Table 6 Ablation experimental data on F9-F18 benchmarks.
Function | Index | GWO | GWO1 | GWO2 | GWO3 | IGWO-MSDS |
|---|---|---|---|---|---|---|
F9 | BEST | 6.41E + 00 | 1.27E-03 | 1.04E-05 | 1.10E-02 | 8.40E-06 |
MEAN | 2.86E + 01 | 3.25E + 00 | 1.71E + 00 | 1.37E + 01 | 9.48E-01 | |
STD | 1.73E + 01 | 4.03E + 00 | 4.16E + 00 | 1.25E + 01 | 1.22E + 00 | |
F10 | BEST | 1.60E-10 | 7.76E-05 | 5.37E-05 | 3.90E-09 | 1.28E-07 |
MEAN | 5.35E-02 | 3.13E-02 | 3.16E-02 | 1.70E-02 | 2.75E-03 | |
STD | 3.84E-02 | 2.29E-02 | 2.25E-02 | 2.24E-02 | 8.37E-03 | |
F11 | BEST | 2.42E-03 | 9.62E-04 | 1.64E-05 | 4.61E-06 | 2.36E-05 |
MEAN | 1.78E-01 | 1.56E-03 | 1.26E-03 | 1.51E-03 | 2.89E-04 | |
STD | 7.66E-01 | 3.59E-04 | 1.33E-03 | 1.63E-03 | 5.34E-04 | |
F12 | BEST | 5.78E-07 | 9.02E-06 | 8.20E-06 | 2.14E-07 | 1.61E-07 |
MEAN | 1.31E-01 | 1.09E-05 | 1.12E-05 | 7.22E-06 | 2.35E-06 | |
STD | 3.34E-01 | 9.17E-06 | 5.05E-06 | 7.50E-06 | 2.08E-06 | |
F13 | BEST | −9.60E + 02 | −9.60E + 02 | −9.60E + 02 | −9.60E + 02 | −9.60E + 02 |
MEAN | −7.54E + 02 | −9.42E + 02 | −9.29E + 02 | −9.33E + 02 | −9.53E + 02 | |
STD | 1.50E + 02 | 7.32E + 01 | 5.41E + 01 | 5.56E + 01 | 2.71E + 01 | |
F14 | BEST | 5.25E-07 | 5.62E-06 | 1.15E-05 | 8.92E-07 | 3.59E-09 |
MEAN | 3.32E-02 | 1.02E-05 | 8.36E-06 | 7.84E-06 | 1.57E-06 | |
STD | 1.79E-01 | 1.02E-05 | 1.50E-05 | 1.04E-05 | 2.13E-06 | |
F15 | BEST | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
MEAN | 1.00E-01 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | |
STD | 3.00E-01 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | |
F16 | BEST | −5.00E + 01 | −5.00E + 01 | −5.00E + 01 | −5.00E + 01 | −5.00E + 01 |
MEAN | −3.45E + 01 | −5.00E + 01 | −5.00E + 01 | −4.93E + 01 | −5.00E + 01 | |
STD | 1.77E + 01 | 7.62E-03 | 3.43E-02 | 3.61E + 00 | 1.36E-03 | |
F17 | BEST | −1.56E + 02 | −2.07E + 02 | −2.08E + 02 | −2.09E + 02 | −2.10E + 02 |
MEAN | −5.72E + 01 | −1.57E + 02 | −1.49E + 02 | −9.97E + 01 | −1.89E + 02 | |
STD | 4.39E + 01 | 4.59E + 01 | 4.10E + 01 | 7.18E + 01 | 1.79E + 01 | |
F18 | BEST | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
MEAN | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | |
STD | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 |
