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. 2022 Oct 26;214:119009. doi: 10.1016/j.eswa.2022.119009

Table 6.

Comparison of the results for different problem sizes.

Problem Exact
GA
GWO
PBO
HHO
Time result Time Ave. Best Time Ave. Best Time Ave. Best Time Ave. Best
S01 44 903,687 93 800,327 790,287 83 835,365 815,305 98 771,618 713,822 89 787,200 765,038
S02 45 1,208,304 94 901,033 890,993 84 959,698 939,638 99 868,711 803,631 90 891,557 879,429
S03 53 1,507,789 104 1,517,660 1,517,660 93 1,754,154 1,553,554 110 1,463,220 1,353,435 100 1,515,926 1,413,681
M04 55 1,560,602 108 1,867,934 1,841,248 98 1,975,366 1,867,276 114 1,800,928 1,666,067 104 1,848,391 1,746,076
M05 72 3,698,894 110 4,951,038 4,872,923 99 5,239,371 4,949,626 116 4,773,437 4,416,054 106 4,810,293 4,806,066
M06 89 6,293,699 116 8,902,063 8,670,748 104 9,507,349 8,903,618 122 8,582,733 7,941,041 112 8,724,873 8,420,541
L07 NA NA 120 10,717,159 10,288,680 108 15,633,464 10,766,502 126 10,332,719 9,570,510 116 10,422,285 10,017,928
L08 NA NA 130 16,139,720 15,616,984 117 19,951,159 16,282,902 137 15,560,764 14,427,878 125 15,915,250 15,510,993
L09 NA NA 133 23,525,212 22,742,367 120 26,320,433 23,763,227 141 22,681,328 21,036,410 129 22,935,963 22,331,644
L10 NA NA 144 26,480,396 24,421,138 130 29,693,021 26,772,977 152 25,530,505 23,684,319 139 26,043,348 24,039,035
Average NA NA 115 9,580,254 9,165,303 103 11,129,478 9,632,565 122 9,236,596 8,561,317 111 9,389,509 8,993,043