1 0 1 0 0 0 1], [0 0 0 1 1 0 1 0 1 0 1 0], [0 0 1 1 0 0 1 1 0 0 1 0], [1 1 1 0 0 0 1 0 1 0 1 0], [1 0 0 1 1 1 0 1 0 0 1 1], [0 1 1 1 1 1 0 0 1 0 1 0], [0 0 0 0 1 0 1 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 0 3 4 5 6 7 8 9 10 11], [0 1 0 3 4 5 6 7 8 9 10 11], [0 2 0 3 4 5 6 7 8 9 10 11], [0 2 0 3 4 5 6 7 8 9 10 11], [0 2 0 1 4 5 6 7 8 9 10 11], [0 2 0 1 4 5 6 7 8 9 10 11], [0 2 0 1 4 3 6 7 8 9 10 11], [0 2 0 1 4 3 6 7 8 9 10 11], [0 2 0 1 4 3 6 5 8 9 10 11], [0 2 0 1 4 3 6 5 8 9 10 11], [0 2 0 1 4 3 7 5 8 9 10 11], [0 2 0 1 4 3 7 5 8 9 10 11], [0 2 0 1 6 3 7 5 8 9 10 11], [0 2 0 1 6 3 7 5 8 9 10 11], [0 2 0 1 6 3 7 5 8 9 10 4], [0 2 0 1 6 3 7 5 8 9 10 4], [0 2 0 1 6 3 7 5 8 9 10 4], [0 2 0 1 6 3 7 5 8 9 10 4], [0 2 0 1 6 3 7 5 6 9 10 4], [0 2 0 1 6 3 7 5 6 9 10 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4], [0 2 0 1 6 3 7 5 6 9 8 4] | [0 2 0 1 6 3 7 5 6 9 8 4]
dfs
dijkstra: s: 3, A: [[0.114 0 0 0 0 0 0 0 0 0], [0 0.527 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0.275 0 0 0.505 0 0.47 0], [0 0 0 0 0 0 0 0.707 0 0], [0 0 0 0 0 0.715 0 0 0 0], [0 0 0 0.505 0 0 0.035 0.439 0 0.651], [0 0 0 0 0.707 0 0.439 0.179 0 0], [0 0 0 0.47 0 0 0 0 0.33 0], [0 0 0 0 0 0 0.651 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 5 3 7 3 9], [0 1 2 3 4 5 3 7 3 9], [0 1 2 3 4 5 3 6 3 6], [0 1 2 3 7 5 3 6 3 6], [0 1 2 3 7 5 3 6 3 6] | [0 1 2 3 7 5 3 6 3 6]
dijkstra
insertion_sort: key: [0.503 0.184 0.504 0.902 0.215 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], initial_trace: [0.503 0.184 0.504 0.902 0.215 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981] trace | pred:
[0.184 0.503 0.504 0.902 0.215 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.503 0.504 0.902 0.215 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.503 0.504 0.902 0.215 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.503 0.504 0.902 0.478 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.503 0.504 0.902 0.694 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.503 0.504 0.694 0.902 0.802 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.503 0.504 0.694 0.802 0.902 0.705 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.503 0.504 0.694 0.705 0.802 0.902 0.748 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.503 0.504 0.694 0.705 0.748 0.802 0.902 0.499 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.184 0.215 0.478 0.499 0.503 0.504 0.694 0.705 0.748 0.802 0.902 0.125 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.478 0.499 0.503 0.504 0.694 0.705 0.748 0.802 0.902 0.312 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.478 0.499 0.503 0.504 0.694 0.705 0.748 0.802 0.902 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.478 0.499 0.503 0.504 0.694 0.705 0.748 0.802 0.902 0.996 0.507 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.802 0.902 0.996 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.802 0.902 0.996 0.999 0.762 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.902 0.996 0.999 0.377 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.377 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.902 0.996 0.999 0.961 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.312 0.377 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.902 0.961 0.996 0.999 0.288 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.377 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.902 0.961 0.996 0.999 0.805 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.377 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.805 0.902 0.961 0.996 0.999 0.353 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.478 0.499 0.503 0.504 0.507 0.694 0.705 0.748 0.762 0.802 0.805 0.902 0.961 0.996 0.999 0.653 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.902 0.961 0.996 0.999 0.923 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.902 0.923 0.961 0.996 0.999 0.439 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.439 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.902 0.923 0.961 0.996 0.999 0.86 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.439 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.86 0.902 0.923 0.961 0.996 0.999 0.912 0.981], [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.439 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.86 0.902 0.912 0.923 0.961 0.996 0.999 0.981] | [0.125 0.184 0.215 0.288 0.312 0.353 0.377 0.439 0.478 0.499 0.503 0.504 0.507 0.653 0.694 0.705 0.748 0.762 0.802 0.805 0.86 0.902 0.912 0.923 0.961 0.981 0.996 0.999]
insertion_sort
graham_scan: x: [0.301 -0.133 1.46 -0.033 1.1 -1.31 0.78 -0.989 0.191 -1.68 -0.139 1.16 -0.533 0.901 1.75 0.706 1.25 -0.734 0.796 0.062 -1.12 1.39 0.132], y: [-1.16 0.856 -0.551 -0.896 -0.745 0.601 -0.445 -1.22 1.05 -0.988 1.07 -0.675 1.43 0.222 0.599 1.26 0.114 1.52 1.74 -0.555 0.172 -1.02 -1.6], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1], [1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 1 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1], [0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1], [0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 1 1], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1], [0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1] | [0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 1 0 0 1 1]
graham_scan
dijkstra: s: 2, A: [[0 0.712 0 0 0], [0.712 0.536 0 0.44 0], [0 0 0.694 0.261 0.722], [0 0.44 0.261 0.443 0], [0 0 0.722 0 0.652]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 2 2], [0 3 2 2 2], [1 3 2 2 2], [1 3 2 2 2] | [1 3 2 2 2]
dijkstra
jarvis_march: x: [0.163 0.733 -0.012 0.577 1.68 0.142 0.458 -1.43 -0.024 1.02 -0.724 0.418], y: [-0.194 -1.13 -0.6 1.52 0.576 1.32 1.85 0.511 -0.414 -0.375 -0.005 -0.271], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 0 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0], [0 1 1 0 1 0 1 1 0 0 0 0] | [0 1 1 0 1 0 1 1 0 0 0 0]
jarvis_march
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [1 0 3 0 3 0 0 0 1 2 3 0], initial_trace: 0 trace | s:
0, 0, 0, 1 | 2
kmp_matcher
lcs_length: string: [0 0 0 0 0 1 1 1 1 1], key: [1 2 1 3 1 3 3 2 2 0], initial_trace: [[-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 0 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] trace | b:
[[-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 0 1 1 1], [-1 -1 -1 -1 -1 1 2 1 1 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 0 2 1 1], [-1 -1 -1 -1 -1 1 1 2 1 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 0 1 1 1], [-1 -1 -1 -1 -1 1 1 1 2 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] | [[-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 0 1 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]]
lcs_length
binary_search: key: [0.194 0.216 0.248 0.288 0.357 0.601 0.656 0.716 0.808 0.911], target: 0.774, initial_trace: (0, 9) trace | (low, high):
(5, 9), (8, 9) | (8, 8)
binary_search
topological_sort: A: [[0 1 0 0 0], [0 0 0 0 0], [1 1 0 0 0], [0 1 0 0 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 1, [1 1 2 3 4], 0, [1 1 2 3 4], 0, [1 1 2 3 4], 0, [1 1 0 3 4], 2, [1 1 0 3 4], 2, [1 1 0 3 4], 2, [1 1 0 2 4], 3, [1 1 0 2 4], 3, [1 1 0 2 4], 3 | [1 1 0 2 3], 4
topological_sort