Table 3 Result of the algorithms in the functions in CEC2017 as D = 30.
| Â | PSO (means/STD) | JADE | APSM-jSO | COBiDE | SNDE | DEwDVR | LCTADE | CC-LCTADE |
|---|---|---|---|---|---|---|---|---|
1 | 1.81E+03/1.50E+02 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 |
2 | 3.00E+09/8.09E+10 | - -/- - | - -/- - | - -/- - | - -/- - | - -/- - | - -/- - | - -/- - |
3 | 3.42E-08/1.80E-07 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 7.86E-05/2.46E-04 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 |
4 | 6.73E+01/6.17E+01 | 5.73E+01/3.57E+01 | 5.75E+01/8.25E+00 | 4.90E+01/2.26E+01 | 0.00E+00/0.00E+00 | 5.62E+01/1.44E+01 | 7.40E+01/1.00E+01 | 7.06E+01/1.03E+01 |
5 | 9.22E+01/9.98E+00 | 5.45E+01/7.92E+00 | 1.74E+01/2.73E+00 | 4.16E+01/1.01E+01 | 1.26E+01/2.09E+00 | 4.00E+01/1.67E+01 | 8.46E+00/1.53E+00 | 9.78E+00/1.59E+00 |
6 | 9.87E-08/6.15E-08 | 8.44E-08/3.85E-08 | 3.62E-08/1.56E-07 | 2.32E-08/3.32E-08 | 1.18E-08/5.25E-08 | 1.34E-07/3.31E-07 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 |
7 | 8.17E+01/6.51E+00 | 7.67E+01/5.91E+00 | 4.77E+01/2.68E+00 | 7.08E+01/1.10E+01 | 4.33E+01/1.96E+00 | 8.11E+01/1.91E+01 | 4.04E+01/1.54E+01 | 4.00E+01/1.48E+00 |
8 | 5.66E+01/6.17E+00 | 4.96E+01/5.77E+00 | 1.82E+01/2.81E+00 | 4.49E+01/1.16E+01 | 1.36E+01/1.89E+00 | 4.23E+01/1.77E+01 | 8.61E+00/1.59E+00 | 9.92E+00/1.30E+00 |
9 | 2.16E+02/6.84E+01 | 1.26E+02/6.04E+01 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 | 0.00E+00/0.00E+00 |
10 | 2.84E+03/2.67E+02 | 2.14E+03/2.00E+02 | 1.75E+03/2.18E+02 | 2.34E+03/4.34E+02 | 2.32E+03/5.81E+02 | 3.38E+03/9.01E+02 | 2.30E+03/2.62E+02 | 2.26E+03/2.18E+02 |
11 | 2.53E+02/7.32E+01 | 1.73E+02/6.82E+01 | 3.48E+01/2.91E+01 | 3.49E+01/2.22E+01 | 3.71E+02/5.40E+01 | 2.21E+01/2.20E+01 | 3.26E+01/2.65E+01 | 3.01E+01/2.48E+01 |
12 | 1.87E+06/4.12E+05 | 1.06E+06/3.94E+05 | 2.08E+03/2.52E+03 | 5.98E+03/7.37E+03 | 4.26E+03/5.51E+03 | 4.05E+03/5.15E+03 | 4.93E+02/1.86E+02 | 4.21E+02/2.25E+02 |
13 | 1.99E+05/6.98E+04 | 1.78E+05/6.38E+04 | 1.66E+02/1.65E+02 | 2.30E+01/9.03E+00 | 6.26E+01/7.08E+01 | 3.59E+01/1.70E+01 | 2.69E+01/1.17E+01 | 2.57E+01/8.09E+00 |
14 | 8.18E+04/5.11E+04 | 7.79E+04/4.71E+04 | 3.51E+01/8.21E+00 | 1.92E+01/1.18E+01 | 2.60E+01/8.33E+00 | 3.01E+01/1.35E+01 | 2.34E+01/2.00E+00 | 2.37E+01/1.56E+00 |
15 | 3.45E+04/2.32E+04 | 3.20E+04/1.90E+04 | 3.57E+01/2.65E+01 | 8.84E+00/3.92E+00 | 1.83E+00/1.08E+00 | 7.00E+00/4.00E+00 | 9.78E+00/2.24E+00 | 9.00E+00/2.02E+00 |
16 | 6.65E+02/1.98E+02 | 6.19E+02/1.23E+02 | 2.20E+02/1.04E+02 | 4.97E+02/2.08E+02 | 9.48E+02/3.37E+02 | 8.85E+02/3.23E+02 | 2.44E+02/1.14E+02 | 3.17E+02/9.97E+01 |
17 | 1.84E+02/4.34E+01 | 1.28E+02/4.18E+01 | 4.55E+01/1.10E+01 | 1.14E+02/8.93E+01 | 4.24E+01/8.35E+01 | 2.18E+02/1.36E+02 | 5.53E+01/8.70E+00 | 5.46E+01/8.80E+00 |
18 | 3.84E+05/2.02E+05 | 2.64E+05/1.20E+05 | 1.44E+02/7.57E+01 | 2.33E+01/5.18E+00 | 3.11E+01/3.71E+01 | 2.31E+02/6.67E+00 | 2.30E+01/1.44E+00 | 2.31E+01/1.53E+00 |
19 | 3.25E+04/2.06E+04 | 2.64E+04/1.35E+04 | 1.99E+01/1.09E+01 | 5.53E+00/1.97E+00 | 9.44E+00/5.37E+00 | 5.65E+00/2.62E+00 | 8.86E+00/1.89E+00 | 8.57E+00/2.06E+00 |
20 | 2.15E+02/5.98E+01 | 1.69E+02/5.19E+01 | 6.81E+01/4.66E+01 | 9.18E+01/8.37E+01 | 1.32E+02/8.71E+01 | 1.52E+02/1.15E+02 | 9.03E+01/3.57E+01 | 8.40E+01/3.53E+01 |
21 | 2.44E+02/4.81E+01 | 2.23E+02/4.33E+01 | 2.19E+02/3.15E+00 | 2.42E+02/1.08E+01 | 2.14E+02/2.41E+00 | 2.41E+02/1.93E+01 | 2.10E+02/1.73E+00 | 2.10E+02/1.31E+00 |
22 | 1.65E+02/3.16E+00 | 1.22E+02/1.92E+00 | 1.00E+02/0.00E+00 | 1.36E+03/1.40E+03 | 1.00E+02/0.00E+00 | 1.56E+03/1.91E+03 | 1.00E+02/0.00E+00 | 1.00E+02/0.00E+00 |
23 | 4.02E+02/1.05E+01 | 4.02E+02/7.55E+00 | 3.69E+02/3.91E+00 | 3.93E+02/1.40E+01 | 3.72E+02/9.93E+00 | 3.95E+02/1.57E+01 | 3.54E+02/2.77E+00 | 3.54E+02/3.41E+00 |
24 | 4.99E+02/4.75E+01 | 4.96E+02/2.75E+01 | 4.41E+02/3.72E+00 | 4.63E+02/1.38E+01 | 4.44E+02/1.59E+01 | 4.66E+02/1.88E+01 | 4.30E+02/1.70E+00 | 4.30E+02/1.84E+00 |
25 | 3.91E+02/6.39E+00 | 3.87E+02/5.79E-01 | 3.87E+02/2.26E-01 | 3.87E+02/4.76E-02 | 4.79E+02/2.37E+01 | 3.87E+02/3.78E-02 | 3.87E+02/1.96E-02 | 3.86E+02/1.77E-02 |
26 | 1.28E+03/5.43E+02 | 1.03E+03/4.36E+02 | 1.12E+03/4.77E+01 | 1.48E+03/1.45E+02 | 1.37E+03/4.89E+02 | 1.34E+03/1.66E+02 | 1.03E+03/3.74E+01 | 1.02E+03/3.78E+01 |
27 | 5.65E+02/5.87E+00 | 5.09E+02/3.52E+00 | 5.09E+02/7.63E+00 | 4.97E+02/7.48E+00 | 1.41E+03/1.57E+02 | 4.97E+02/1.01E+00 | 5.14E+02/1.11E+01 | 4.98E+02/6.47E+00 |
28 | 4.86E+02/4.43E+01 | 4.31E+02/4.84E+00 | 3.40E+02/6.20E+01 | 3.23E+02/4.42E+01 | 1.14E+03/3.04E+02 | 3.33E+02/5.46E+01 | 3.69E+02/4.46E+01 | 3.47E+02/5.13E+01 |
29 | 5.75E+02/8.79E+01 | 5.29E+02/5.12E+01 | 4.61E+02/2.72E+01 | 4.89E+02/8.60E+01 | 1.51E+03/3.55E+02 | 4.83E+02/7.57E+01 | 4.59E+02/1.51E+01 | 4.50E+02/1.74E+01 |
30 | 3.89E+04/6.43E+03 | 1.96E+04/5.85E+03 | 2.17E+03/1.66E+02 | 2.05E+03/7.80E+01 | 2.01E+03/6.65E+01 | 2.01E+03/6.63E+02 | 1.98E+03/4.90E+01 | 1.97E+03/3.69E+01 |
Nob | 0 | 2 | 8 | 8 | 8 | 5 | 17 | 24 |
