Research Article
A Dynamic Adaptive Weighted Differential Evolutionary Algorithm
Table 2
Test function optimization results of 30 dimensions and 50 dimensions.
| | Algorithm | 30 dimensions | 50 dimensions | | Best | Mean | Std | Best | Mean | Std |
| | DE | 5.34E-29 | 8.37 E+02 | 5.30 E+03 | 3.73E-13 | 2.08E-03 | 1.09 E+04 | | SaDE | 5.01E-28 | 8.90 E+02 | 5.05 E+03 | 1.28E-14 | 3.13 E+03 | 1.41 E+04 | | JDE | 1.34E-39 | 4.67 E+02 | 3.38 E+03 | 1.70E-26 | 1.61 E+03 | 8.88 E+03 | | JADE | 1.62×E-04 | 9.34×E-03 | 8.86×E-03 | 1.94×E-01 | 9.68 E+08 | 8.20 E+10 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 4.94E-16 | 9.68 E+08 | 8.20 E+10 | 4.69E-09 | 1.27 E+20 | 1.19 E+22 | | SaDE | 6.99E-17 | 1.99 E+08 | 4.78 E+09 | 1.96E-09 | 7.31 E+17 | 2.26 E+19 | | JDE | 1.55E-24 | 2.53 E+05 | 1.08 E+07 | 1.22E-16 | 2.79 E+17 | 1.24 E+19 | | JADE | 6.02E-03 | 2.69E-02 | 1.51E-02 | 7.10E-01 | 1.54 | 6.23E-01 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 4.70E-05 | 2.66E-01 | 1.02 E+02 | 7.54E-01 | 1.30 E+02 | 3.08 E+02 | | SaDE | 1.34 E+02 | 2.28 E+02 | 1.17 E+02 | 1.12 E+03 | 1.14 E+03 | 1.17 E+02 | | JDE | 3.61E-03 | 21.96 | 78.85 | 1.66 | 1.02 E+02 | 2.62 E+02 | | JADE | 1.68 E+02 | 2.49 E+02 | 31.64 | 5.12 E+02 | 7.77 E+02 | 1.01 E+02 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 7.99E-15 | 1.16 | 3.65 | 1.15E-14 | 1.19 | 3.67 | | SaDE | 1.42E-14 | 1.14 | 3.63 | 1.95E-08 | 2.14 | 4.92 | | JDE | 7.99E-15 | 0.91 | 3.18 | 2.22E-14 | 1.27 | 3.8 | | JADE | 7.12E-05 | 78.42E-01 | 1.11E-03 | 4.36E-03 | 1.04 | 0.79 | | DAWDE | 8.88E-16 | 8.88E-16 | 0 | 8.88E-16 | 8.88E-16 | 0 |
| | DE | 0 | 7.52 | 46.54 | 2.41E-13 | 19 | 97.45 | | SaDE | 0 | 8.2 | 47.04 | 1.55E-14 | 26.69 | 1.15 E+02 | | JDE | 0 | 4.91 | 31.05 | 0 | 9.96 | 58.53 | | JADE | 5.03 E+02 | 2.52 E+03 | 5.56 E+02 | 8.98 E+02 | 4.19 E+03 | 9.60 E+02 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 12.6 | 1.55 E+02 | 65.38 | 30.94 | 3.04 E+02 | 1.20 E+02 | | SaDE | 20.97 | 68.1 | 58.01 | 1.40 E+02 | 2.26 E+02 | 95.21 | | JDE | 0 | 27.37 | 61.39 | 1.40E-09 | 78.14 | 1.24 E+02 | | JADE | 5.11 E+02 | 1.95 E+03 | 9.81 E+02 | 1.21 E+02 | 1.43 E+03 | 1.03 E+03 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 20.04 | 2.37 E+04 | 2.07 E+05 | 44.01 | 6.51 E+04 | 4.65 E+05 | | SaDE | 25.26 | 1.99 E+04 | 1.47 E+05 | 45.59 | 1.21 E+05 | 6.48 E+05 | | JDE | 17.92 | 7.02 E+03 | 7.08 E+04 | 27.73 | 3.78 E+04 | 2.67 E+05 | | JADE | 2.54 | 11.71 | 5.89 | 55.52 | 1.18 E+02 | 31.44 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
| | DE | 10.47 | 12.04 | 0.5 | 19.52 | 21.72 | 0.6 | | SaDE | 6.32 | 8.42 | 1.63 | 16.17 | 18.21 | 1.57 | | JDE | 1.07 | 3.88 | 3.38 | 3.29 | 9.6 | 5.48 | | JADE | 0.15 | 0.48 | 0.14 | 1.87 | 2.93 | 0.35 | | DAWDE | 0 | 0 | 0 | 0 | 0 | 0 |
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