Table 6.
Standard deviation (sd) outcomes of optimizers on 29-CEC-2017 functions.
| F | MFO | SCA | Chimp | SBPO | AOA | SMA | DLHO |
|---|---|---|---|---|---|---|---|
| F1-23 | sd | sd | sd | sd | sd | sd | sd |
| f1 | 2.63E+10 | 2.44E+10 | 5.36E+10 | 6.06E+09 | 4.15E+09 | 3.04E+10 | 1.22E+09 |
| f2 | 1.49E+05 | 3.07E+04 | 6.54E+04 | 5.83E+04 | 1.82E+04 | 5.26E+04 | 1.02E+04 |
| f3 | 6.64E+03 | 8.36E+03 | 2.55E+04 | 2.40E+03 | 3.20E+03 | 6.01E+03 | 1.32E+03 |
| f4 | 6.99E+01 | 1.14E+02 | 1.57E+02 | 1.12E+01 | 2.86E+01 | 1.40E+02 | 7.55E+00 |
| f5 | 2.64E+01 | 3.77E+01 | 2.79E+01 | 2.25E+00 | 5.71E+00 | 2.94E+01 | 1.17E+00 |
| f6 | 3.87E+02 | 8.77E+02 | 1.00E+03 | 7.12E+00 | 1.23E+02 | 2.84E+02 | 2.98E+00 |
| f7 | 7.66E+02 | 7.77E+01 | 9.85E+01 | 2.92E+00 | 2.43E+01 | 1.02E+02 | 1.44E+00 |
| f8 | 5.77E+03 | 9.16E+03 | 1.54E+04 | 3.44E+01 | 2.08E+03 | 6.61E+03 | 1.98E+01 |
| f9 | 1.21E+03 | 5.08E+02 | 5.83E+02 | 1.01E+02 | 2.86E+02 | 1.78E+03 | 1.20E+01 |
| f10 | 9.29E+02 | 3.73E+02 | 1.77E+03 | 5.49E+03 | 1.30E+03 | 2.62E+03 | 0.98E+03 |
| f11 | 4.07E+09 | 5.29E+09 | 6.85E+09 | 6.34E+09 | 1.82E+09 | 4.79E+09 | 2.87E+00 |
| f12 | 4.93E+09 | 4.47E+09 | 9.20E+09 | 1.72E+09 | 1.64E+09 | 3.21E+09 | 1.00E+09 |
| f13 | 3.07E+06 | 6.95E+06 | 2.29E+07 | 4.77E+06 | 3.51E+06 | 3.19E+06 | 1.23E+06 |
| f14 | 4.51E+08 | 1.04E+09 | 2.41E+09 | 1.68E+09 | 5.47E+08 | 1.05E+09 | 2.20E+08 |
| f15 | 1.26E+03 | 7.93E+02 | 1.24E+03 | 2.66E+02 | 7.06E+02 | 8.31E+02 | 0.81E+02 |
| f16 | 7.37E+03 | 2.10E+03 | 2.21E+03 | 3.55E+02 | 3.01E+02 | 2.71E+03 | 1.76E+02 |
| f17 | 1.33E+08 | 8.13E+07 | 1.26E+08 | 7.70E+07 | 8.46E+07 | 1.85E+08 | 3.44E+07 |
| f18 | 1.35E+09 | 1.21E+09 | 4.42E+09 | 2.51E+09 | 9.44E+08 | 1.32E+09 | 0.66E+09 |
| f19 | 1.83E+02 | 2.40E+02 | 2.03E+02 | 2.96E+01 | 2.92E+02 | 3.05E+02 | 1.33E+01 |
| f20 | 1.19E+02 | 1.29E+02 | 1.20E+02 | 7.43E+00 | 3.05E+01 | 1.33E+02 | 1.19E+00 |
| f21 | 1.14E+03 | 6.90E+02 | 3.93E+02 | 1.85E+02 | 2.94E+02 | 1.44E+03 | 3.14E+01 |
| f22 | 2.27E+01 | 1.20E+02 | 2.38E+01 | 7.65E+00 | 2.11E+01 | 2.22E+01 | 2.30E+00 |
| f23 | 1.66E+02 | 1.74E+02 | 1.93E+02 | 5.44E+00 | 7.15E+01 | 1.32E+02 | 2.64E+00 |
| f24 | 2.76E+03 | 3.11E+03 | 5.31E+03 | 8.01E+02 | 1.26E+03 | 7.25E+02 | 1.01E+02 |
| f25 | 2.16E+03 | 1.44E+03 | 2.51E+03 | 1.31E+02 | 4.24E+02 | 1.66E+03 | 4.90E+01 |
| f26 | 6.29E+02 | 7.06E+02 | 1.72E+03 | 6.78E+02 | 6.66E+02 | 6.28E+02 | 1.21E+02 |
| f27 | 3.68E+03 | 3.99E+03 | 5.37E+03 | 2.33E+02 | 1.62E+03 | 2.74E+03 | 1.00E+02 |
| f28 | 1.06E+02 | 1.73E+02 | 1.45E+02 | 4.31E+01 | 5.30E+01 | 1.19E+02 | 1.54E+01 |
| f29 | 3.73E+08 | 4.39E+08 | 6.96E+08 | 4.24E+07 | 1.81E+08 | 6.08E+08 | 2.08E+07 |