Table 6 Independent Performance Comparison of Multiple Algorithms.
Case size | Algorithm name | Optimal solution | worst solution | Average value | Standard deviation |
|---|---|---|---|---|---|
30 | GA | 140 | 166 | 155.96 | 5.97 |
PSO | 144 | 170 | 159.65 | 6.71 | |
GWO | 142 | 170 | 158.96 | 5.29 | |
COA | 160 | 174 | 166.30 | 3.88 | |
GOA | 142 | 156 | 150.36 | 3.28 | |
COOT | 140 | 155 | 148.80 | 3.20 | |
GOAIP | 127 | 144 | 134.16 | 2.80 | |
60 | GA | 305 | 336 | 318.10 | 7.58 |
PSO | 312 | 331 | 321.20 | 6.57 | |
GWO | 314 | 338 | 328.95 | 7.02 | |
COA | 319 | 344 | 334.00 | 7.42 | |
GOA | 301 | 320 | 313.40 | 6.19 | |
COOT | 297 | 318 | 309.55 | 6.76 | |
GOAIP | 270 | 298 | 281.00 | 4.80 | |
90 | GA | 459 | 488 | 475.72 | 8.05 |
PSO | 464 | 492 | 483.26 | 8.16 | |
GWO | 483 | 514 | 499.68 | 7.31 | |
COA | 489 | 516 | 503.56 | 6.25 | |
GOA | 439 | 488 | 476.64 | 10.53 | |
COOT | 449 | 481 | 467.96 | 8.59 | |
GOAIP | 406 | 436 | 420.16 | 5.21 | |
120 | GA | 600 | 657 | 634.32 | 11.32 |
PSO | 609 | 660 | 634.73 | 14.98 | |
GWO | 647 | 672 | 658.83 | 9.33 | |
COA | 655 | 674 | 664.80 | 9.46 | |
GOA | 645 | 671 | 660.4 | 7.72 | |
COOT | 624 | 661 | 651.25 | 13.70 | |
GOAIP | 572 | 607 | 585.27 | 6.64 |
