Table 2 The best optima 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 | |||||
|---|---|---|---|---|---|---|---|---|---|---|
f1–29 | \(F_{min}\) | \(F_{max}\) | \(F_{min}\) | \(F_{max}\) | \(F_{min}\) | \(F_{max}\) | \(F_{min}\) | \(F_{max}\) | \(F_{min}\) | \(F_{max}\) |
f1 | 6.33E+10 | 2.76E+11 | 5.63E+10 | 3.15E+11 | 1.04E+11 | 1.38E+11 | 5.44E+10 | 3.12E+11 | 4.90E+09 | 3.55E+11 |
f2 | 3.14E+03 | 2.71E+06 | 3.04E+03 | 1.22E+05 | 3.47E+04 | 3.49E+04 | 3.90E+03 | 3.63E+05 | 4.07E+02 | 8.77E+06 |
f3 | 5.19E+04 | 3.43E+05 | 4.34E+04 | 2.96E+05 | 5.23E+04 | 1.70E+05 | 3.55E+04 | 2.92E+05 | 1.13E+04 | 2.06E+05 |
f4 | 2.06E+03 | 3.26E+03 | 2.03E+03 | 3.10E+03 | 2.27E+03 | 2.78E+03 | 1.98E+03 | 3.28E+03 | 1.76E+03 | 3.49E+03 |
f5 | 7.04E+02 | 7.74E+02 | 6.96E+02 | 7.66E+02 | 7.07E+02 | 7.36E+02 | 6.96E+02 | 7.72E+02 | 6.76E+02 | 7.79E+02 |
f6 | 4.20E+03 | 1.28E+04 | 3.68E+03 | 1.35E+04 | 1.08E+04 | 1.27E+04 | 3.74E+03 | 1.26E+04 | 3.10E+03 | 1.42E+04 |
f7 | 2.36E+03 | 3.59E+03 | 2.34E+03 | 3.62E+03 | 2.45E+03 | 2.55E+03 | 2.33E+03 | 3.66E+03 | 2.06E+03 | 3.84E+03 |
f8 | 8.49E+04 | 2.16E+05 | 7.50E+04 | 2.66E+05 | 1.19E+05 | 1.39E+05 | 7.67E+04 | 2.32E+05 | 6.03E+04 | 2.76E+05 |
f9 | 2.42E+03 | 3.35E+03 | 3.09E+03 | 3.94E+03 | 3.16E+03 | 3.27E+03 | 2.63E+03 | 3.87E+03 | 2.31E+03 | 3.97E+03 |
f10 | 1.87E+05 | 3.28E+07 | 2.30E+05 | 5.35E+08 | 2.09E+05 | 2.51E+05 | 1.54E+05 | 9.51E+06 | 8.77E+04 | 5.56E+07 |
f11 | 9.60E+10 | 4.39E+11 | 1.01E+11 | 3.88E+11 | 1.66E+11 | 2.61E+11 | 8.14E+10 | 3.91E+11 | 1.83E+10 | 5.91E+11 |
f12 | 2.18E+10 | 1.12E+11 | 2.66E+10 | 1.07E+11 | 3.28E+10 | 5.79E+10 | 1.22E+10 | 1.10E+11 | 2.16E+09 | 3.04E+11 |
f13 | 9.63E+07 | 7.19E+08 | 2.50E+07 | 6.39E+08 | 8.46E+07 | 1.72E+08 | 4.05E+07 | 3.93E+08 | 6.96E+06 | 9.72E+08 |
f14 | 5.90E+09 | 6.74E+10 | 1.05E+10 | 4.55E+10 | 1.76E+10 | 3.16E+10 | 5.43E+09 | 4.71E+10 | 1.09E+08 | 6.80E+10 |
f15 | 1.55E+04 | 5.17E+04 | 1.53E+04 | 5.62E+04 | 1.77E+04 | 2.18E+04 | 1.48E+04 | 3.16E+04 | 1.04E+04 | 5.70E+04 |
f16 | 1.02E+05 | 3.90E+08 | 1.23E+04 | 7.16E+07 | 4.34E+06 | 7.28E+06 | 2.88E+05 | 2.58E+08 | 7.17E+03 | 4.11E+08 |
f17 | 3.79E+07 | 2.32E+09 | 4.45E+07 | 1.86E+09 | 8.93E+07 | 2.12E+08 | 9.50E+07 | 1.57E+09 | 1.72E+07 | 2.89E+09 |
f18 | 8.26E+09 | 3.99E+10 | 1.22E+10 | 3.90E+10 | 1.97E+10 | 3.34E+10 | 6.68E+09 | 6.26E+10 | 8.79E+07 | 6.83E+10 |
f19 | 8.31E+03 | 9.96E+03 | 7.98E+03 | 9.97E+03 | 7.98E+03 | 8.44E+03 | 8.27E+03 | 9.70E+03 | 7.82E+03 | 1.01E+04 |
f20 | 4.26E+03 | 5.65E+03 | 4.35E+03 | 5.22E+03 | 4.20E+03 | 4.66E+03 | 3.98E+03 | 5.65E+03 | 3.50E+03 | 5.73E+03 |
f21 | 2.43E+03 | 3.71E+03 | 4.08E+03 | 4.97E+03 | 3.57E+03 | 3.57E+03 | 2.84E+03 | 4.69E+03 | 2.30E+03 | 5.75E+03 |
f22 | 5.38E+03 | 7.54E+03 | 5.43E+03 | 8.14E+03 | 4.28E+03 | 4.73E+03 | 6.07E+03 | 8.42E+03 | 4.02E+03 | 9.30E+03 |
f23 | 3.92E+03 | 5.63E+03 | 4.00E+03 | 5.46E+03 | 3.67E+03 | 4.04E+03 | 4.28E+03 | 6.06E+03 | 3.34E+03 | 6.98E+03 |
f24 | 9.21E+03 | 6.35E+04 | 1.22E+04 | 7.86E+04 | 2.71E+04 | 3.55E+04 | 8.64E+03 | 5.29E+04 | 3.55E+03 | 7.95E+04 |
f25 | 1.49E+04 | 2.53E+04 | 1.44E+04 | 3.49E+04 | 1.18E+04 | 1.61E+04 | 1.37E+04 | 3.17E+04 | 8.40E+03 | 3.25E+04 |
f26 | 4.87E+03 | 6.79E+03 | 4.89E+03 | 7.76E+03 | 3.93E+03 | 4.60E+03 | 4.58E+03 | 1.01E+04 | 3.76E+03 | 2.06E+04 |
f27 | 8.77E+03 | 2.65E+04 | 8.52E+03 | 2.28E+04 | 9.62E+03 | 1.56E+04 | 9.58E+03 | 2.11E+04 | 4.73E+03 | 2.86E+04 |
f28 | 9.84E+03 | 5.55E+05 | 1.39E+04 | 9.37E+05 | 5.55E+04 | 7.26E+04 | 1.08E+04 | 9.41E+04 | 5.40E+03 | 9.77E+04 |
f29 | 1.09E+09 | 1.94E+10 | 2.93E+09 | 2.57E+10 | 7.24E+09 | 1.09E+10 | 1.20E+09 | 1.96E+10 | 1.53E+08 | 2.62E+10 |
