Table. 5.
Comparison of the algorithms
| Problem index | NPS | MID | MS | SNS | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SA | WOA | HWS | SA | WOA | HWS | SA | WOA | HWS | SA | WOA | HWS | |
| P1 | 5 | 9 | 8 | 2.3656 | 1.4909 | 2.1668 | 322971 | 364337 | 367835 | 357683 | 284855 | 252546 |
| P2 | 9 | 11 | 11 | 2.1409 | 1.1119 | 1.1781 | 583346 | 673114 | 659895 | 699981 | 786742 | 696675 |
| P3 | 6 | 12 | 13 | 3.0635 | 2.1143 | 2.0267 | 674618 | 724566 | 711843 | 889612 | 981314 | 996440 |
| P4 | 8 | 11 | 12 | 4.6701 | 3.6118 | 2.1146 | 756024 | 1017213 | 995784 | 1500420 | 1400858 | 1634697 |
| P5 | 9 | 12 | 13 | 2.9635 | 3.6959 | 2.6112 | 894850 | 574956 | 1525546 | 2355835 | 2136201 | 2484306 |
| P6 | 9 | 13 | 12 | 5.7248 | 3.1876 | 2.8049 | 1261434 | 968246 | 1545794 | 2701689 | 2586113 | 2481696 |
| P7 | 10 | 11 | 12 | 7.3716 | 5.0146 | 5.4399 | 1053899 | 1057282 | 1129750 | 3219535 | 3467159 | 2868420 |
| P8 | 11 | 13 | 14 | 4.5463 | 5.8759 | 5.6609 | 1035657 | 919442 | 1129797 | 3463876 | 3718771 | 3506257 |
| P9 | 12 | 14 | 12 | 6.8472 | 4.8438 | 4.0797 | 1506496 | 1865527 | 1855450 | 5140232 | 5409774 | 5375823 |
| P10 | 10 | 14 | 12 | 3.6925 | 3.9634 | 3.1708 | 1750385 | 1839931 | 2248624 | 5210873 | 5702810 | 5973421 |
| P11 | 11 | 14 | 15 | 5.7481 | 5.8276 | 4.0531 | 1668077 | 1399581 | 2302254 | 5185450 | 6044003 | 6090874 |
| P12 | 8 | 13 | 14 | 2.6435 | 4.8701 | 6.3874 | 1585811 | 1761960 | 1457975 | 5801526 | 6319580 | 6249123 |
| P13 | 10 | 15 | 15 | 3.2891 | 4.2675 | 3.2895 | 1547389 | 1475869 | 1563762 | 5833145 | 6657432 | 7057842 |
| P14 | 11 | 16 | 16 | 4.4763 | 4.9788 | 3.8537 | 1453687 | 1564587 | 1674284 | 5437869 | 6935741 | 7125647 |
| P15 | 10 | 15 | 16 | 5.8767 | 4.4633 | 3.1704 | 1546738 | 1564372 | 1748523 | 6647315 | 6457823 | 6962358 |
Best values in each test for each metric are shown in bold