Table 8.
Evaluation results on the CEC 2017 test suite functions.
| GA | PSO | GSA | TLBO | MVO | GWO | WOA | TSA | MPA | RSA | AVOA | STBO | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| C17-F1 | Mean | 1.00E+02 | 1.48E+03 | 1.32E+10 | 1.14E+05 | 2.87E+09 | 8.69E+06 | 9.43E+03 | 2.30E+05 | 7.67E+07 | 2.45E+02 | 3.33E+03 | 1.65E+07 |
| Best | 1.00E+02 | 1.05E+02 | 9.16E+09 | 1.76E+02 | 3.93E+08 | 2.04E+06 | 4.43E+03 | 1.93E+04 | 5.38E+07 | 1.00E+02 | 7.03E+02 | 1.05E+07 | |
| Worst | 1.00E+02 | 3.34E+03 | 1.82E+10 | 4.52E+05 | 5.36E+09 | 2.43E+07 | 1.48E+04 | 6.81E+05 | 1.19E+08 | 5.29E+02 | 5.63E+03 | 2.48E+07 | |
| Std | 1.02E−05 | 1.38E+03 | 3.95E+09 | 2.30E+05 | 2.21E+09 | 1.07E+07 | 4.47E+03 | 3.18E+05 | 3.04E+07 | 2.03E+02 | 2.73E+03 | 6.38E+06 | |
| Median | 1.00E+02 | 1.24E+03 | 1.27E+10 | 1.82E+03 | 2.87E+09 | 4.22E+06 | 9.23E+03 | 1.11E+05 | 6.69E+07 | 1.76E+02 | 3.49E+03 | 1.53E+07 | |
| Rank | 1 | 3 | 12 | 6 | 11 | 8 | 5 | 7 | 10 | 2 | 4 | 9 | |
| C17-F3 | Mean | 3.00E+02 | 3.65E+02 | 1.01E+04 | 3.39E+02 | 1.27E+04 | 3.54E+03 | 3.00E+02 | 4.66E+03 | 7.63E+02 | 8.81E+03 | 3.00E+02 | 2.48E+04 |
| Best | 3.00E+02 | 3.00E+02 | 6.88E+03 | 3.00E+02 | 9.43E+03 | 1.24E+03 | 3.00E+02 | 2.58E+03 | 5.86E+02 | 4.05E+03 | 3.00E+02 | 1.80E+04 | |
| Worst | 3.00E+02 | 4.17E+02 | 1.74E+04 | 3.95E+02 | 1.54E+04 | 7.10E+03 | 3.00E+02 | 8.46E+03 | 9.28E+02 | 1.50E+04 | 3.00E+02 | 4.00E+04 | |
| Std | 1.57E−10 | 4.91E+01 | 4.98E+03 | 4.48E+01 | 3.04E+03 | 2.66E+03 | 5.88E−02 | 2.76E+03 | 1.80E+02 | 4.65E+03 | 2.49E−12 | 1.04E+04 | |
| Med | 3.00E+02 | 3.72E+02 | 8.11E+03 | 3.30E+02 | 1.31E+04 | 2.91E+03 | 3.00E+02 | 3.80E+03 | 7.69E+02 | 8.11E+03 | 3.00E+02 | 2.06E+04 | |
| Rank | 2 | 5 | 10 | 4 | 11 | 7 | 3 | 8 | 6 | 9 | 1 | 12 | |
| C17-F4 | Mean | 4.00E+02 | 4.23E+02 | 1.09E+03 | 4.04E+02 | 6.38E+02 | 4.24E+02 | 4.05E+02 | 4.18E+02 | 4.13E+02 | 4.07E+02 | 4.07E+02 | 4.16E+02 |
| Best | 4.00E+02 | 4.00E+02 | 6.81E+02 | 4.00E+02 | 4.08E+02 | 4.08E+02 | 4.04E+02 | 4.07E+02 | 4.10E+02 | 4.07E+02 | 4.01E+02 | 4.13E+02 | |
| Worst | 4.00E+02 | 4.79E+02 | 1.92E+03 | 4.06E+02 | 1.09E+03 | 4.41E+02 | 4.06E+02 | 4.39E+02 | 4.20E+02 | 4.07E+02 | 4.11E+02 | 4.24E+02 | |
| Std | 7.08E−09 | 3.83E+01 | 5.78E+02 | 2.78E+00 | 3.25E+02 | 1.83E+01 | 9.96E−01 | 1.52E+01 | 5.12E+00 | 1.79E−01 | 4.35E+00 | 5.41E+00 | |
| Median | 4.00E+02 | 4.06E+02 | 8.77E+02 | 4.05E+02 | 5.26E+02 | 4.22E+02 | 4.05E+02 | 4.12E+02 | 4.11E+02 | 4.07E+02 | 4.08E+02 | 4.14E+02 | |
| Rank | 1 | 9 | 12 | 2 | 11 | 10 | 3 | 8 | 6 | 4 | 5 | 7 | |
| C17-F5 | Mean | 5.09E+02 | 5.43E+02 | 5.71E+02 | 5.20E+02 | 5.55E+02 | 5.57E+02 | 5.17E+02 | 5.15E+02 | 5.39E+02 | 5.48E+02 | 5.39E+02 | 5.32E+02 |
| Best | 5.08E+02 | 5.36E+02 | 5.61E+02 | 5.12E+02 | 5.26E+02 | 5.30E+02 | 5.11E+02 | 5.09E+02 | 5.31E+02 | 5.37E+02 | 5.24E+02 | 5.27E+02 | |
| Worst | 5.11E+02 | 5.62E+02 | 5.90E+02 | 5.24E+02 | 5.91E+02 | 5.96E+02 | 5.23E+02 | 5.20E+02 | 5.50E+02 | 5.62E+02 | 5.72E+02 | 5.38E+02 | |
| Std | 1.31E+00 | 1.28E+01 | 1.34E+01 | 5.77E+00 | 3.20E+01 | 2.94E+01 | 5.24E+00 | 4.78E+00 | 7.78E+00 | 1.10E+01 | 2.24E+01 | 4.70E+00 | |
| Med | 5.09E+02 | 5.37E+02 | 5.67E+02 | 5.23E+02 | 5.52E+02 | 5.51E+02 | 5.17E+02 | 5.16E+02 | 5.38E+02 | 5.47E+02 | 5.31E+02 | 5.32E+02 | |
| Rank | 1 | 8 | 12 | 4 | 10 | 11 | 3 | 2 | 6 | 9 | 7 | 5 | |
| C17-F6 | Mean | 6.00E+02 | 6.21E+02 | 6.49E+02 | 6.00E+02 | 6.28E+02 | 6.32E+02 | 6.01E+02 | 6.01E+02 | 6.05E+02 | 6.25E+02 | 6.03E+02 | 6.08E+02 |
| Best | 6.00E+02 | 6.11E+02 | 6.43E+02 | 6.00E+02 | 6.13E+02 | 6.17E+02 | 6.00E+02 | 6.00E+02 | 6.04E+02 | 6.14E+02 | 6.01E+02 | 6.05E+02 | |
| Worst | 6.00E+02 | 6.36E+02 | 6.56E+02 | 6.01E+02 | 6.48E+02 | 6.49E+02 | 6.02E+02 | 6.05E+02 | 6.07E+02 | 6.39E+02 | 6.06E+02 | 6.11E+02 | |
| Std | 3.09E−04 | 1.17E+01 | 5.42E+00 | 6.82E−01 | 1.61E+01 | 1.52E+01 | 7.69E−01 | 2.33E+00 | 1.33E+00 | 1.07E+01 | 2.33E+00 | 3.41E+00 | |
| Median | 6.00E+02 | 6.19E+02 | 6.49E+02 | 6.00E+02 | 6.26E+02 | 6.31E+02 | 6.01E+02 | 6.00E+02 | 6.05E+02 | 6.24E+02 | 6.03E+02 | 6.08E+02 | |
| Rank | 1 | 8 | 12 | 2 | 10 | 11 | 3 | 4 | 6 | 9 | 5 | 7 | |
| C17-F7 | Mean | 7.22E+02 | 7.65E+02 | 8.07E+02 | 7.26E+02 | 7.92E+02 | 7.93E+02 | 7.28E+02 | 7.41E+02 | 7.59E+02 | 7.18E+02 | 7.46E+02 | 7.37E+02 |
| Best | 7.19E+02 | 7.51E+02 | 7.97E+02 | 7.14E+02 | 7.69E+02 | 7.66E+02 | 7.23E+02 | 7.32E+02 | 7.55E+02 | 7.14E+02 | 7.31E+02 | 7.29E+02 | |
| Worst | 7.24E+02 | 7.82E+02 | 8.12E+02 | 7.42E+02 | 8.23E+02 | 8.12E+02 | 7.37E+02 | 7.49E+02 | 7.66E+02 | 7.22E+02 | 7.76E+02 | 7.40E+02 | |
| Std | 2.01E+00 | 1.37E+01 | 7.26E+00 | 1.22E+01 | 2.42E+01 | 2.18E+01 | 6.17E+00 | 7.53E+00 | 4.73E+00 | 3.18E+00 | 2.14E+01 | 5.52E+00 | |
| Med | 7.22E+02 | 7.64E+02 | 8.09E+02 | 7.23E+02 | 7.89E+02 | 7.96E+02 | 7.26E+02 | 7.41E+02 | 7.57E+02 | 7.17E+02 | 7.39E+02 | 7.39E+02 | |
| Rank | 2 | 9 | 12 | 3 | 10 | 11 | 4 | 6 | 8 | 1 | 7 | 5 | |
| C17-F8 | Mean | 8.08E+02 | 8.29E+02 | 8.59E+02 | 8.10E+02 | 8.49E+02 | 8.33E+02 | 8.31E+02 | 8.16E+02 | 8.33E+02 | 8.19E+02 | 8.25E+02 | 8.23E+02 |
| Best | 8.05E+02 | 8.21E+02 | 8.56E+02 | 8.07E+02 | 8.44E+02 | 8.14E+02 | 8.20E+02 | 8.13E+02 | 8.28E+02 | 8.16E+02 | 8.13E+02 | 8.17E+02 | |
| Worst | 8.10E+02 | 8.44E+02 | 8.62E+02 | 8.12E+02 | 8.55E+02 | 8.53E+02 | 8.62E+02 | 8.21E+02 | 8.37E+02 | 8.23E+02 | 8.39E+02 | 8.37E+02 | |
| Std | 2.25E+00 | 1.06E+01 | 3.14E+00 | 2.67E+00 | 5.22E+00 | 1.61E+01 | 2.11E+01 | 3.76E+00 | 4.03E+00 | 3.03E+00 | 1.13E+01 | 9.46E+00 | |
| Median | 8.09E+02 | 8.25E+02 | 8.58E+02 | 8.10E+02 | 8.49E+02 | 8.32E+02 | 8.21E+02 | 8.15E+02 | 8.35E+02 | 8.19E+02 | 8.24E+02 | 8.20E+02 | |
| Rank | 1 | 7 | 12 | 2 | 11 | 9 | 8 | 3 | 10 | 4 | 6 | 5 | |
| C17-F9 | Mean | 9.00E+02 | 1.35E+03 | 1.44E+03 | 9.26E+02 | 1.60E+03 | 1.56E+03 | 9.00E+02 | 9.01E+02 | 9.49E+02 | 9.00E+02 | 9.59E+02 | 9.05E+02 |
| Best | 9.00E+02 | 9.42E+02 | 1.14E+03 | 9.01E+02 | 1.01E+03 | 1.04E+03 | 9.00E+02 | 9.00E+02 | 9.28E+02 | 9.00E+02 | 9.02E+02 | 9.02E+02 | |
| Worst | 9.00E+02 | 1.80E+03 | 1.85E+03 | 9.93E+02 | 2.52E+03 | 2.51E+03 | 9.01E+02 | 9.03E+02 | 9.89E+02 | 9.00E+02 | 1.03E+03 | 9.07E+02 | |
| Std | 2.65E−08 | 3.61E+02 | 3.04E+02 | 4.53E+01 | 7.29E+02 | 6.63E+02 | 4.44E−01 | 1.34E+00 | 2.76E+01 | 0.00E+00 | 5.22E+01 | 2.20E+00 | |
| Med | 9.00E+02 | 1.34E+03 | 1.38E+03 | 9.05E+02 | 1.43E+03 | 1.35E+03 | 9.00E+02 | 9.00E+02 | 9.39E+02 | 9.00E+02 | 9.54E+02 | 9.06E+02 | |
| Rank | 2 | 9 | 10 | 6 | 12 | 11 | 3 | 4 | 7 | 1 | 8 | 5 | |
| C17-F10 | Mean | 1.45E+03 | 2.25E+03 | 2.47E+03 | 1.84E+03 | 2.33E+03 | 2.25E+03 | 1.61E+03 | 1.71E+03 | 2.16E+03 | 2.67E+03 | 1.98E+03 | 1.78E+03 |
| Best | 1.34E+03 | 1.92E+03 | 2.20E+03 | 1.12E+03 | 1.52E+03 | 1.89E+03 | 1.50E+03 | 1.61E+03 | 2.07E+03 | 2.23E+03 | 1.84E+03 | 1.53E+03 | |
| Worst | 1.61E+03 | 2.49E+03 | 2.78E+03 | 2.22E+03 | 2.74E+03 | 2.75E+03 | 1.78E+03 | 1.79E+03 | 2.23E+03 | 3.04E+03 | 2.28E+03 | 2.02E+03 | |
| Std | 1.22E+02 | 2.73E+02 | 2.78E+02 | 5.23E+02 | 5.64E+02 | 4.17E+02 | 1.34E+02 | 7.88E+01 | 8.62E+01 | 3.58E+02 | 2.11E+02 | 2.25E+02 | |
| Median | 1.42E+03 | 2.31E+03 | 2.46E+03 | 2.01E+03 | 2.53E+03 | 2.19E+03 | 1.59E+03 | 1.71E+03 | 2.16E+03 | 2.70E+03 | 1.90E+03 | 1.78E+03 | |
| Rank | 1 | 9 | 11 | 5 | 10 | 8 | 2 | 3 | 7 | 12 | 6 | 4 | |
| C17-F11 | Mean | 1.10E+03 | 1.25E+03 | 3.99E+03 | 1.12E+03 | 1.29E+03 | 1.22E+03 | 1.13E+03 | 1.14E+03 | 1.15E+03 | 1.17E+03 | 1.14E+03 | 5.16E+03 |
| Best | 1.10E+03 | 1.17E+03 | 2.13E+03 | 1.11E+03 | 1.15E+03 | 1.12E+03 | 1.11E+03 | 1.13E+03 | 1.13E+03 | 1.13E+03 | 1.11E+03 | 1.36E+03 | |
| Worst | 1.10E+03 | 1.36E+03 | 5.72E+03 | 1.12E+03 | 1.49E+03 | 1.41E+03 | 1.14E+03 | 1.16E+03 | 1.17E+03 | 1.20E+03 | 1.15E+03 | 1.05E+04 | |
| Std | 1.11E+00 | 8.99E+01 | 1.76E+03 | 4.12E+00 | 1.44E+02 | 1.28E+02 | 1.49E+01 | 1.01E+01 | 1.77E+01 | 3.22E+01 | 1.71E+01 | 4.07E+03 | |
| Med | 1.10E+03 | 1.23E+03 | 4.05E+03 | 1.11E+03 | 1.26E+03 | 1.18E+03 | 1.12E+03 | 1.14E+03 | 1.15E+03 | 1.17E+03 | 1.14E+03 | 4.38E+03 | |
| Rank | 1 | 9 | 11 | 2 | 10 | 8 | 3 | 5 | 6 | 7 | 4 | 12 | |
| C17-F12 | Mean | 1.21E+03 | 1.24E+06 | 6.77E+07 | 3.04E+03 | 8.96E+07 | 9.35E+06 | 5.18E+05 | 1.52E+05 | 2.30E+06 | 8.96E+05 | 1.47E+04 | 1.69E+06 |
| Best | 1.20E+03 | 3.82E+04 | 3.05E+07 | 1.67E+03 | 3.30E+05 | 5.80E+04 | 8.01E+03 | 4.19E+04 | 4.93E+05 | 9.83E+03 | 1.56E+03 | 1.72E+05 | |
| Worst | 1.24E+03 | 4.05E+06 | 1.04E+08 | 5.43E+03 | 3.54E+08 | 2.04E+07 | 1.29E+06 | 4.67E+05 | 3.64E+06 | 2.59E+06 | 2.45E+04 | 5.80E+06 | |
| Std | 1.84E+01 | 1.92E+06 | 3.39E+07 | 1.70E+03 | 1.80E+08 | 9.95E+06 | 6.30E+05 | 2.15E+05 | 1.45E+06 | 1.21E+06 | 1.02E+04 | 2.79E+06 | |
| Median | 1.20E+03 | 4.39E+05 | 6.79E+07 | 2.53E+03 | 1.92E+06 | 8.48E+06 | 3.84E+05 | 4.93E+04 | 2.53E+06 | 4.92E+05 | 1.64E+04 | 4.01E+05 | |
| Rank | 1 | 7 | 11 | 2 | 12 | 10 | 5 | 4 | 9 | 6 | 3 | 8 | |
| C17-F13 | Mean | 1.31E+03 | 1.22E+04 | 4.09E+07 | 1.34E+03 | 1.62E+04 | 2.04E+04 | 1.35E+04 | 1.18E+04 | 7.10E+03 | 1.25E+04 | 5.58E+03 | 7.05E+04 |
| Best | 1.30E+03 | 4.63E+03 | 1.15E+05 | 1.31E+03 | 7.21E+03 | 8.27E+03 | 2.36E+03 | 7.43E+03 | 4.00E+03 | 7.36E+03 | 2.15E+03 | 1.22E+04 | |
| Worst | 1.31E+03 | 2.02E+04 | 1.23E+08 | 1.36E+03 | 2.19E+04 | 3.46E+04 | 2.77E+04 | 1.87E+04 | 1.17E+04 | 1.60E+04 | 9.59E+03 | 1.69E+05 | |
| Std | 3.93E+00 | 6.58E+03 | 5.78E+07 | 2.26E+01 | 7.12E+03 | 1.12E+04 | 1.07E+04 | 5.14E+03 | 3.46E+03 | 3.86E+03 | 3.12E+03 | 7.46E+04 | |
| Med | 1.31E+03 | 1.19E+04 | 2.05E+07 | 1.35E+03 | 1.79E+04 | 1.95E+04 | 1.20E+04 | 1.05E+04 | 6.35E+03 | 1.33E+04 | 5.29E+03 | 5.06E+04 | |
| Rank | 1 | 6 | 12 | 2 | 9 | 10 | 8 | 5 | 4 | 7 | 3 | 11 | |
| C17-F14 | Mean | 1.40E+03 | 2.55E+03 | 5.47E+03 | 1.43E+03 | 4.77E+03 | 1.58E+03 | 1.44E+03 | 2.83E+03 | 1.52E+03 | 5.57E+03 | 7.00E+03 | 6.76E+03 |
| Best | 1.40E+03 | 2.01E+03 | 2.19E+03 | 1.40E+03 | 2.57E+03 | 1.50E+03 | 1.43E+03 | 1.48E+03 | 1.48E+03 | 2.07E+03 | 3.68E+03 | 1.87E+03 | |
| Worst | 1.40E+03 | 2.91E+03 | 8.08E+03 | 1.45E+03 | 5.60E+03 | 1.69E+03 | 1.44E+03 | 4.80E+03 | 1.56E+03 | 9.48E+03 | 1.15E+04 | 1.16E+04 | |
| Std | 1.92E+00 | 3.95E+02 | 2.57E+03 | 2.26E+01 | 1.49E+03 | 8.89E+01 | 5.16E+00 | 1.61E+03 | 3.77E+01 | 3.12E+03 | 3.32E+03 | 5.26E+03 | |
| Median | 1.40E+03 | 2.63E+03 | 5.80E+03 | 1.43E+03 | 5.44E+03 | 1.58E+03 | 1.44E+03 | 2.53E+03 | 1.53E+03 | 5.36E+03 | 6.43E+03 | 6.80E+03 | |
| Rank | 1 | 6 | 9 | 2 | 8 | 5 | 3 | 7 | 4 | 10 | 12 | 11 | |
| C17-F15 | Mean | 1.50E+03 | 5.27E+03 | 9.25E+03 | 1.51E+03 | 1.47E+04 | 5.77E+03 | 1.56E+03 | 5.41E+03 | 1.79E+03 | 1.54E+04 | 4.46E+03 | 4.36E+03 |
| Best | 1.50E+03 | 1.95E+03 | 4.96E+03 | 1.50E+03 | 4.16E+03 | 2.03E+03 | 1.54E+03 | 1.81E+03 | 1.69E+03 | 6.55E+03 | 2.27E+03 | 1.87E+03 | |
| Worst | 1.50E+03 | 8.28E+03 | 1.65E+04 | 1.52E+03 | 2.43E+04 | 1.51E+04 | 1.58E+03 | 7.23E+03 | 2.01E+03 | 2.03E+04 | 6.87E+03 | 7.09E+03 | |
| Std | 6.65E−02 | 2.67E+03 | 5.30E+03 | 7.02E+00 | 1.11E+04 | 6.36E+03 | 1.87E+01 | 2.54E+03 | 1.51E+02 | 6.25E+03 | 1.95E+03 | 2.87E+03 | |
| Med | 1.50E+03 | 5.43E+03 | 7.77E+03 | 1.51E+03 | 1.52E+04 | 2.98E+03 | 1.56E+03 | 6.30E+03 | 1.73E+03 | 1.74E+04 | 4.35E+03 | 4.23E+03 | |
| Rank | 1 | 7 | 10 | 2 | 11 | 9 | 3 | 8 | 4 | 12 | 6 | 5 | |
| C17-F16 | Mean | 1.60E+03 | 1.84E+03 | 2.05E+03 | 1.69E+03 | 2.14E+03 | 1.86E+03 | 1.88E+03 | 1.75E+03 | 1.70E+03 | 2.21E+03 | 1.87E+03 | 1.82E+03 |
| Best | 1.60E+03 | 1.75E+03 | 2.02E+03 | 1.60E+03 | 1.99E+03 | 1.66E+03 | 1.72E+03 | 1.61E+03 | 1.64E+03 | 2.16E+03 | 1.72E+03 | 1.75E+03 | |
| Worst | 1.60E+03 | 1.96E+03 | 2.07E+03 | 1.84E+03 | 2.37E+03 | 2.09E+03 | 2.03E+03 | 2.00E+03 | 1.86E+03 | 2.30E+03 | 1.97E+03 | 1.85E+03 | |
| Std | 2.75E−01 | 9.69E+01 | 2.05E+01 | 1.17E+02 | 1.74E+02 | 2.12E+02 | 1.28E+02 | 1.78E+02 | 1.05E+02 | 6.08E+01 | 1.20E+02 | 4.95E+01 | |
| Median | 1.60E+03 | 1.82E+03 | 2.05E+03 | 1.66E+03 | 2.10E+03 | 1.85E+03 | 1.88E+03 | 1.70E+03 | 1.66E+03 | 2.19E+03 | 1.90E+03 | 1.85E+03 | |
| Rank | 1 | 6 | 10 | 2 | 11 | 7 | 9 | 4 | 3 | 12 | 8 | 5 | |
| C17-F17 | Mean | 1.72E+03 | 1.76E+03 | 1.86E+03 | 1.74E+03 | 1.86E+03 | 1.87E+03 | 1.80E+03 | 1.77E+03 | 1.76E+03 | 1.97E+03 | 1.86E+03 | 1.75E+03 |
| Best | 1.71E+03 | 1.72E+03 | 1.82E+03 | 1.73E+03 | 1.80E+03 | 1.82E+03 | 1.73E+03 | 1.74E+03 | 1.76E+03 | 1.76E+03 | 1.77E+03 | 1.75E+03 | |
| Worst | 1.72E+03 | 1.81E+03 | 1.93E+03 | 1.75E+03 | 1.97E+03 | 1.92E+03 | 1.86E+03 | 1.80E+03 | 1.76E+03 | 2.15E+03 | 1.98E+03 | 1.76E+03 | |
| Std | 7.86E+00 | 4.00E+01 | 5.17E+01 | 8.37E+00 | 7.34E+01 | 4.15E+01 | 6.32E+01 | 2.90E+01 | 1.03E+00 | 1.64E+02 | 9.71E+01 | 2.51E+00 | |
| Med | 1.72E+03 | 1.75E+03 | 1.85E+03 | 1.74E+03 | 1.84E+03 | 1.86E+03 | 1.80E+03 | 1.77E+03 | 1.76E+03 | 1.98E+03 | 1.85E+03 | 1.75E+03 | |
| Rank | 1 | 4 | 8 | 2 | 10 | 11 | 7 | 6 | 5 | 12 | 9 | 3 | |
| C17-F18 | Mean | 1.80E+03 | 2.35E+04 | 9.48E+07 | 1.83E+03 | 2.89E+04 | 2.46E+04 | 1.74E+04 | 2.31E+04 | 4.03E+04 | 1.20E+04 | 1.13E+04 | 9.29E+03 |
| Best | 1.80E+03 | 8.83E+03 | 1.57E+06 | 1.81E+03 | 1.13E+04 | 3.35E+03 | 4.18E+03 | 7.85E+03 | 1.54E+04 | 8.16E+03 | 3.07E+03 | 4.53E+03 | |
| Worst | 1.80E+03 | 3.76E+04 | 3.69E+08 | 1.85E+03 | 3.77E+04 | 3.86E+04 | 3.82E+04 | 3.58E+04 | 5.63E+04 | 1.85E+04 | 1.74E+04 | 1.76E+04 | |
| Std | 5.82E−01 | 1.52E+04 | 1.87E+08 | 1.77E+01 | 1.25E+04 | 1.59E+04 | 1.66E+04 | 1.19E+04 | 1.80E+04 | 4.91E+03 | 6.76E+03 | 6.04E+03 | |
| Median | 1.80E+03 | 2.37E+04 | 4.22E+06 | 1.84E+03 | 3.34E+04 | 2.82E+04 | 1.36E+04 | 2.43E+04 | 4.48E+04 | 1.06E+04 | 1.24E+04 | 7.52E+03 | |
| Rank | 1 | 8 | 12 | 2 | 10 | 9 | 6 | 7 | 11 | 5 | 4 | 3 | |
| C17-F19 | Mean | 1.90E+03 | 9.13E+03 | 6.79E+05 | 1.91E+03 | 7.35E+04 | 2.93E+05 | 2.02E+03 | 6.14E+03 | 2.16E+03 | 2.89E+04 | 1.14E+04 | 2.01E+04 |
| Best | 1.90E+03 | 3.26E+03 | 1.61E+05 | 1.90E+03 | 2.01E+03 | 7.90E+03 | 1.93E+03 | 1.93E+03 | 2.04E+03 | 8.74E+03 | 5.50E+03 | 8.22E+03 | |
| Worst | 1.90E+03 | 1.53E+04 | 1.87E+06 | 1.92E+03 | 2.76E+05 | 1.12E+06 | 2.27E+03 | 1.20E+04 | 2.36E+03 | 5.38E+04 | 2.00E+04 | 2.99E+04 | |
| Std | 6.62E−02 | 5.07E+03 | 8.20E+05 | 6.11E+00 | 1.38E+05 | 5.62E+05 | 1.71E+02 | 5.14E+03 | 1.46E+02 | 2.03E+04 | 6.42E+03 | 1.15E+04 | |
| Med | 1.90E+03 | 8.96E+03 | 3.41E+05 | 1.91E+03 | 8.08E+03 | 2.23E+04 | 1.95E+03 | 5.29E+03 | 2.11E+03 | 2.66E+04 | 1.01E+04 | 2.11E+04 | |
| Rank | 1 | 6 | 12 | 2 | 10 | 11 | 3 | 5 | 4 | 9 | 7 | 8 | |
| C17-F20 | Mean | 2.01E+03 | 2.12E+03 | 2.30E+03 | 2.02E+03 | 2.21E+03 | 2.26E+03 | 2.16E+03 | 2.05E+03 | 2.08E+03 | 2.33E+03 | 2.24E+03 | 2.05E+03 |
| Best | 2.00E+03 | 2.03E+03 | 2.25E+03 | 2.02E+03 | 2.09E+03 | 2.07E+03 | 2.03E+03 | 2.03E+03 | 2.06E+03 | 2.20E+03 | 2.20E+03 | 2.04E+03 | |
| Worst | 2.02E+03 | 2.16E+03 | 2.36E+03 | 2.04E+03 | 2.43E+03 | 2.35E+03 | 2.26E+03 | 2.08E+03 | 2.12E+03 | 2.42E+03 | 2.27E+03 | 2.08E+03 | |
| Std | 1.04E+01 | 6.44E+01 | 5.25E+01 | 9.05E+00 | 1.52E+02 | 1.32E+02 | 9.92E+01 | 2.46E+01 | 2.61E+01 | 9.56E+01 | 3.57E+01 | 1.88E+01 | |
| Median | 2.01E+03 | 2.14E+03 | 2.30E+03 | 2.02E+03 | 2.17E+03 | 2.30E+03 | 2.17E+03 | 2.06E+03 | 2.08E+03 | 2.35E+03 | 2.24E+03 | 2.05E+03 | |
| Rank | 1 | 6 | 11 | 2 | 8 | 10 | 7 | 4 | 5 | 12 | 9 | 3 | |
| C17-F21 | Mean | 2.20E+03 | 2.30E+03 | 2.31E+03 | 2.29E+03 | 2.35E+03 | 2.34E+03 | 2.30E+03 | 2.29E+03 | 2.30E+03 | 2.36E+03 | 2.32E+03 | 2.31E+03 |
| Best | 2.20E+03 | 2.20E+03 | 2.25E+03 | 2.21E+03 | 2.34E+03 | 2.32E+03 | 2.20E+03 | 2.20E+03 | 2.21E+03 | 2.36E+03 | 2.31E+03 | 2.22E+03 | |
| Worst | 2.20E+03 | 2.36E+03 | 2.39E+03 | 2.32E+03 | 2.38E+03 | 2.35E+03 | 2.34E+03 | 2.32E+03 | 2.34E+03 | 2.37E+03 | 2.34E+03 | 2.34E+03 | |
| Std | 1.24E−05 | 6.89E+01 | 6.02E+01 | 5.53E+01 | 1.93E+01 | 1.50E+01 | 6.49E+01 | 6.17E+01 | 6.81E+01 | 5.99E+00 | 1.16E+01 | 5.84E+01 | |
| Med | 2.20E+03 | 2.32E+03 | 2.30E+03 | 2.31E+03 | 2.34E+03 | 2.34E+03 | 2.33E+03 | 2.32E+03 | 2.34E+03 | 2.36E+03 | 2.32E+03 | 2.33E+03 | |
| Rank | 1 | 5 | 7 | 2 | 11 | 10 | 4 | 3 | 6 | 12 | 9 | 8 | |
| C17-F22 | Mean | 2.30E+03 | 2.31E+03 | 2.96E+03 | 2.31E+03 | 2.39E+03 | 2.32E+03 | 2.30E+03 | 2.31E+03 | 2.32E+03 | 2.30E+03 | 2.31E+03 | 2.32E+03 |
| Best | 2.30E+03 | 2.30E+03 | 2.76E+03 | 2.30E+03 | 2.31E+03 | 2.31E+03 | 2.30E+03 | 2.30E+03 | 2.32E+03 | 2.30E+03 | 2.30E+03 | 2.32E+03 | |
| Worst | 2.30E+03 | 2.31E+03 | 3.25E+03 | 2.31E+03 | 2.47E+03 | 2.33E+03 | 2.30E+03 | 2.32E+03 | 2.33E+03 | 2.30E+03 | 2.35E+03 | 2.33E+03 | |
| Std | 4.86E−01 | 3.68E+00 | 2.15E+02 | 3.55E+00 | 9.17E+01 | 7.91E+00 | 9.78E−01 | 6.71E+00 | 7.38E+00 | 1.81E−01 | 2.38E+01 | 5.84E+00 | |
| Median | 2.30E+03 | 2.31E+03 | 2.92E+03 | 2.31E+03 | 2.39E+03 | 2.32E+03 | 2.30E+03 | 2.30E+03 | 2.33E+03 | 2.30E+03 | 2.30E+03 | 2.32E+03 | |
| Rank | 2 | 6 | 12 | 5 | 11 | 8 | 3 | 4 | 10 | 1 | 7 | 9 | |
| C17-F23 | Mean | 2.61E+03 | 2.67E+03 | 2.70E+03 | 2.65E+03 | 2.69E+03 | 2.66E+03 | 2.61E+03 | 2.62E+03 | 2.64E+03 | 2.73E+03 | 2.64E+03 | 2.66E+03 |
| Best | 2.61E+03 | 2.65E+03 | 2.67E+03 | 2.62E+03 | 2.67E+03 | 2.61E+03 | 2.61E+03 | 2.61E+03 | 2.62E+03 | 2.72E+03 | 2.61E+03 | 2.65E+03 | |
| Worst | 2.61E+03 | 2.69E+03 | 2.72E+03 | 2.67E+03 | 2.72E+03 | 2.69E+03 | 2.62E+03 | 2.64E+03 | 2.65E+03 | 2.75E+03 | 2.66E+03 | 2.68E+03 | |
| Std | 2.10E+00 | 1.90E+01 | 2.05E+01 | 2.11E+01 | 1.81E+01 | 3.45E+01 | 6.24E+00 | 1.63E+01 | 1.11E+01 | 1.00E+01 | 2.06E+01 | 1.47E+01 | |
| Med | 2.61E+03 | 2.67E+03 | 2.70E+03 | 2.65E+03 | 2.69E+03 | 2.66E+03 | 2.61E+03 | 2.62E+03 | 2.64E+03 | 2.73E+03 | 2.65E+03 | 2.66E+03 | |
| Rank | 1 | 9 | 11 | 6 | 10 | 7 | 2 | 3 | 4 | 12 | 5 | 8 | |
| C17-F24 | Mean | 2.50E+03 | 2.78E+03 | 2.89E+03 | 2.64E+03 | 2.82E+03 | 2.80E+03 | 2.75E+03 | 2.75E+03 | 2.77E+03 | 2.74E+03 | 2.78E+03 | 2.77E+03 |
| Best | 2.50E+03 | 2.76E+03 | 2.84E+03 | 2.50E+03 | 2.80E+03 | 2.75E+03 | 2.75E+03 | 2.74E+03 | 2.76E+03 | 2.50E+03 | 2.77E+03 | 2.77E+03 | |
| Worst | 2.50E+03 | 2.80E+03 | 2.93E+03 | 2.78E+03 | 2.85E+03 | 2.82E+03 | 2.76E+03 | 2.78E+03 | 2.77E+03 | 2.86E+03 | 2.78E+03 | 2.79E+03 | |
| Std | 4.88E−05 | 1.46E+01 | 3.77E+01 | 1.66E+02 | 2.29E+01 | 3.01E+01 | 4.03E+00 | 2.06E+01 | 5.94E+00 | 1.66E+02 | 3.92E+00 | 1.05E+01 | |
| Median | 2.50E+03 | 2.77E+03 | 2.90E+03 | 2.64E+03 | 2.82E+03 | 2.81E+03 | 2.75E+03 | 2.74E+03 | 2.77E+03 | 2.80E+03 | 2.78E+03 | 2.77E+03 | |
| Rank | 1 | 8 | 12 | 2 | 11 | 10 | 5 | 4 | 6 | 3 | 9 | 7 | |
| C17-F25 | Mean | 2.90E+03 | 2.94E+03 | 3.38E+03 | 2.93E+03 | 3.13E+03 | 2.95E+03 | 2.90E+03 | 2.94E+03 | 2.93E+03 | 2.93E+03 | 2.93E+03 | 2.95E+03 |
| Best | 2.90E+03 | 2.90E+03 | 3.35E+03 | 2.90E+03 | 2.94E+03 | 2.95E+03 | 2.90E+03 | 2.92E+03 | 2.91E+03 | 2.90E+03 | 2.90E+03 | 2.95E+03 | |
| Worst | 2.90E+03 | 2.95E+03 | 3.46E+03 | 2.95E+03 | 3.50E+03 | 2.96E+03 | 2.90E+03 | 2.95E+03 | 2.95E+03 | 2.94E+03 | 2.95E+03 | 2.96E+03 | |
| Std | 3.10E−07 | 2.38E+01 | 5.00E+01 | 2.38E+01 | 2.59E+02 | 5.22E+00 | 2.51E−01 | 1.57E+01 | 1.63E+01 | 2.24E+01 | 2.41E+01 | 2.74E+00 | |
| Med | 2.90E+03 | 2.95E+03 | 3.36E+03 | 2.95E+03 | 3.03E+03 | 2.95E+03 | 2.90E+03 | 2.95E+03 | 2.93E+03 | 2.94E+03 | 2.95E+03 | 2.95E+03 | |
| Rank | 1 | 7 | 12 | 5 | 11 | 9 | 2 | 8 | 3 | 4 | 6 | 10 | |
| C17-F26 | Mean | 2.88E+03 | 2.97E+03 | 4.24E+03 | 3.26E+03 | 3.88E+03 | 3.26E+03 | 2.90E+03 | 2.96E+03 | 3.29E+03 | 4.13E+03 | 2.85E+03 | 3.02E+03 |
| Best | 2.80E+03 | 2.82E+03 | 3.82E+03 | 2.90E+03 | 2.91E+03 | 2.83E+03 | 2.90E+03 | 2.90E+03 | 2.99E+03 | 3.57E+03 | 2.60E+03 | 2.91E+03 | |
| Worst | 2.90E+03 | 3.14E+03 | 4.79E+03 | 3.96E+03 | 4.77E+03 | 3.97E+03 | 2.90E+03 | 2.98E+03 | 4.17E+03 | 4.43E+03 | 3.02E+03 | 3.13E+03 | |
| Std | 5.10E+01 | 1.84E+02 | 4.62E+02 | 4.81E+02 | 7.79E+02 | 5.06E+02 | 4.02E−02 | 3.84E+01 | 5.98E+02 | 3.89E+02 | 1.98E+02 | 1.01E+02 | |
| Median | 2.90E+03 | 2.97E+03 | 4.17E+03 | 3.10E+03 | 3.93E+03 | 3.12E+03 | 2.90E+03 | 2.97E+03 | 3.00E+03 | 4.25E+03 | 2.89E+03 | 3.03E+03 | |
| Rank | 2 | 5 | 12 | 8 | 10 | 7 | 3 | 4 | 9 | 11 | 1 | 6 | |
| C17-F27 | Mean | 3.09E+03 | 3.10E+03 | 3.17E+03 | 3.11E+03 | 3.17E+03 | 3.17E+03 | 3.09E+03 | 3.09E+03 | 3.11E+03 | 3.30E+03 | 3.12E+03 | 3.15E+03 |
| Best | 3.09E+03 | 3.10E+03 | 3.14E+03 | 3.10E+03 | 3.14E+03 | 3.13E+03 | 3.09E+03 | 3.09E+03 | 3.09E+03 | 3.22E+03 | 3.10E+03 | 3.13E+03 | |
| Worst | 3.09E+03 | 3.10E+03 | 3.23E+03 | 3.13E+03 | 3.20E+03 | 3.21E+03 | 3.10E+03 | 3.09E+03 | 3.15E+03 | 3.38E+03 | 3.14E+03 | 3.18E+03 | |
| Std | 2.28E−01 | 3.21E+00 | 4.20E+01 | 1.62E+01 | 3.29E+01 | 3.43E+01 | 3.14E+00 | 2.68E+00 | 3.02E+01 | 7.96E+01 | 1.92E+01 | 1.79E+01 | |
| Med | 3.09E+03 | 3.10E+03 | 3.17E+03 | 3.11E+03 | 3.17E+03 | 3.18E+03 | 3.09E+03 | 3.09E+03 | 3.10E+03 | 3.29E+03 | 3.11E+03 | 3.15E+03 | |
| Rank | 1 | 4 | 11 | 6 | 9 | 10 | 3 | 2 | 5 | 12 | 7 | 8 | |
| C17-F28 | Mean | 3.03E+03 | 3.33E+03 | 3.91E+03 | 3.31E+03 | 3.47E+03 | 3.31E+03 | 3.33E+03 | 3.24E+03 | 3.44E+03 | 3.47E+03 | 3.32E+03 | 3.20E+03 |
| Best | 2.80E+03 | 3.10E+03 | 3.87E+03 | 3.10E+03 | 3.40E+03 | 3.19E+03 | 3.15E+03 | 3.18E+03 | 3.23E+03 | 3.42E+03 | 3.18E+03 | 3.17E+03 | |
| Worst | 3.10E+03 | 3.41E+03 | 3.95E+03 | 3.44E+03 | 3.60E+03 | 3.41E+03 | 3.41E+03 | 3.40E+03 | 3.73E+03 | 3.52E+03 | 3.41E+03 | 3.21E+03 | |
| Std | 1.53E+02 | 1.59E+02 | 3.76E+01 | 1.54E+02 | 9.20E+01 | 1.23E+02 | 1.25E+02 | 1.07E+02 | 2.16E+02 | 4.14E+01 | 1.05E+02 | 2.22E+01 | |
| Median | 3.10E+03 | 3.41E+03 | 3.91E+03 | 3.34E+03 | 3.44E+03 | 3.32E+03 | 3.38E+03 | 3.20E+03 | 3.40E+03 | 3.47E+03 | 3.34E+03 | 3.20E+03 | |
| Rank | 1 | 8 | 12 | 4 | 11 | 5 | 7 | 3 | 9 | 10 | 6 | 2 | |
| C17-F29 | Mean | 3.14E+03 | 3.38E+03 | 3.34E+03 | 3.17E+03 | 3.31E+03 | 3.32E+03 | 3.23E+03 | 3.19E+03 | 3.23E+03 | 3.52E+03 | 3.29E+03 | 3.28E+03 |
| Best | 3.13E+03 | 3.30E+03 | 3.21E+03 | 3.15E+03 | 3.29E+03 | 3.26E+03 | 3.18E+03 | 3.17E+03 | 3.18E+03 | 3.33E+03 | 3.21E+03 | 3.22E+03 | |
| Worst | 3.15E+03 | 3.44E+03 | 3.46E+03 | 3.19E+03 | 3.34E+03 | 3.40E+03 | 3.30E+03 | 3.20E+03 | 3.32E+03 | 3.70E+03 | 3.34E+03 | 3.34E+03 | |
| Std | 8.71E+00 | 6.37E+01 | 1.17E+02 | 1.68E+01 | 2.48E+01 | 6.04E+01 | 5.29E+01 | 1.18E+01 | 6.16E+01 | 1.64E+02 | 6.07E+01 | 5.18E+01 | |
| Med | 3.15E+03 | 3.38E+03 | 3.35E+03 | 3.16E+03 | 3.31E+03 | 3.32E+03 | 3.22E+03 | 3.19E+03 | 3.22E+03 | 3.52E+03 | 3.30E+03 | 3.27E+03 | |
| Rank | 1 | 11 | 10 | 2 | 8 | 9 | 4 | 3 | 5 | 12 | 7 | 6 | |
| C17-F30 | Mean | 3.41E+03 | 5.29E+05 | 5.68E+06 | 5.60E+03 | 4.72E+06 | 3.20E+06 | 3.79E+05 | 8.36E+05 | 3.11E+04 | 1.81E+06 | 6.31E+05 | 2.25E+06 |
| Best | 3.40E+03 | 1.05E+04 | 9.84E+05 | 3.64E+03 | 2.49E+06 | 2.86E+04 | 1.47E+04 | 8.10E+03 | 2.12E+04 | 3.06E+05 | 3.87E+03 | 2.28E+05 | |
| Worst | 3.43E+03 | 1.20E+06 | 1.85E+07 | 1.10E+04 | 8.48E+06 | 6.05E+06 | 1.47E+06 | 1.70E+06 | 4.45E+04 | 5.57E+06 | 1.85E+06 | 4.21E+06 | |
| Std | 1.83E+01 | 5.90E+05 | 8.71E+06 | 3.70E+03 | 2.79E+06 | 2.95E+06 | 7.39E+05 | 9.73E+05 | 1.09E+04 | 2.57E+06 | 8.87E+05 | 2.04E+06 | |
| Median | 3.40E+03 | 4.52E+05 | 1.63E+06 | 3.87E+03 | 3.95E+06 | 3.37E+06 | 1.77E+04 | 8.19E+05 | 2.94E+04 | 6.93E+05 | 3.34E+05 | 2.29E+06 | |
| Rank | 1 | 5 | 12 | 2 | 11 | 10 | 4 | 7 | 3 | 8 | 6 | 9 | |
| Sum rank | 34 | 200 | 320 | 96 | 298 | 261 | 125 | 141 | 181 | 228 | 177 | 201 | |
| Mean rank | 1.1724 | 6.8965 | 11.0344 | 3.3103 | 10.2758 | 9 | 4.3103 | 4.8620 | 6.2413 | 7.8620 | 6.1034 | 6.9310 | |
| Total rank | 1 | 7 | 12 | 2 | 11 | 10 | 3 | 4 | 6 | 9 | 5 | 8 | |
| P-value | 6.882E−21 | 1.972E−21 | 1.289E−19 | 1.972E−21 | 1.972E−21 | 3.406E−20 | 3.881E−21 | 1.972E−21 | 1.803E−20 | 7.408E−20 | 1.972E−21 | ||