Table 3 Statistical best (\(\mu\)) solutions of algorithms on the 29-CEC’2017 standard test suites.
From: Dimension learning based chimp optimizer for energy efficient wireless sensor networks
F | SCA | Chimp | SBPO | AOA | IChoA |
---|---|---|---|---|---|
F1–23 | \(\mu\) | \(\mu\) | \(\mu\) | \(\mu\) | \(\mu\) |
f1 | 1.12E+11 | 1.94E+11 | 1.04E+11 | 5.89E+10 | 3.25E+10 |
f2 | 2.05E+04 | 2.46E+04 | 2.47E+04 | 2.40E+04 | 1.21E+04 |
f3 | 1.01E+05 | 1.85E+05 | 5.41E+04 | 3.88E+04 | 2.82E+04 |
f4 | 2.43E+03 | 2.66E+03 | 2.28E+03 | 2.03E+03 | 2.01E+03 |
f5 | 7.29E+02 | 7.37E+02 | 7.07E+02 | 7.03E+02 | 7.30E+02 |
f6 | 7.54E+03 | 9.52E+03 | 1.09E+04 | 3.88E+03 | 2.40E+03 |
f7 | 2.80E+03 | 3.06E+03 | 2.45E+03 | 2.38E+03 | 2.06E+03 |
f8 | 1.42E+05 | 1.88E+05 | 1.19E+05 | 8.55E+04 | 1.88E+04 |
f9 | 2.48E+03 | 3.13E+03 | 3.16E+03 | 2.82E+03 | 2.37E+03 |
f10 | 5.00E+05 | 2.45E+07 | 2.10E+05 | 2.09E+05 | 1.41E+05 |
f11 | 1.70E+11 | 2.45E+11 | 1.67E+11 | 8.77E+10 | 1.50E+10 |
f12 | 3.53E+10 | 6.62E+10 | 3.61E+10 | 1.39E+10 | 1.04E+10 |
f13 | 6.96E+07 | 2.01E+08 | 9.04E+07 | 5.01E+07 | 3.94E+07 |
f14 | 1.18E+10 | 2.70E+10 | 2.02E+10 | 6.21E+09 | 4.35E+09 |
f15 | 1.82E+04 | 3.34E+04 | 1.78E+04 | 1.52E+04 | 1.20E+04 |
f16 | 7.03E+06 | 1.70E+07 | 4.35E+06 | 2.65E+06 | 1.47E+06 |
f17 | 2.75E+08 | 3.14E+08 | 8.95E+08 | 2.25E+08 | 8.07E+07 |
f18 | 1.45E+10 | 2.35E+10 | 2.00E+10 | 7.79E+09 | 6.95E+09 |
f19 | 8.74E+03 | 9.21E+03 | 7.98E+03 | 8.79E+03 | 7.44E+03 |
f20 | 4.58E+03 | 4.87E+03 | 4.23E+03 | 4.09E+03 | 4.01E+03 |
f21 | 2.59E+03 | 4.26E+03 | 3.57E+03 | 2.92E+03 | 2.39E+03 |
f22 | 5.46E+03 | 6.33E+03 | 4.28E+03 | 6.81E+03 | 5.08E+03 |
f23 | 4.03E+03 | 4.50E+03 | 3.71E+03 | 4.35E+03 | 3.70E+03 |
f24 | 2.31E+04 | 4.31E+04 | 2.73E+04 | 9.20E+03 | 1.71E+03 |
f25 | 1.60E+04 | 2.19E+04 | 1.21E+04 | 1.42E+04 | 1.17E+04 |
f26 | 4.96E+03 | 5.94E+03 | 3.94E+03 | 4.78E+03 | 3.10E+03 |
f27 | 1.26E+04 | 1.63E+04 | 9.69E+03 | 9.93E+03 | 8.81E+03 |
f28 | 2.19E+04 | 2.31E+05 | 5.57E+04 | 1.27E+04 | 1.12E+04 |
f29 | 3.51E+09 | 1.06E+10 | 7.25E+09 | 1.63E+09 | 1.08E+09 |