Table 33 Exploration/exploitation analysis of GWO-TLBO for CEC-2022.
Function name | Exploration rate | Exploitation rate | Best fitness value | Average fitness value | Standard deviation of fitness value |
|---|---|---|---|---|---|
F1 | 0.47 | 0.53 | 9612.660101 | 9612.660101 | 34.39601145 |
F2 | 0.78 | 0.22 | 465.3424412 | 465.3424412 | 56.17916142 |
F3 | 0.70 | 0.30 | 604.6417547 | 604.6417547 | 50.66444084 |
F4 | 0.55 | 0.45 | 859.1150019 | 859.1150019 | 39.7236367 |
F5 | 0.42 | 0.58 | 1228.083774 | 1228.083774 | 30.18350778 |
F6 | 0.54 | 0.46 | 16,833.37468 | 16,833.37468 | 38.88188625 |
F7 | 0.55 | 0.45 | 2045.461874 | 2045.461874 | 41.82364354 |
F8 | 0.61 | 0.39 | 2227.385672 | 2227.385672 | 52.72607851 |
F9 | 0.92 | 0.08 | 2483.825282 | 2483.825282 | 68.6656569 |
F10 | 0.76 | 0.24 | 4322.38019 | 4322.38019 | 55.60364774 |
F11 | 0.58 | 0.42 | 3495.395375 | 3495.395375 | 40.64550639 |
F12 | 1.00 | 0.00 | 2965.454822 | 2965.454822 | 72.08404961 |
