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weekly · 2026-10-26 08:40 UTC

Ejecución semanal de todos los solvers registrados sobre la suite v1 (54 instancias de Pisinger con óptimo).

Parámetro Valor
Commit 85fe5ab
Ejecuciones 12960 (54 instancias × 8 solvers × 30 semillas desde 1), 360 fallidas
Presupuesto por ejecución 50000 evaluaciones, 10 s
Calentamiento por solver 2 (no se registran)
Orden barajado con semilla 1
Ejecución un proceso por solver; límite duro: presupuesto de tiempo + 5 s
Entorno AMD EPYC 7763 64-Core Processor · 4 núcleos · Java 25.0.4.1 (Eclipse Adoptium) · Linux 6.17.0-1022-azure amd64
Duración 444 s
Conjunto de instancias 517a1868
Datos manifest.json · runs.jsonl · summary.csv

Solvers

Solver Autor declarado Autores en git Código
discrete-binary-harmony-search/legacy Jorge Herrera Franklin Daniel Morfa Vega 57ca2dc5
exact/dynamic-programming baseline Daniel Morfa Vega 22c0a2e5
greedy/ratio baseline Daniel Morfa Vega 94498bdc
greedy/ratio-best-item baseline Daniel Morfa Vega 8133d093
harmony-search/legacy Jorge Herrera Franklin Daniel Morfa Vega e21c9708
hill-climbing-best-ascent/legacy Daniel Morfa Vega Daniel Morfa Vega 957f17a5
hill-climbing-first-ascent/legacy Jorge Herrera Franklin Daniel Morfa Vega ac530ff5
improved-harmony-search/legacy Jorge Herrera Franklin Daniel Morfa Vega 24bc55f9

La huella es el SHA-256 de las fuentes de las que depende cada solver; la lista completa está en manifest.json. Los autores en git son los de sus fuentes, sin knapsack-core ni knapsack-bench.

Cómo leer esta página

El GAP es 100 · (referencia − beneficio) / referencia: la referencia es el óptimo conocido o, si falta, la cota de Dantzig, y entonces el GAP se marca con ≤. Las métricas de calidad usan solo las ejecuciones correctas. Los tiempos solo son comparables dentro de esta misma ejecución: cambian con la máquina.

Clasificación global

Prueba de Friedman sobre el GAP mediano de cada solver en cada instancia: χ² = 342.592, p = 4.7e-70. Hay diferencias significativas entre los solvers (α = 0.05).

Posición Solver Autor Rango medio Media de GAP medianos
1 exact/dynamic-programming baseline 1.11 0.00 %
2 greedy/ratio baseline 2.44 0.46 %
3 greedy/ratio-best-item baseline 2.44 0.46 %
4 improved-harmony-search/legacy Jorge Herrera Franklin 4.89 19.35 %
5 discrete-binary-harmony-search/legacy Jorge Herrera Franklin 5.07 19.19 %
6 harmony-search/legacy Jorge Herrera Franklin 5.43 19.41 %
7 hill-climbing-first-ascent/legacy Jorge Herrera Franklin 6.83 22.50 % (sin ejecuciones correctas en 12)
8 hill-climbing-best-ascent/legacy Daniel Morfa Vega 7.78 94.88 %

Diferencia crítica de Nemenyi (α = 0.05): 1.429. Dos solvers cuyos rangos medios difieren menos que ese valor no se distinguen estadísticamente.

Comparaciones por pares

Prueba de Wilcoxon de rangos con signo sobre los GAP medianos por instancia, con corrección de Holm para 28 comparaciones. 23 pares muestran una diferencia significativa (α = 0.05).

Ver los 28 pares
Solver A Solver B A gana / pierde / empata p p (Holm) Conclusión
discrete-binary-harmony-search/legacy exact/dynamic-programming 0 / 54 / 0 1.7e-10 ≈ 4.1e-09 mejor exact/dynamic-programming
discrete-binary-harmony-search/legacy greedy/ratio 0 / 54 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio
discrete-binary-harmony-search/legacy greedy/ratio-best-item 0 / 54 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio-best-item
discrete-binary-harmony-search/legacy harmony-search/legacy 36 / 18 / 0 0.012 ≈ 0.058 sin diferencia significativa
discrete-binary-harmony-search/legacy hill-climbing-best-ascent/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor discrete-binary-harmony-search/legacy
discrete-binary-harmony-search/legacy hill-climbing-first-ascent/legacy 47 / 7 / 0 3.1e-08 ≈ 2.2e-07 mejor discrete-binary-harmony-search/legacy
discrete-binary-harmony-search/legacy improved-harmony-search/legacy 21 / 33 / 0 0.925 ≈ 1.000 sin diferencia significativa
exact/dynamic-programming greedy/ratio 48 / 0 / 6 7.1e-15 2.0e-13 mejor exact/dynamic-programming
exact/dynamic-programming greedy/ratio-best-item 48 / 0 / 6 7.1e-15 2.0e-13 mejor exact/dynamic-programming
exact/dynamic-programming harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor exact/dynamic-programming
exact/dynamic-programming hill-climbing-best-ascent/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor exact/dynamic-programming
exact/dynamic-programming hill-climbing-first-ascent/legacy 54 / 0 / 0 1.6e-10 ≈ 4.1e-09 mejor exact/dynamic-programming
exact/dynamic-programming improved-harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor exact/dynamic-programming
greedy/ratio greedy/ratio-best-item 0 / 0 / 54 1.000 1.000 sin diferencia significativa
greedy/ratio harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio
greedy/ratio hill-climbing-best-ascent/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio
greedy/ratio hill-climbing-first-ascent/legacy 54 / 0 / 0 1.6e-10 ≈ 4.1e-09 mejor greedy/ratio
greedy/ratio improved-harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio
greedy/ratio-best-item harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio-best-item
greedy/ratio-best-item hill-climbing-best-ascent/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio-best-item
greedy/ratio-best-item hill-climbing-first-ascent/legacy 54 / 0 / 0 1.6e-10 ≈ 4.1e-09 mejor greedy/ratio-best-item
greedy/ratio-best-item improved-harmony-search/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor greedy/ratio-best-item
harmony-search/legacy hill-climbing-best-ascent/legacy 54 / 0 / 0 1.7e-10 ≈ 4.1e-09 mejor harmony-search/legacy
harmony-search/legacy hill-climbing-first-ascent/legacy 45 / 9 / 0 1.4e-07 ≈ 8.7e-07 mejor harmony-search/legacy
harmony-search/legacy improved-harmony-search/legacy 22 / 32 / 0 0.661 ≈ 1.000 sin diferencia significativa
hill-climbing-best-ascent/legacy hill-climbing-first-ascent/legacy 12 / 42 / 0 0.168 ≈ 0.671 sin diferencia significativa
hill-climbing-best-ascent/legacy improved-harmony-search/legacy 0 / 54 / 0 1.7e-10 ≈ 4.1e-09 mejor improved-harmony-search/legacy
hill-climbing-first-ascent/legacy improved-harmony-search/legacy 5 / 49 / 0 1.4e-09 ≈ 1.1e-08 mejor improved-harmony-search/legacy

Resultados por instancia

almost-strongly-correlated-n1000-r1000-h25of100-s1

1000 objetos · capacidad 128820 · óptimo 177316 · instances/suite-v1/almost-strongly-correlated-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 177316 0.00 % 0.00 % 30 1 1 140.26
greedy/ratio 30/30 177243 0.04 % 0.04 % 0 1 1 0.26
greedy/ratio-best-item 30/30 177243 0.04 % 0.04 % 0 2 1 0.25
improved-harmony-search/legacy 30/30 155074 13.27 % 12.54 % 0 21340 1282 112.16
discrete-binary-harmony-search/legacy 30/30 155387 13.35 % 12.37 % 0 21261 777 89.56
harmony-search/legacy 30/30 155082 13.55 % 12.54 % 0 21259 1290 109.53
hill-climbing-best-ascent/legacy 30/30 1464 99.17 % 99.17 % 0 20022 3401 25.26
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

almost-strongly-correlated-n1000-r1000-h50of100-s1

1000 objetos · capacidad 257641 · óptimo 327165 · instances/suite-v1/almost-strongly-correlated-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 327165 0.00 % 0.00 % 30 1 1 318.64
greedy/ratio 30/30 326531 0.19 % 0.19 % 0 1 1 0.25
greedy/ratio-best-item 30/30 326531 0.19 % 0.19 % 0 2 1 0.24
improved-harmony-search/legacy 30/30 308160 6.23 % 5.81 % 0 701 34 5.73
harmony-search/legacy 30/30 308211 6.28 % 5.79 % 0 711 23 5.41
discrete-binary-harmony-search/legacy 30/30 307494 6.35 % 6.01 % 0 748 31 4.65
hill-climbing-first-ascent/legacy 30/30 307978 7.56 % 5.86 % 0 23 8 0.19
hill-climbing-best-ascent/legacy 30/30 1464 99.55 % 99.55 % 0 20022 3401 25.32

almost-strongly-correlated-n1000-r1000-h75of100-s1

1000 objetos · capacidad 386462 · óptimo 472189 · instances/suite-v1/almost-strongly-correlated-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 472189 0.00 % 0.00 % 30 1 1 506.00
greedy/ratio 30/30 472157 0.01 % 0.01 % 0 1 1 0.25
greedy/ratio-best-item 30/30 472157 0.01 % 0.01 % 0 2 1 0.23
discrete-binary-harmony-search/legacy 30/30 349260 30.70 % 26.03 % 0 698 7 6.22
harmony-search/legacy 30/30 340146 30.93 % 27.96 % 0 698 6 5.94
hill-climbing-first-ascent/legacy 30/30 338874 33.22 % 28.23 % 0 22 11 0.18
improved-harmony-search/legacy 30/30 332768 33.39 % 29.53 % 0 118 2 1.92
hill-climbing-best-ascent/legacy 30/30 1464 99.69 % 99.69 % 0 20022 3401 25.09

almost-strongly-correlated-n200-r1000-h25of100-s1

200 objetos · capacidad 25292 · óptimo 34824 · instances/suite-v1/almost-strongly-correlated-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 34824 0.00 % 0.00 % 30 1 1 6.34
greedy/ratio 30/30 34325 1.43 % 1.43 % 0 1 1 0.07
greedy/ratio-best-item 30/30 34325 1.43 % 1.43 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 30790 13.51 % 11.58 % 0 4471 262 5.18
harmony-search/legacy 30/30 31029 13.80 % 10.90 % 0 4322 168 4.84
discrete-binary-harmony-search/legacy 30/30 31022 13.87 % 10.92 % 0 4339 161 4.05
hill-climbing-best-ascent/legacy 30/30 1754 94.96 % 94.96 % 0 4022 769 1.83
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

almost-strongly-correlated-n200-r1000-h50of100-s1

200 objetos · capacidad 50585 · óptimo 64435 · instances/suite-v1/almost-strongly-correlated-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 64435 0.00 % 0.00 % 30 1 1 13.84
greedy/ratio 30/30 63976 0.71 % 0.71 % 0 1 1 0.07
greedy/ratio-best-item 30/30 63976 0.71 % 0.71 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 60595 6.63 % 5.96 % 0 471 18 0.94
harmony-search/legacy 30/30 60959 7.01 % 5.39 % 0 351 12 0.70
discrete-binary-harmony-search/legacy 30/30 60701 7.30 % 5.79 % 0 342 5 0.59
hill-climbing-first-ascent/legacy 30/30 60564 8.31 % 6.01 % 0 23 7 0.05
hill-climbing-best-ascent/legacy 30/30 1754 97.28 % 97.28 % 0 4022 769 1.78

almost-strongly-correlated-n200-r1000-h75of100-s1

200 objetos · capacidad 75878 · óptimo 93021 · instances/suite-v1/almost-strongly-correlated-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 93021 0.00 % 0.00 % 30 1 1 21.67
greedy/ratio 30/30 92775 0.26 % 0.26 % 0 1 1 0.08
greedy/ratio-best-item 30/30 92775 0.26 % 0.26 % 0 2 1 0.07
harmony-search/legacy 30/30 72583 25.72 % 21.97 % 0 698 8 1.09
discrete-binary-harmony-search/legacy 30/30 72442 26.34 % 22.12 % 0 698 8 1.14
improved-harmony-search/legacy 30/30 71163 30.25 % 23.50 % 0 234 2 0.58
hill-climbing-first-ascent/legacy 30/30 74073 30.29 % 20.37 % 0 22 9 0.05
hill-climbing-best-ascent/legacy 30/30 1754 98.11 % 98.11 % 0 4022 769 1.76

almost-strongly-correlated-n50-r1000-h25of100-s1

50 objetos · capacidad 6081 · óptimo 8385 · instances/suite-v1/almost-strongly-correlated-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 8385 0.00 % 0.00 % 30 1 1 0.40
greedy/ratio 30/30 8015 4.41 % 4.41 % 0 1 1 0.05
greedy/ratio-best-item 30/30 8015 4.41 % 4.41 % 0 2 1 0.04
hill-climbing-first-ascent/legacy 30/30 7661 12.38 % 8.63 % 0 1003 991 1.10
improved-harmony-search/legacy 30/30 7496 13.98 % 10.60 % 0 1343 65 0.55
discrete-binary-harmony-search/legacy 30/30 7547 15.48 % 9.99 % 0 1234 49 0.43
harmony-search/legacy 30/30 7563 16.52 % 9.80 % 0 1223 47 0.50
hill-climbing-best-ascent/legacy 30/30 2022 75.89 % 75.89 % 0 1022 203 0.27

almost-strongly-correlated-n50-r1000-h50of100-s1

50 objetos · capacidad 12162 · óptimo 15570 · instances/suite-v1/almost-strongly-correlated-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 15570 0.00 % 0.00 % 30 1 1 0.92
greedy/ratio 30/30 15132 2.81 % 2.81 % 0 1 1 0.06
greedy/ratio-best-item 30/30 15132 2.81 % 2.81 % 0 2 1 0.05
improved-harmony-search/legacy 30/30 14861 8.38 % 4.55 % 0 488 12 0.28
harmony-search/legacy 30/30 14903 9.00 % 4.28 % 0 270 5 0.18
discrete-binary-harmony-search/legacy 30/30 14731 9.51 % 5.39 % 0 320 8 0.18
hill-climbing-first-ascent/legacy 30/30 14699 10.02 % 5.59 % 0 22 11 0.02
hill-climbing-best-ascent/legacy 30/30 2022 87.01 % 87.01 % 0 1022 203 0.29

almost-strongly-correlated-n50-r1000-h75of100-s1

50 objetos · capacidad 18244 · óptimo 22540 · instances/suite-v1/almost-strongly-correlated-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 22540 0.00 % 0.00 % 30 1 1 1.38
greedy/ratio 30/30 22525 0.07 % 0.07 % 0 1 1 0.04
greedy/ratio-best-item 30/30 22525 0.07 % 0.07 % 0 2 1 0.04
discrete-binary-harmony-search/legacy 30/30 20896 21.93 % 7.29 % 0 642 6 0.31
harmony-search/legacy 30/30 20424 23.20 % 9.39 % 0 638 5 0.29
improved-harmony-search/legacy 30/30 21914 23.73 % 2.78 % 0 408 3 0.26
hill-climbing-first-ascent/legacy 30/30 19215 30.58 % 14.75 % 0 22 13 0.02
hill-climbing-best-ascent/legacy 30/30 2022 91.03 % 91.03 % 0 1022 203 0.31

inverse-strongly-correlated-n1000-r1000-h25of100-s1

1000 objetos · capacidad 149990 · óptimo 135190 · instances/suite-v1/inverse-strongly-correlated-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 135190 0.00 % 0.00 % 30 1 1 104.53
greedy/ratio 30/30 135190 0.00 % 0.00 % 30 1 1 0.24
greedy/ratio-best-item 30/30 135190 0.00 % 0.00 % 30 2 1 0.26
discrete-binary-harmony-search/legacy 30/30 126883 7.21 % 6.14 % 0 21328 767 89.87
improved-harmony-search/legacy 30/30 126456 7.25 % 6.46 % 0 21401 1370 112.37
harmony-search/legacy 30/30 125965 7.44 % 6.82 % 0 21270 1057 109.38
hill-climbing-best-ascent/legacy 30/30 1492 98.90 % 98.90 % 0 20022 2833 25.16
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

inverse-strongly-correlated-n1000-r1000-h50of100-s1

1000 objetos · capacidad 299981 · óptimo 267881 · instances/suite-v1/inverse-strongly-correlated-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 267881 0.00 % 0.00 % 30 1 1 260.77
greedy/ratio 30/30 267880 0.00 % 0.00 % 0 1 1 0.24
greedy/ratio-best-item 30/30 267880 0.00 % 0.00 % 0 2 1 0.24
discrete-binary-harmony-search/legacy 30/30 252204 6.52 % 5.85 % 0 724 32 4.62
harmony-search/legacy 30/30 251323 6.59 % 6.18 % 0 718 22 5.51
improved-harmony-search/legacy 30/30 251811 6.59 % 6.00 % 0 720 24 5.69
hill-climbing-first-ascent/legacy 30/30 250330 7.91 % 6.55 % 0 23 15 0.21
hill-climbing-best-ascent/legacy 30/30 1492 99.44 % 99.44 % 0 20022 2833 25.10

inverse-strongly-correlated-n1000-r1000-h75of100-s1

1000 objetos · capacidad 449972 · óptimo 395572 · instances/suite-v1/inverse-strongly-correlated-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 395572 0.00 % 0.00 % 30 1 1 457.34
greedy/ratio 30/30 395571 0.00 % 0.00 % 0 1 1 0.25
greedy/ratio-best-item 30/30 395571 0.00 % 0.00 % 0 2 1 0.25
discrete-binary-harmony-search/legacy 30/30 278775 32.73 % 29.53 % 0 698 5 6.21
harmony-search/legacy 30/30 280910 32.74 % 28.99 % 0 698 7 5.93
improved-harmony-search/legacy 30/30 280237 33.34 % 29.16 % 0 118 2 1.91
hill-climbing-first-ascent/legacy 30/30 265903 36.53 % 32.78 % 0 22 9 0.18
hill-climbing-best-ascent/legacy 30/30 1492 99.62 % 99.62 % 0 20022 2833 25.04

inverse-strongly-correlated-n200-r1000-h25of100-s1

200 objetos · capacidad 30062 · óptimo 26962 · instances/suite-v1/inverse-strongly-correlated-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 26962 0.00 % 0.00 % 30 1 1 4.67
greedy/ratio 30/30 26954 0.03 % 0.03 % 0 1 1 0.08
greedy/ratio-best-item 30/30 26954 0.03 % 0.03 % 0 2 1 0.07
improved-harmony-search/legacy 30/30 25724 7.36 % 4.59 % 0 4460 264 5.11
harmony-search/legacy 30/30 25504 7.74 % 5.41 % 0 4380 253 4.98
discrete-binary-harmony-search/legacy 30/30 25379 8.02 % 5.87 % 0 4362 171 4.08
hill-climbing-best-ascent/legacy 30/30 1303 95.17 % 95.17 % 0 4022 783 1.76
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

inverse-strongly-correlated-n200-r1000-h50of100-s1

200 objetos · capacidad 60124 · óptimo 53424 · instances/suite-v1/inverse-strongly-correlated-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 53424 0.00 % 0.00 % 30 1 1 11.16
greedy/ratio 30/30 53423 0.00 % 0.00 % 0 1 1 0.08
greedy/ratio-best-item 30/30 53423 0.00 % 0.00 % 0 2 1 0.07
improved-harmony-search/legacy 30/30 50802 6.07 % 4.91 % 0 445 22 0.89
harmony-search/legacy 30/30 50748 6.35 % 5.01 % 0 333 17 0.67
discrete-binary-harmony-search/legacy 30/30 50624 6.60 % 5.24 % 0 326 13 0.59
hill-climbing-first-ascent/legacy 30/30 50463 9.50 % 5.54 % 0 23 12 0.05
hill-climbing-best-ascent/legacy 30/30 1303 97.56 % 97.56 % 0 4022 783 1.74

inverse-strongly-correlated-n200-r1000-h75of100-s1

200 objetos · capacidad 90187 · óptimo 79077 · instances/suite-v1/inverse-strongly-correlated-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 79077 0.00 % 0.00 % 30 1 1 19.14
greedy/ratio 30/30 79077 0.00 % 0.00 % 30 1 1 0.09
greedy/ratio-best-item 30/30 79077 0.00 % 0.00 % 30 2 1 0.08
discrete-binary-harmony-search/legacy 30/30 61661 27.42 % 22.02 % 0 698 8 1.16
harmony-search/legacy 30/30 61211 27.98 % 22.59 % 0 698 6 1.08
improved-harmony-search/legacy 30/30 60634 29.91 % 23.32 % 0 234 3 0.63
hill-climbing-first-ascent/legacy 30/30 63006 35.14 % 20.32 % 0 22 11 0.05
hill-climbing-best-ascent/legacy 30/30 1303 98.35 % 98.35 % 0 4022 783 1.77

inverse-strongly-correlated-n50-r1000-h25of100-s1

50 objetos · capacidad 7423 · óptimo 6623 · instances/suite-v1/inverse-strongly-correlated-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 6623 0.00 % 0.00 % 30 1 1 0.39
greedy/ratio 30/30 6615 0.12 % 0.12 % 0 1 1 0.04
greedy/ratio-best-item 30/30 6615 0.12 % 0.12 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 6324 7.86 % 4.51 % 0 1315 93 0.53
harmony-search/legacy 30/30 6315 8.71 % 4.65 % 0 1194 45 0.48
discrete-binary-harmony-search/legacy 30/30 6318 8.85 % 4.61 % 0 1194 48 0.41
hill-climbing-first-ascent/legacy 30/30 6223 12.30 % 6.04 % 0 1951 1939 1.84
hill-climbing-best-ascent/legacy 30/30 1020 84.60 % 84.60 % 0 1022 129 0.27

inverse-strongly-correlated-n50-r1000-h50of100-s1

50 objetos · capacidad 14847 · óptimo 13047 · instances/suite-v1/inverse-strongly-correlated-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 13047 0.00 % 0.00 % 30 1 1 0.87
greedy/ratio 30/30 12974 0.56 % 0.56 % 0 1 1 0.05
greedy/ratio-best-item 30/30 12974 0.56 % 0.56 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 12688 5.67 % 2.75 % 0 491 17 0.28
discrete-binary-harmony-search/legacy 30/30 12594 6.55 % 3.47 % 0 286 10 0.18
harmony-search/legacy 30/30 12531 7.74 % 3.95 % 0 238 8 0.16
hill-climbing-first-ascent/legacy 30/30 12507 8.22 % 4.14 % 0 22 11 0.02
hill-climbing-best-ascent/legacy 30/30 1020 92.18 % 92.18 % 0 1022 129 0.27

inverse-strongly-correlated-n50-r1000-h75of100-s1

50 objetos · capacidad 22270 · óptimo 19270 · instances/suite-v1/inverse-strongly-correlated-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 19270 0.00 % 0.00 % 30 1 1 1.39
greedy/ratio 30/30 19238 0.17 % 0.17 % 0 1 1 0.05
greedy/ratio-best-item 30/30 19238 0.17 % 0.17 % 0 2 1 0.05
discrete-binary-harmony-search/legacy 30/30 18015 18.00 % 6.51 % 0 669 8 0.33
harmony-search/legacy 30/30 17150 18.87 % 11.00 % 0 638 6 0.30
improved-harmony-search/legacy 30/30 18071 21.94 % 6.22 % 0 408 5 0.27
hill-climbing-first-ascent/legacy 30/30 18065 30.38 % 6.25 % 0 22 9 0.02
hill-climbing-best-ascent/legacy 30/30 1020 94.71 % 94.71 % 0 1022 129 0.26

strongly-correlated-n1000-r1000-h25of100-s1

1000 objetos · capacidad 125238 · óptimo 173938 · instances/suite-v1/strongly-correlated-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 173938 0.00 % 0.00 % 30 1 1 109.69
greedy/ratio 30/30 173886 0.03 % 0.03 % 0 1 1 0.25
greedy/ratio-best-item 30/30 173886 0.03 % 0.03 % 0 2 1 0.25
improved-harmony-search/legacy 30/30 151245 13.62 % 13.05 % 0 21305 745 111.77
discrete-binary-harmony-search/legacy 30/30 151546 13.74 % 12.87 % 0 21070 800 90.27
harmony-search/legacy 30/30 152028 13.78 % 12.60 % 0 21127 1307 108.47
hill-climbing-best-ascent/legacy 30/30 1692 99.03 % 99.03 % 0 20022 2833 25.23
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

strongly-correlated-n1000-r1000-h50of100-s1

1000 objetos · capacidad 250476 · óptimo 320176 · instances/suite-v1/strongly-correlated-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 320176 0.00 % 0.00 % 30 1 1 251.20
greedy/ratio 30/30 319595 0.18 % 0.18 % 0 1 1 0.25
greedy/ratio-best-item 30/30 319595 0.18 % 0.18 % 0 2 1 0.25
discrete-binary-harmony-search/legacy 30/30 300919 6.44 % 6.01 % 0 715 31 4.54
harmony-search/legacy 30/30 300405 6.58 % 6.18 % 0 748 33 5.59
improved-harmony-search/legacy 30/30 300911 6.62 % 6.02 % 0 738 25 5.84
hill-climbing-first-ascent/legacy 30/30 299793 7.93 % 6.37 % 0 23 14 0.18
hill-climbing-best-ascent/legacy 30/30 1692 99.47 % 99.47 % 0 20022 2833 25.04

strongly-correlated-n1000-r1000-h75of100-s1

1000 objetos · capacidad 375715 · óptimo 461515 · instances/suite-v1/strongly-correlated-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 461515 0.00 % 0.00 % 30 1 1 413.99
greedy/ratio 30/30 460850 0.14 % 0.14 % 0 1 1 0.24
greedy/ratio-best-item 30/30 460850 0.14 % 0.14 % 0 2 1 0.24
discrete-binary-harmony-search/legacy 30/30 326839 30.83 % 29.18 % 0 698 8 6.22
harmony-search/legacy 30/30 335223 31.33 % 27.36 % 0 698 7 5.93
improved-harmony-search/legacy 30/30 330047 32.85 % 28.49 % 0 118 1 1.92
hill-climbing-first-ascent/legacy 30/30 333430 34.00 % 27.75 % 0 22 11 0.16
hill-climbing-best-ascent/legacy 30/30 1692 99.63 % 99.63 % 0 20022 2833 25.25

strongly-correlated-n200-r1000-h25of100-s1

200 objetos · capacidad 25111 · óptimo 34511 · instances/suite-v1/strongly-correlated-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 34511 0.00 % 0.00 % 30 1 1 5.02
greedy/ratio 30/30 34228 0.82 % 0.82 % 0 1 1 0.09
greedy/ratio-best-item 30/30 34228 0.82 % 0.82 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 30802 12.98 % 10.75 % 0 4428 273 5.13
discrete-binary-harmony-search/legacy 30/30 30559 13.32 % 11.45 % 0 4362 168 4.12
harmony-search/legacy 30/30 30413 13.59 % 11.87 % 0 4306 148 4.88
hill-climbing-best-ascent/legacy 30/30 1503 95.64 % 95.64 % 0 4022 783 1.74
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

strongly-correlated-n200-r1000-h50of100-s1

200 objetos · capacidad 50223 · óptimo 63923 · instances/suite-v1/strongly-correlated-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 63923 0.00 % 0.00 % 30 1 1 11.08
greedy/ratio 30/30 63803 0.19 % 0.19 % 0 1 1 0.09
greedy/ratio-best-item 30/30 63803 0.19 % 0.19 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 60802 6.31 % 4.88 % 0 476 18 0.92
discrete-binary-harmony-search/legacy 30/30 60237 6.91 % 5.77 % 0 351 10 0.62
harmony-search/legacy 30/30 60375 7.02 % 5.55 % 0 348 9 0.74
hill-climbing-first-ascent/legacy 30/30 60175 8.24 % 5.86 % 0 23 11 0.05
hill-climbing-best-ascent/legacy 30/30 1503 97.65 % 97.65 % 0 4022 783 1.75

strongly-correlated-n200-r1000-h75of100-s1

200 objetos · capacidad 75335 · óptimo 92335 · instances/suite-v1/strongly-correlated-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 92335 0.00 % 0.00 % 30 1 1 17.96
greedy/ratio 30/30 91724 0.66 % 0.66 % 0 1 1 0.08
greedy/ratio-best-item 30/30 91724 0.66 % 0.66 % 0 2 1 0.07
discrete-binary-harmony-search/legacy 30/30 72029 25.81 % 21.99 % 0 698 7 1.16
harmony-search/legacy 30/30 74198 25.82 % 19.64 % 0 638 6 1.07
improved-harmony-search/legacy 30/30 73792 29.54 % 20.08 % 0 234 2 0.62
hill-climbing-first-ascent/legacy 30/30 70207 32.32 % 23.96 % 0 22 7 0.05
hill-climbing-best-ascent/legacy 30/30 1503 98.37 % 98.37 % 0 4022 783 1.75

strongly-correlated-n50-r1000-h25of100-s1

50 objetos · capacidad 6185 · óptimo 8285 · instances/suite-v1/strongly-correlated-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 8285 0.00 % 0.00 % 30 1 1 0.39
greedy/ratio 30/30 7853 5.21 % 5.21 % 0 1 1 0.06
greedy/ratio-best-item 30/30 7853 5.21 % 5.21 % 0 2 1 0.05
hill-climbing-first-ascent/legacy 30/30 7853 11.35 % 5.21 % 0 832 820 0.82
harmony-search/legacy 30/30 7523 12.20 % 9.20 % 0 1188 51 0.47
improved-harmony-search/legacy 30/30 7563 12.21 % 8.71 % 0 1273 71 0.51
discrete-binary-harmony-search/legacy 30/30 7472 13.08 % 9.81 % 0 1224 46 0.43
hill-climbing-best-ascent/legacy 30/30 1220 85.27 % 85.27 % 0 1022 129 0.26

strongly-correlated-n50-r1000-h50of100-s1

50 objetos · capacidad 12371 · óptimo 15671 · instances/suite-v1/strongly-correlated-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 15671 0.00 % 0.00 % 30 1 1 0.85
greedy/ratio 30/30 15424 1.58 % 1.58 % 0 1 1 0.06
greedy/ratio-best-item 30/30 15424 1.58 % 1.58 % 0 2 1 0.05
improved-harmony-search/legacy 30/30 14905 6.57 % 4.89 % 0 493 19 0.27
hill-climbing-first-ascent/legacy 30/30 14853 7.29 % 5.22 % 0 22 12 0.02
discrete-binary-harmony-search/legacy 30/30 15020 7.55 % 4.15 % 0 296 9 0.16
harmony-search/legacy 30/30 14873 8.23 % 5.09 % 0 238 11 0.18
hill-climbing-best-ascent/legacy 30/30 1220 92.21 % 92.21 % 0 1022 129 0.29

strongly-correlated-n50-r1000-h75of100-s1

50 objetos · capacidad 18557 · óptimo 22757 · instances/suite-v1/strongly-correlated-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 22757 0.00 % 0.00 % 30 1 1 1.34
greedy/ratio 30/30 22317 1.93 % 1.93 % 0 1 1 0.04
greedy/ratio-best-item 30/30 22317 1.93 % 1.93 % 0 2 1 0.03
discrete-binary-harmony-search/legacy 30/30 21811 16.17 % 4.16 % 0 638 6 0.31
harmony-search/legacy 30/30 21854 17.39 % 3.97 % 0 608 5 0.29
improved-harmony-search/legacy 30/30 21824 21.87 % 4.10 % 0 381 5 0.23
hill-climbing-first-ascent/legacy 30/30 21264 27.94 % 6.56 % 0 22 9 0.02
hill-climbing-best-ascent/legacy 30/30 1220 94.64 % 94.64 % 0 1022 129 0.27

subset-sum-n1000-r1000-h25of100-s1

1000 objetos · capacidad 125238 · óptimo 125238 · instances/suite-v1/subset-sum-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 125238 0.00 % 0.00 % 30 1 1 78.48
greedy/ratio 30/30 125238 0.00 % 0.00 % 30 1 1 0.06
greedy/ratio-best-item 30/30 125238 0.00 % 0.00 % 30 2 1 0.05
improved-harmony-search/legacy 30/30 125238 0.19 % 0.00 % 1 21375 1099 111.92
discrete-binary-harmony-search/legacy 30/30 125231 0.21 % 0.01 % 0 21305 794 90.45
harmony-search/legacy 30/30 125224 0.24 % 0.01 % 0 21245 719 109.74
hill-climbing-best-ascent/legacy 30/30 1492 98.81 % 98.81 % 0 20022 2833 25.35
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

subset-sum-n1000-r1000-h50of100-s1

1000 objetos · capacidad 250476 · óptimo 250476 · instances/suite-v1/subset-sum-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 250476 0.00 % 0.00 % 30 1 1 188.57
greedy/ratio 30/30 250466 0.00 % 0.00 % 0 1 1 0.05
greedy/ratio-best-item 30/30 250466 0.00 % 0.00 % 0 2 1 0.05
discrete-binary-harmony-search/legacy 30/30 250451 0.23 % 0.01 % 0 684 30 4.52
improved-harmony-search/legacy 30/30 250457 0.24 % 0.01 % 0 704 39 5.77
harmony-search/legacy 30/30 250471 0.26 % 0.00 % 0 682 27 5.36
hill-climbing-first-ascent/legacy 30/30 250414 1.33 % 0.02 % 0 23 10 0.20
hill-climbing-best-ascent/legacy 30/30 1492 99.40 % 99.40 % 0 20022 2833 25.08

subset-sum-n1000-r1000-h75of100-s1

1000 objetos · capacidad 375715 · óptimo 375715 · instances/suite-v1/subset-sum-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 375715 0.00 % 0.00 % 30 1 1 332.42
greedy/ratio 30/30 375715 0.00 % 0.00 % 30 1 1 0.06
greedy/ratio-best-item 30/30 375715 0.00 % 0.00 % 30 2 1 0.05
harmony-search/legacy 30/30 277089 29.10 % 26.25 % 0 698 7 5.93
discrete-binary-harmony-search/legacy 30/30 278343 29.38 % 25.92 % 0 698 5 6.21
improved-harmony-search/legacy 30/30 271745 31.57 % 27.67 % 0 118 2 1.92
hill-climbing-first-ascent/legacy 30/30 270951 33.10 % 27.88 % 0 22 14 0.17
hill-climbing-best-ascent/legacy 30/30 1492 99.60 % 99.60 % 0 20022 2833 25.19

subset-sum-n200-r1000-h25of100-s1

200 objetos · capacidad 25111 · óptimo 25111 · instances/suite-v1/subset-sum-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 25111 0.00 % 0.00 % 30 1 1 3.31
greedy/ratio 30/30 25102 0.04 % 0.04 % 0 1 1 0.05
greedy/ratio-best-item 30/30 25102 0.04 % 0.04 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 25089 0.85 % 0.09 % 0 4366 218 5.03
harmony-search/legacy 30/30 25099 0.92 % 0.05 % 0 4380 187 4.98
discrete-binary-harmony-search/legacy 30/30 25097 1.14 % 0.06 % 0 4399 223 4.13
hill-climbing-best-ascent/legacy 30/30 1303 94.81 % 94.81 % 0 4022 783 1.78
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

subset-sum-n200-r1000-h50of100-s1

200 objetos · capacidad 50223 · óptimo 50223 · instances/suite-v1/subset-sum-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 50223 0.00 % 0.00 % 30 1 1 7.80
greedy/ratio 30/30 50216 0.01 % 0.01 % 0 1 1 0.04
greedy/ratio-best-item 30/30 50216 0.01 % 0.01 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 50221 0.36 % 0.00 % 0 456 18 0.87
discrete-binary-harmony-search/legacy 30/30 50213 0.82 % 0.02 % 0 360 8 0.62
harmony-search/legacy 30/30 50204 1.12 % 0.04 % 0 336 12 0.67
hill-climbing-first-ascent/legacy 30/30 50180 4.41 % 0.09 % 0 23 13 0.05
hill-climbing-best-ascent/legacy 30/30 1303 97.41 % 97.41 % 0 4022 783 1.77

subset-sum-n200-r1000-h75of100-s1

200 objetos · capacidad 75335 · óptimo 75335 · instances/suite-v1/subset-sum-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 75335 0.00 % 0.00 % 30 1 1 13.55
greedy/ratio 30/30 75314 0.03 % 0.03 % 0 1 1 0.04
greedy/ratio-best-item 30/30 75314 0.03 % 0.03 % 0 2 1 0.04
discrete-binary-harmony-search/legacy 30/30 63934 23.97 % 15.13 % 0 698 5 1.15
harmony-search/legacy 30/30 63272 24.31 % 16.01 % 0 698 6 1.11
improved-harmony-search/legacy 30/30 62515 26.09 % 17.02 % 0 234 2 0.60
hill-climbing-first-ascent/legacy 30/30 60876 31.82 % 19.19 % 0 22 9 0.05
hill-climbing-best-ascent/legacy 30/30 1303 98.27 % 98.27 % 0 4022 783 1.85

subset-sum-n50-r1000-h25of100-s1

50 objetos · capacidad 6185 · óptimo 6185 · instances/suite-v1/subset-sum-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 6185 0.00 % 0.00 % 30 1 1 0.32
greedy/ratio 30/30 6155 0.49 % 0.49 % 0 1 1 0.04
greedy/ratio-best-item 30/30 6155 0.49 % 0.49 % 0 2 1 0.03
hill-climbing-first-ascent/legacy 30/30 6180 1.92 % 0.08 % 0 1406 1395 1.38
improved-harmony-search/legacy 30/30 6185 2.13 % 0.00 % 1 1281 88 0.52
discrete-binary-harmony-search/legacy 30/30 6175 2.19 % 0.16 % 0 1211 46 0.43
harmony-search/legacy 30/30 6183 3.35 % 0.03 % 0 1223 42 0.48
hill-climbing-best-ascent/legacy 30/30 1020 83.51 % 83.51 % 0 1022 129 0.25

subset-sum-n50-r1000-h50of100-s1

50 objetos · capacidad 12371 · óptimo 12371 · instances/suite-v1/subset-sum-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 12371 0.00 % 0.00 % 30 1 1 0.61
greedy/ratio 30/30 12366 0.04 % 0.04 % 0 1 1 0.05
greedy/ratio-best-item 30/30 12366 0.04 % 0.04 % 0 2 1 0.03
improved-harmony-search/legacy 30/30 12354 0.83 % 0.14 % 0 457 17 0.26
discrete-binary-harmony-search/legacy 30/30 12360 1.41 % 0.09 % 0 310 11 0.18
hill-climbing-first-ascent/legacy 30/30 12301 2.32 % 0.57 % 0 22 9 0.02
harmony-search/legacy 30/30 12330 2.74 % 0.33 % 0 231 9 0.17
hill-climbing-best-ascent/legacy 30/30 1020 91.75 % 91.75 % 0 1022 129 0.30

subset-sum-n50-r1000-h75of100-s1

50 objetos · capacidad 18557 · óptimo 18557 · instances/suite-v1/subset-sum-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 18557 0.00 % 0.00 % 30 1 1 1.00
greedy/ratio 30/30 18526 0.17 % 0.17 % 0 1 1 0.06
greedy/ratio-best-item 30/30 18526 0.17 % 0.17 % 0 2 1 0.04
harmony-search/legacy 30/30 18284 13.75 % 1.47 % 0 578 6 0.29
discrete-binary-harmony-search/legacy 30/30 18467 16.35 % 0.48 % 0 638 7 0.35
improved-harmony-search/legacy 30/30 18058 18.23 % 2.69 % 0 408 4 0.24
hill-climbing-first-ascent/legacy 30/30 16045 25.67 % 13.54 % 0 22 14 0.02
hill-climbing-best-ascent/legacy 30/30 1020 94.50 % 94.50 % 0 1022 129 0.27

uncorrelated-n1000-r1000-h25of100-s1

1000 objetos · capacidad 128820 · óptimo 282852 · instances/suite-v1/uncorrelated-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 282852 0.00 % 0.00 % 30 1 1 129.70
greedy/ratio 30/30 282837 0.01 % 0.01 % 0 1 1 0.25
greedy/ratio-best-item 30/30 282837 0.01 % 0.01 % 0 2 1 0.26
improved-harmony-search/legacy 30/30 141137 54.24 % 50.10 % 0 21410 1744 112.42
discrete-binary-harmony-search/legacy 30/30 134420 55.71 % 52.48 % 0 21126 732 89.40
harmony-search/legacy 30/30 140060 55.79 % 50.48 % 0 21140 773 108.77
hill-climbing-best-ascent/legacy 30/30 1617 99.43 % 99.43 % 0 20022 2419 25.20
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

uncorrelated-n1000-r1000-h50of100-s1

1000 objetos · capacidad 257641 · óptimo 402019 · instances/suite-v1/uncorrelated-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 402019 0.00 % 0.00 % 30 1 1 299.85
greedy/ratio 30/30 402019 0.00 % 0.00 % 30 1 1 0.25
greedy/ratio-best-item 30/30 402019 0.00 % 0.00 % 30 2 1 0.26
improved-harmony-search/legacy 30/30 263309 38.68 % 34.50 % 0 770 38 6.01
discrete-binary-harmony-search/legacy 30/30 255579 38.81 % 36.43 % 0 698 26 4.49
harmony-search/legacy 30/30 255167 39.21 % 36.53 % 0 741 26 5.56
hill-climbing-first-ascent/legacy 30/30 250215 40.21 % 37.76 % 0 23 12 0.20
hill-climbing-best-ascent/legacy 30/30 1617 99.60 % 99.60 % 0 20022 2419 25.13

uncorrelated-n1000-r1000-h75of100-s1

1000 objetos · capacidad 386462 · óptimo 469370 · instances/suite-v1/uncorrelated-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 469370 0.00 % 0.00 % 30 1 1 483.75
greedy/ratio 30/30 469345 0.01 % 0.01 % 0 1 1 0.24
greedy/ratio-best-item 30/30 469345 0.01 % 0.01 % 0 2 1 0.26
harmony-search/legacy 30/30 271809 44.27 % 42.09 % 0 698 6 5.93
discrete-binary-harmony-search/legacy 30/30 271337 44.36 % 42.19 % 0 698 5 6.24
improved-harmony-search/legacy 30/30 267913 47.00 % 42.92 % 0 118 2 1.91
hill-climbing-first-ascent/legacy 30/30 268122 47.11 % 42.88 % 0 22 10 0.18
hill-climbing-best-ascent/legacy 30/30 1617 99.66 % 99.66 % 0 20022 2419 25.15

uncorrelated-n200-r1000-h25of100-s1

200 objetos · capacidad 25292 · óptimo 54126 · instances/suite-v1/uncorrelated-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 54126 0.00 % 0.00 % 30 1 1 5.03
greedy/ratio 30/30 54050 0.14 % 0.14 % 0 1 1 0.07
greedy/ratio-best-item 30/30 54050 0.14 % 0.14 % 0 2 1 0.07
improved-harmony-search/legacy 30/30 29276 51.96 % 45.91 % 0 4606 357 5.31
harmony-search/legacy 30/30 28160 55.88 % 47.97 % 0 4423 214 4.99
discrete-binary-harmony-search/legacy 30/30 28255 56.65 % 47.80 % 0 4328 228 4.02
hill-climbing-best-ascent/legacy 30/30 1954 96.39 % 96.39 % 0 4022 629 1.75
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

uncorrelated-n200-r1000-h50of100-s1

200 objetos · capacidad 50585 · óptimo 76358 · instances/suite-v1/uncorrelated-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 76358 0.00 % 0.00 % 30 1 1 11.50
greedy/ratio 30/30 76288 0.09 % 0.09 % 0 1 1 0.09
greedy/ratio-best-item 30/30 76288 0.09 % 0.09 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 51070 37.32 % 33.12 % 0 490 17 0.95
discrete-binary-harmony-search/legacy 30/30 50526 39.60 % 33.83 % 0 359 13 0.60
harmony-search/legacy 30/30 51956 40.29 % 31.96 % 0 360 8 0.71
hill-climbing-first-ascent/legacy 30/30 52895 40.90 % 30.73 % 0 22 12 0.05
hill-climbing-best-ascent/legacy 30/30 1954 97.44 % 97.44 % 0 4022 629 1.74

uncorrelated-n200-r1000-h75of100-s1

200 objetos · capacidad 75878 · óptimo 89172 · instances/suite-v1/uncorrelated-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 89172 0.00 % 0.00 % 30 1 1 18.79
greedy/ratio 30/30 89171 0.00 % 0.00 % 0 1 1 0.09
greedy/ratio-best-item 30/30 89171 0.00 % 0.00 % 0 2 1 0.07
discrete-binary-harmony-search/legacy 30/30 58107 40.29 % 34.84 % 0 698 7 1.16
harmony-search/legacy 30/30 56863 40.95 % 36.23 % 0 698 6 1.10
improved-harmony-search/legacy 30/30 59525 43.22 % 33.25 % 0 234 2 0.65
hill-climbing-first-ascent/legacy 30/30 55076 45.83 % 38.24 % 0 22 6 0.05
hill-climbing-best-ascent/legacy 30/30 1954 97.81 % 97.81 % 0 4022 629 1.73

uncorrelated-n50-r1000-h25of100-s1

50 objetos · capacidad 6081 · óptimo 14690 · instances/suite-v1/uncorrelated-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 14690 0.00 % 0.00 % 30 1 1 0.30
greedy/ratio 30/30 14690 0.00 % 0.00 % 30 1 1 0.06
greedy/ratio-best-item 30/30 14690 0.00 % 0.00 % 30 2 1 0.05
hill-climbing-first-ascent/legacy 30/30 11214 45.75 % 23.66 % 0 1104 1095 1.03
improved-harmony-search/legacy 30/30 10008 46.08 % 31.87 % 0 1427 133 0.57
discrete-binary-harmony-search/legacy 30/30 9282 53.59 % 36.81 % 0 1211 51 0.43
harmony-search/legacy 30/30 8418 55.65 % 42.70 % 0 1201 46 0.48
hill-climbing-best-ascent/legacy 30/30 1679 88.57 % 88.57 % 0 1022 117 0.29

uncorrelated-n50-r1000-h50of100-s1

50 objetos · capacidad 12162 · óptimo 19915 · instances/suite-v1/uncorrelated-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 19915 0.00 % 0.00 % 30 1 1 0.71
greedy/ratio 30/30 19794 0.61 % 0.61 % 0 1 1 0.06
greedy/ratio-best-item 30/30 19794 0.61 % 0.61 % 0 2 1 0.06
improved-harmony-search/legacy 30/30 15312 32.98 % 23.11 % 0 504 16 0.29
discrete-binary-harmony-search/legacy 30/30 14436 36.98 % 27.51 % 0 330 9 0.19
hill-climbing-first-ascent/legacy 30/30 15562 37.52 % 21.86 % 0 22 8 0.02
harmony-search/legacy 30/30 15306 38.26 % 23.14 % 0 241 9 0.16
hill-climbing-best-ascent/legacy 30/30 1679 91.57 % 91.57 % 0 1022 117 0.26

uncorrelated-n50-r1000-h75of100-s1

50 objetos · capacidad 18244 · óptimo 23551 · instances/suite-v1/uncorrelated-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 23551 0.00 % 0.00 % 30 1 1 1.17
greedy/ratio 30/30 23451 0.42 % 0.42 % 0 1 1 0.06
greedy/ratio-best-item 30/30 23451 0.42 % 0.42 % 0 2 1 0.04
discrete-binary-harmony-search/legacy 30/30 17825 34.50 % 24.31 % 0 669 6 0.31
harmony-search/legacy 30/30 18615 35.28 % 20.96 % 0 608 4 0.28
improved-harmony-search/legacy 30/30 18094 35.95 % 23.17 % 0 408 3 0.25
hill-climbing-first-ascent/legacy 30/30 17513 40.17 % 25.64 % 0 22 9 0.02
hill-climbing-best-ascent/legacy 30/30 1679 92.87 % 92.87 % 0 1022 117 0.28

weakly-correlated-n1000-r1000-h25of100-s1

1000 objetos · capacidad 128820 · óptimo 150569 · instances/suite-v1/weakly-correlated-n1000-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 150569 0.00 % 0.00 % 30 1 1 123.89
greedy/ratio 30/30 150560 0.01 % 0.01 % 0 1 1 0.27
greedy/ratio-best-item 30/30 150560 0.01 % 0.01 % 0 2 1 0.26
improved-harmony-search/legacy 30/30 131574 13.50 % 12.62 % 0 21317 822 111.40
discrete-binary-harmony-search/legacy 30/30 131369 13.83 % 12.75 % 0 21252 1035 90.12
harmony-search/legacy 30/30 130617 13.99 % 13.25 % 0 21194 720 109.28
hill-climbing-best-ascent/legacy 30/30 1434 99.05 % 99.05 % 0 20022 2493 25.09
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

weakly-correlated-n1000-r1000-h50of100-s1

1000 objetos · capacidad 257641 · óptimo 284888 · instances/suite-v1/weakly-correlated-n1000-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 284888 0.00 % 0.00 % 30 1 1 289.29
greedy/ratio 30/30 284867 0.01 % 0.01 % 0 1 1 0.26
greedy/ratio-best-item 30/30 284867 0.01 % 0.01 % 0 2 1 0.24
harmony-search/legacy 30/30 261249 9.08 % 8.30 % 0 734 31 5.60
improved-harmony-search/legacy 30/30 261679 9.15 % 8.15 % 0 711 19 5.79
discrete-binary-harmony-search/legacy 30/30 260536 9.18 % 8.55 % 0 723 30 4.55
hill-climbing-first-ascent/legacy 30/30 260213 10.42 % 8.66 % 0 24 16 0.22
hill-climbing-best-ascent/legacy 30/30 1434 99.50 % 99.50 % 0 20022 2493 25.09

weakly-correlated-n1000-r1000-h75of100-s1

1000 objetos · capacidad 386462 · óptimo 409104 · instances/suite-v1/weakly-correlated-n1000-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 409104 0.00 % 0.00 % 30 1 1 469.84
greedy/ratio 30/30 409093 0.00 % 0.00 % 0 1 1 0.25
greedy/ratio-best-item 30/30 409093 0.00 % 0.00 % 0 2 1 0.25
discrete-binary-harmony-search/legacy 30/30 288219 32.51 % 29.55 % 0 698 7 6.25
harmony-search/legacy 30/30 289301 32.67 % 29.28 % 0 698 7 5.93
improved-harmony-search/legacy 30/30 280317 34.44 % 31.48 % 0 118 1 1.93
hill-climbing-first-ascent/legacy 30/30 279454 35.53 % 31.69 % 0 22 15 0.19
hill-climbing-best-ascent/legacy 30/30 1434 99.65 % 99.65 % 0 20022 2493 25.11

weakly-correlated-n200-r1000-h25of100-s1

200 objetos · capacidad 25292 · óptimo 29526 · instances/suite-v1/weakly-correlated-n200-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 29526 0.00 % 0.00 % 30 1 1 5.00
greedy/ratio 30/30 29489 0.13 % 0.13 % 0 1 1 0.08
greedy/ratio-best-item 30/30 29489 0.13 % 0.13 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 26027 14.44 % 11.85 % 0 4495 247 5.13
harmony-search/legacy 30/30 25851 14.70 % 12.45 % 0 4414 156 5.00
discrete-binary-harmony-search/legacy 30/30 26007 14.73 % 11.92 % 0 4370 184 4.07
hill-climbing-best-ascent/legacy 30/30 1567 94.69 % 94.69 % 0 4022 595 1.74
hill-climbing-first-ascent/legacy 0/30 — — — 0 — — —

weakly-correlated-n200-r1000-h50of100-s1

200 objetos · capacidad 50585 · óptimo 56025 · instances/suite-v1/weakly-correlated-n200-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 56025 0.00 % 0.00 % 30 1 1 11.47
greedy/ratio 30/30 56013 0.02 % 0.02 % 0 1 1 0.09
greedy/ratio-best-item 30/30 56013 0.02 % 0.02 % 0 2 1 0.08
improved-harmony-search/legacy 30/30 51487 9.64 % 8.10 % 0 507 21 1.01
harmony-search/legacy 30/30 51721 10.11 % 7.68 % 0 350 12 0.68
discrete-binary-harmony-search/legacy 30/30 51037 10.35 % 8.90 % 0 354 16 0.62
hill-climbing-first-ascent/legacy 30/30 51114 11.58 % 8.77 % 0 23 13 0.05
hill-climbing-best-ascent/legacy 30/30 1567 97.20 % 97.20 % 0 4022 595 1.76

weakly-correlated-n200-r1000-h75of100-s1

200 objetos · capacidad 75878 · óptimo 80271 · instances/suite-v1/weakly-correlated-n200-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 80271 0.00 % 0.00 % 30 1 1 18.58
greedy/ratio 30/30 80207 0.08 % 0.08 % 0 1 1 0.08
greedy/ratio-best-item 30/30 80207 0.08 % 0.08 % 0 2 1 0.07
discrete-binary-harmony-search/legacy 30/30 64095 27.73 % 20.15 % 0 698 7 1.17
harmony-search/legacy 30/30 66693 28.52 % 16.92 % 0 698 7 1.09
improved-harmony-search/legacy 30/30 62613 30.61 % 22.00 % 0 234 3 0.63
hill-climbing-first-ascent/legacy 30/30 59473 34.44 % 25.91 % 0 22 14 0.05
hill-climbing-best-ascent/legacy 30/30 1567 98.05 % 98.05 % 0 4022 595 1.77

weakly-correlated-n50-r1000-h25of100-s1

50 objetos · capacidad 6081 · óptimo 7000 · instances/suite-v1/weakly-correlated-n50-r1000-h25of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 7000 0.00 % 0.00 % 30 1 1 0.34
greedy/ratio 30/30 6946 0.77 % 0.77 % 0 1 1 0.05
greedy/ratio-best-item 30/30 6946 0.77 % 0.77 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 6258 13.96 % 10.60 % 0 1373 82 0.54
hill-climbing-first-ascent/legacy 30/30 6439 14.43 % 8.01 % 0 1154 1145 1.16
discrete-binary-harmony-search/legacy 30/30 6233 15.79 % 10.96 % 0 1210 52 0.42
harmony-search/legacy 30/30 6220 16.99 % 11.14 % 0 1240 57 0.48
hill-climbing-best-ascent/legacy 30/30 1890 73.00 % 73.00 % 0 1022 203 0.28

weakly-correlated-n50-r1000-h50of100-s1

50 objetos · capacidad 12162 · óptimo 13290 · instances/suite-v1/weakly-correlated-n50-r1000-h50of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 13290 0.00 % 0.00 % 30 1 1 0.71
greedy/ratio 30/30 13289 0.01 % 0.01 % 0 1 1 0.04
greedy/ratio-best-item 30/30 13289 0.01 % 0.01 % 0 2 1 0.04
improved-harmony-search/legacy 30/30 12447 10.01 % 6.34 % 0 503 15 0.28
hill-climbing-first-ascent/legacy 30/30 12529 11.17 % 5.73 % 0 22 7 0.02
discrete-binary-harmony-search/legacy 30/30 12391 11.36 % 6.76 % 0 296 8 0.17
harmony-search/legacy 30/30 12480 12.40 % 6.09 % 0 256 7 0.18
hill-climbing-best-ascent/legacy 30/30 1890 85.78 % 85.78 % 0 1022 203 0.27

weakly-correlated-n50-r1000-h75of100-s1

50 objetos · capacidad 18244 · óptimo 19069 · instances/suite-v1/weakly-correlated-n50-r1000-h75of100-s1.json

Solver Correctas Mejor GAP mediano GAP mínimo Óptimos Evaluaciones Hasta el mejor ms
exact/dynamic-programming 30/30 19069 0.00 % 0.00 % 30 1 1 1.14
greedy/ratio 30/30 19040 0.15 % 0.15 % 0 1 1 0.06
greedy/ratio-best-item 30/30 19040 0.15 % 0.15 % 0 2 1 0.04
harmony-search/legacy 30/30 18258 22.21 % 4.25 % 0 578 5 0.29
improved-harmony-search/legacy 30/30 16341 23.36 % 14.31 % 0 408 4 0.27
discrete-binary-harmony-search/legacy 30/30 17070 23.86 % 10.48 % 0 668 4 0.32
hill-climbing-first-ascent/legacy 30/30 17484 27.77 % 8.31 % 0 22 6 0.02
hill-climbing-best-ascent/legacy 30/30 1890 90.09 % 90.09 % 0 1022 203 0.27