Table 6.
Comparison of the outcomes gained through the EGTO and the other employed optimizers.
| Function | index | EGTO | GSK | AEO | POA | SO | HHO |
|---|---|---|---|---|---|---|---|
| F1 | Best | 0.526112 | 1.208525 | 51.74725 | 2.574641 | 1.948251 | 51.85198 |
| Mean | 4.104612 | 9.282783 | 136.5538 | 9.649578 | 12.18672 | 104.8235 | |
| StD | 2.074361 | 5.58117 | 121.0148 | 7.53295 | 11.08378 | 68.69825 | |
| F2 | Best | 1.011473 | 4.69812 | 6.342297 | 6.001457 | 4.105919 | 4.233475 |
| Mean | 22.06310 | 29.18423 | 54.51345 | 69.62713 | 55.57411 | 46.3904 | |
| StD | 11.26901 | 17.67857 | 44.17839 | 35.69611 | 26.19214 | 27.01375 | |
| F3 | Best | 0.01531 | 1.801937 | 19.50128 | 2.68536 | 1.013618 | 27.0522 |
| Mean | 1.02192 | 3.51526 | 14.44968 | 4.549746 | 9.890121 | 29.37512 | |
| StD | 0.004315 | 2.708987 | 6.121794 | 0.018612 | 6.157179 | 14.10814 | |
| F4 | Best | 1.400236 | 3.848615 | 5.346331 | 7.053877 | 4.510798 | 4.469209 |
| Mean | 3.1452 | 9.84567 | 12.01134 | 14.62858 | 7.186367 | 8.012648 | |
| StD | 0.044171 | 2.066479 | 2.130831 | 5.01671 | 2.296114 | 3.08245 | |
| F5 | Best | 0 | 0 | 1.834959 | 0.234594 | 0.914269 | 2.018337 |
| Mean | 0.005013 | 0.004231 | 5.984459 | 2.675379 | 2.198233 | 4.892184 | |
| StD | 0 | 0 | 0.684503 | 2.042598 | 3.142542 | 1.038934 | |
| F6 | Best | 0 | 0 | 0.164169 | 0.980453 | 2.472831 | 1.074761 |
| Mean | 0 | 0 | 1.78264 | 3.176814 | 2.07127 | 1.06224 | |
| StD | 0.084823 | 2.08132 | 1.082067 | 2.469861 | 3.183512 | 2.852861 | |
| F7 | Best | 0.13478 | 0.923871 | 0.718115 | 0.869643 | 0.596672 | 0.869383 |
| Mean | 0.216305 | 2.017324 | 1.096807 | 1.742168 | 2.181644 | 1.287041 | |
| StD | 0.005104 | 0.191874 | 1.152126 | 1.73561 | 0.109945 | 1.021639 | |
| F8 | Best | 1.0413068 | 6.143789 | 7.48119 | 6.098491 | 14.07887 | 12.50496 |
| Mean | 2.126032 | 7.039484 | 10.022987 | 18.92794 | 14.08586 | 9.65414 | |
| StD | 0.91876 | 3.581299 | 5.341865 | 4.392864 | 4.463289 | 6.96191 | |
| F9 | Best | 0 | 0 | 12.20025 | 0.927324 | 0.908194 | 7.624522 |
| Mean | 0 | 0 | 21.941308 | 3.028442 | 2.896406 | 17.53869 | |
| StD | 0 | 0 | 7.091461 | 3.098481 | 2.098772 | 12.72391 | |
| F10 | Best | 0.037001 | 1.861761 | 5.912318 | 4.13942 | 5.399721 | 4.896213 |
| Mean | 1.027213 | 4.94128 | 10.357041 | 13.76097 | 8.951209 | 6.492021 | |
| StD | 0.065305 | 3.391351 | 4.180178 | 6.629183 | 5.934245 | 9.058511 | |
| F11 | Best | 0 | 0 | 0.447832 | 1.008874 | 1.131735 | 1.051882 |
| Mean | 0.000744 | 0.097753 | 0.989018 | 0.810364 | 0.32697 | 0.614351 | |
| StD | 0 | 0 | 0.091723 | 0.923161 | 0.143592 | 0.148456 | |
| F12 | Best | 0 | 0 | 0 | 0 | 0 | 0 |
| Mean | 0 | 0 | 0 | 0 | 0 | 0 | |
| StD | 0 | 0 | 0 | 0 | 0 | 0 |