Table 5.
Mean () outcomes of Optimizers on the 29-CEC-2017 functions.
| F | MFO | SCA | Chimp | SBPO | AOA | SMA | DLHO |
|---|---|---|---|---|---|---|---|
| F1-23 | |||||||
| f1 | 1.61E+10 | 3.57E+10 | 8.21E+10 | 6.27E+10 | 4.74E+10 | 1.42E+10 | 4.88E+09 |
| f2 | 1.97E+04 | 2.07E+04 | 3.71E+04 | 3.16E+04 | 4.88E+03 | 3.73E+04 | 4.12E+03 |
| f3 | 3.24E+03 | 9.78E+03 | 3.03E+04 | 7.31E+03 | 1.04E+04 | 3.05E+03 | 1.01E+03 |
| f4 | 7.95E+02 | 9.47E+02 | 1.04E+03 | 9.41E+02 | 8.77E+02 | 7.85E+02 | 6.77E+02 |
| f5 | 6.38E+02 | 6.91E+02 | 7.10E+02 | 6.90E+02 | 6.79E+02 | 6.58E+02 | 5.66E+02 |
| f6 | 1.33E+03 | 1.88E+03 | 2.35E+03 | 3.02E+03 | 1.42E+03 | 1.14E+03 | 1.00E+03 |
| f7 | 1.04E+03 | 1.18E+03 | 1.24E+03 | 1.23E+03 | 1.14E+03 | 1.04E+03 | 8.77E+02 |
| f8 | 9.09E+03 | 1.71E+04 | 3.03E+04 | 1.79E+04 | 1.11E+04 | 1.79E+04 | 5.99E+03 |
| f9 | 7.00E+03 | 9.19E+03 | 8.87E+03 | 7.33E+03 | 8.97E+03 | 7.46E+03 | 5.01E+03 |
| f10 | 1.59E+03 | 1.51E+03 | 2.44E+03 | 4.48E+04 | 1.92E+03 | 1.84E+03 | 1.21E+03 |
| f11 | 1.50E+09 | 5.74E+09 | 1.25E+10 | 5.67E+09 | 1.81E+10 | 1.72E+09 | 6.43E+08 |
| f12 | 1.00E+09 | 4.51E+09 | 1.16E+10 | 9.06E+09 | 6.28E+09 | 9.83E+08 | 3.22E+08 |
| f13 | 9.72E+05 | 3.94E+06 | 1.20E+07 | 1.85E+07 | 3.35E+06 | 1.42E+06 | 8.17E+05 |
| f14 | 1.23E+09 | 6.46E+08 | 1.41E+09 | 7.79E+09 | 1.36E+09 | 3.27E+08 | 1.02E+08 |
| f15 | 3.54E+03 | 4.34E+03 | 6.24E+03 | 5.49E+03 | 5.72E+03 | 4.10E+03 | 1.88E+03 |
| f16 | 3.23E+03 | 3.45E+03 | 4.21E+03 | 3.39E+03 | 3.04E+03 | 2.95E+03 | 1.97E+03 |
| f17 | 2.13E+07 | 4.81E+07 | 4.86E+07 | 1.30E+08 | 3.26E+07 | 4.11E+07 | 1.02E+07 |
| f18 | 2.49E+08 | 6.37E+08 | 2.56E+09 | 9.80E+09 | 2.87E+09 | 6.37E+08 | 1.13E+08 |
| f19 | 2.77E+03 | 3.17E+03 | 3.55E+03 | 3.26E+03 | 3.03E+03 | 2.79E+03 | 1.98E+03 |
| f20 | 2.53E+03 | 2.68E+03 | 2.79E+03 | 2.71E+03 | 2.64E+03 | 2.54E+03 | 1.67E+03 |
| f21 | 7.73E+03 | 1.05E+04 | 1.04E+04 | 8.77E+03 | 1.06E+04 | 9.48E+03 | 4.16E+03 |
| f22 | 2.63E+03 | 2.67E+03 | 2.69E+03 | 2.69E+03 | 2.67E+03 | 2.64E+03 | 1.66E+03 |
| f23 | 3.05E+03 | 3.35E+03 | 3.52E+03 | 3.23E+03 | 3.99E+03 | 3.06E+03 | 1.88E+03 |
| f24 | 6.06E+03 | 5.61E+03 | 1.16E+04 | 8.66E+03 | 4.41E+03 | 7.27E+03 | 1.49E+03 |
| f25 | 6.68E+03 | 8.63E+03 | 1.01E+04 | 9.21E+03 | 1.03E+04 | 6.87E+03 | 4.22E+03 |
| f26 | 3.92E+03 | 5.07E+03 | 6.76E+03 | 3.97E+03 | 8.26E+03 | 3.87E+03 | 1.04E+03 |
| f27 | 9.89E+03 | 1.36E+04 | 1.39E+04 | 1.09E+04 | 1.08E+04 | 1.67E+04 | 3.44E+03 |
| f28 | 3.28E+03 | 3.42E+03 | 3.59E+03 | 3.47E+03 | 3.33E+03 | 3.31E+03 | 2.59E+03 |
| f29 | 6.93E+07 | 3.85E+08 | 7.27E+08 | 2.26E+09 | 1.64E+09 | 1.90E+08 | 3.98E+07 |