Table 6 IEEE CEC2005 benchmark function results for SCA, PSO, SSA, WOA, and EOBAVO (the top results are in Bold).
Fun | EOBAVO | SCA | PSO | SSA | WOA | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Avg | Std | Avg | Std | Avg | Std | Avg | Std | Avg | Std | |
F1 | 0.00E+00 | 0.00E+00 | 9.25E−12 | 3.29E−11 | 1.90E−107 | 1.10E−106 | 3.96E−07 | 8.64E−07 | 2.53E−16 | 9.67E−17 |
F2 | 1.85E−256 | 0.00E+00 | 4.42E−09 | 1.54E−08 | 2.93E−57 | 1.26E−56 | 9.05E−02 | 4.51E−01 | 5.57E−02 | 1.94E−01 |
F3 | 0.00E+00 | 0.00E+00 | 4.50E−02 | 1.68E−01 | 7.24E−78 | 3.89E−77 | 1.76E−06 | 5.49E−06 | 8.97E+02 | 3.19E+02 |
F4 | 7.40E−263 | 0.00E+00 | 1.22E−03 | 2.59E−03 | 8.51E−49 | 2.19E−48 | 6.36E−05 | 2.17E−04 | 7.35E+00 | 1.74E+00 |
F5 | 3.75E−05 | 2.83E−05 | 7.95E+00 | 2.55E+00 | 2.77E+01 | 7.62E−01 | 9.47E+01 | 1.45E+02 | 6.75E+01 | 6.22E+01 |
F6 | 3.54E−07 | 3.27E−07 | 4.94E−01 | 1.53E−01 | 2.77E−01 | 1.83E−01 | 1.20E−09 | 4.41E−10 | 2.50E−16 | 1.74E−16 |
F7 | 1.16E−04 | 9.45E−05 | 3.54E−03 | 2.82E−03 | 8.50E−04 | 8.02E−04 | 1.35E−02 | 6.78E−03 | 8.94E−02 | 4.34E−02 |
F8 | − 1.24E+04 | 3.44E+02 | − 2.15E+03 | 1.65E+02 | − 6.81E+03 | 9.72E+02 | − 2.67E+03 | 3.71E+02 | −2.81E+03 | 3.93E+02 |
F9 | 0.00E+00 | 0.00E+00 | 7.47E−01 | 2.80E+00 | 0.00E+00 | 0.00E+00 | 1.59E+01 | 6.70E+00 | 2.60E+01 | 7.47E+00 |
F10 | 4.44E−16 | 3.01E−31 | 7.15E−07 | 2.18E−06 | 8.88E−16 | 1.00E−31 | 9.59E−01 | 8.74E−01 | 6.21E−02 | 2.36E−01 |
F11 | 0.00E+00 | 0.00E+00 | 6.71E−02 | 1.24E−01 | 0.00E+00 | 0.00E+00 | 1.99E−01 | 1.28E−01 | 2.77E+01 | 5.04E+00 |
F12 | 1.94E−08 | 1.36E−08 | 1.00E−01 | 2.69E−02 | 1.28E−02 | 2.09E−02 | 6.53E−01 | 9.09E−01 | 1.80E+00 | 9.51E−01 |
F13 | 3.89E−08 | 3.30E−08 | 3.30E−01 | 8.80E−02 | 1.26E+00 | 5.72E−01 | 5.17E−02 | 5.80E−03 | 8.90E+00 | 7.13E+00 |
F14 | 1.13E+00 | 5.03E−01 | 1.60E+00 | 9.23E−01 | 1.91E+00 | 2.01E+00 | 1.22E+00 | 6.73E−01 | 5.86E+00 | 3.83E+00 |
F15 | 3.33E−04 | 8.33E−05 | 1.04E−03 | 3.65E−04 | 1.94E−03 | 5.33E−03 | 5.17E−03 | 9.32E−03 | 3.67E−03 | 1.65E−03 |
F16 | − 1.04E+00 | 0.00E+00 | − 1.02E+00 | 4.87E−05 | −1.02E+00 | 1.07E−08 | − 1.03E+00 | 2.76E−14 | − 1.03E+00 | 4.88E−16 |
F17 | 3.97E−01 | 1.12E−16 | 4.00E−01 | 2.35E−03 | 3.97E−01 | 1.13E−16 | 3.97E−01 | 1.35E−14 | 3.97E−01 | 0.00E+00 |
F18 | 3.01E+00 | 3.06E−06 | 3.01E+00 | 4.70E−05 | 3.01E+00 | 8.35E−15 | 3.01E+00 | 1.91E−13 | 3.01E+00 | 4.17E−15 |
F19 | − 3.87E+00 | 2.53E−12 | − 3.85E+00 | 2.29E−03 | − 3.86E+00 | 4.05E−15 | − 3.86E+00 | 4.07E−10 | − 3.86E+00 | 2.29E−15 |
F20 | − 3.30E+00 | 4.51E−02 | − 2.85E+00 | 3.73E−01 | − 3.26E+00 | 6.05E−02 | − 3.21E+00 | 5.68E−02 | − 3.32E+00 | 2.31E−02 |
F21 | − 1.01E+01 | 5.29E−13 | − 2.20E+00 | 1.86E+00 | − 8.05E+00 | 2.89E+00 | − 7.73E+00 | 3.12E+00 | − 5.96E+00 | 3.74E+00 |
F22 | − 1.04E+01 | 3.20E−12 | − 3.18E+00 | 1.82E+00 | − 9.60E+00 | 2.09E+00 | − 7.56E+00 | 3.39E+00 | − 9.68E+00 | 2.01E+00 |
F23 | − 1.05E+01 | 4.56E−13 | − 3.33E+00 | 1.73E+00 | − 9.54E+00 | 2.58E+00 | − 7.60E+00 | 3.51E+00 | − 1.05E+01 | 2.60E−15 |
