Table 3. Computational time of each algorithm—Part I.
Algo. | Dim. | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|
OGL-WPA | 2 | 1.424 | 2.036 | 2.39 | 1.287 | 1.507 | 1.204 |
5 | 2.647 | 4.038 | 8.249 | 2.742 | 6.084 | 3.137 | |
10 | 4.863 | 7.81 | 26.695 | 5.396 | 13.011 | 4.96 | |
30 | 15.95 | 27.58 | 236.85 | 18.159 | 75.258 | 17.927 | |
ACO | 2 | 0.289 | 0.367 | 0.611 | 0.284 | 0.325 | 0.228 |
5 | 0.646 | 0.717 | 1.382 | 0.629 | 1.119 | 0.595 | |
10 | 1.239 | 1.387 | 3.858 | 1.27 | 1.921 | 1.672 | |
30 | 3.361 | 3.715 | 22.7 | 3.994 | 8.2 | 3.702 | |
PSO | 2 | 0.192 | 0.172 | 0.279 | 0.161 | 0.21 | 0.148 |
5 | 0.359 | 0.346 | 0.807 | 0.338 | 0.527 | 0.397 | |
10 | 0.995 | 0.99 | 2.484 | 0.683 | 1.176 | 0.732 | |
30 | 2.247 | 2.711 | 16.536 | 1.931 | 5.198 | 1.923 | |
GWO | 2 | 0.255 | 0.206 | 0.302 | 0.191 | 0.34 | 0.223 |
5 | 0.521 | 0.545 | 1.005 | 0.536 | 0.694 | 0.531 | |
10 | 1.098 | 1.239 | 2.908 | 1.198 | 1.619 | 1.174 | |
30 | 4.475 | 4.778 | 19.29 | 4.782 | 7.936 | 4.793 | |
BETAGWO | 2 | 0.734 | 1.083 | 1.156 | 0.783 | 0.808 | 0.924 |
5 | 4.153 | 4.139 | 5.847 | 4.004 | 4.605 | 4.198 | |
10 | 12.582 | 12.176 | 14.755 | 13.709 | 15.659 | 14.997 | |
30 | 103.31 | 104.15 | 126.333 | 102.097 | 113.266 | 145.464 | |
WOA | 2 | 1.050 | 1.518 | 1.564 | 0.954 | 1.308 | 1.143 |
5 | 5.103 | 4.826 | 6.885 | 5.090 | 5.877 | 5.560 | |
10 | 16.386 | 15.248 | 18.926 | 17.426 | 22.179 | 17.885 | |
30 | 134.963 | 150.652 | 188.610 | 147.939 | 135.533 | 161.436 | |
LSHADE | 2 | 2.304 | 2.693 | 3.02 | 1.975 | 2.64 | 2.337 |
5 | 13.057 | 10.409 | 17.162 | 11.368 | 13.144 | 14.673 | |
10 | 32.532 | 34.434 | 40.815 | 40.94 | 37.705 | 39.829 | |
30 | 294.629 | 339.91 | 397.47 | 320.735 | 296.749 | 442.459 |