Table 4. Computational time of each algorithm—Part II.
Algo. | Dim. | F7 | F8 | F9 | F10 | F11 | F12 |
---|---|---|---|---|---|---|---|
OGL-WPA | 2 | 2.148 | 1.689 | 1.042 | 2.667 | 1.245 | 3.241 |
5 | 4.913 | 3.52 | 2.558 | 9.843 | 4.544 | 11.542 | |
10 | 9.577 | 7.297 | 6.31 | 26.326 | 12.883 | 33.248 | |
30 | 38.945 | 31.309 | 33.09 | 173.54 | 72.544 | 157.541 | |
ACO | 2 | 0.29 | 0.435 | 0.466 | 1.071 | 0.978 | 1.921 |
5 | 0.762 | 1.046 | 0.954 | 3.532 | 2.722 | 4.581 | |
10 | 1.345 | 1.83 | 1.589 | 9.227 | 7.821 | 12.441 | |
30 | 4.721 | 6.104 | 5.674 | 74.516 | 45.548 | 73.954 | |
PSO | 2 | 0.258 | 0.252 | 0.23 | 0.648 | 0.712 | 0.821 |
5 | 0.487 | 0.526 | 0.464 | 2.012 | 2.124 | 2.459 | |
10 | 0.791 | 1.127 | 0.976 | 6.464 | 5.887 | 7.241 | |
30 | 2.481 | 3.484 | 3.059 | 52.312 | 40.814 | 55.631 | |
GWO | 2 | 0.214 | 0.289 | 0.229 | 0.67 | 0.692 | 0.721 |
5 | 0.589 | 0.771 | 0.64 | 2.259 | 2.315 | 2.812 | |
10 | 1.3 | 1.645 | 1.379 | 6.668 | 6.887 | 7.354 | |
30 | 5.224 | 6.05 | 5.605 | 50.534 | 51.527 | 58.972 | |
BETAGWO | 2 | 0.997 | 0.995 | 0.954 | 1.397 | 1.548 | 1.821 |
5 | 4.118 | 4.115 | 3.976 | 5.468 | 5.955 | 7.0581 | |
10 | 14.669 | 14.315 | 14.208 | 19.591 | 21.763 | 24.542 | |
30 | 139.55 | 123.03 | 106.73 | 154.03 | 167.821 | 182.972 | |
WOA | 2 | 1.382 | 1.506 | 1.326 | 1.745 | 2.125 | 2.265 |
5 | 5.655 | 5.494 | 4.766 | 8.533 | 8.359 | 8.853 | |
10 | 18.894 | 20.534 | 18.855 | 26.028 | 29.083 | 29.670 | |
30 | 195.772 | 193.093 | 113.920 | 240.921 | 214.840 | 210.727 | |
LSHADE | 2 | 2.767 | 2.415 | 3.083 | 3.635 | 4.476 | 5.527 |
5 | 12.69 | 12.214 | 11.58 | 16.552 | 14.888 | 25.139 | |
10 | 38.338 | 39.793 | 41.004 | 60.072 | 54.519 | 64.823 | |
30 | 339.547 | 341.349 | 350.002 | 425.281 | 479.914 | 527.511 |