Research Article
Multiscale Cooperative Differential Evolution Algorithm
Table 10
Average CPU time for MCDE, JADE, jDE, SaDE, EPSDE, CoDE, and CoBiDE (D = 30).
| Function | JADE | jDE | SaDE | EPSDE | CoDE | CoBiDE | MCDE |
| F1 | 2.20 | 1.77 | 38.72 | 73.93 | 6.27 | 3.78 | 2.54 | F2 | 2.29 | 2.04 | 35.61 | 76.71 | 6.52 | 4.18 | 2.88 | F3 | 2.53 | 2.19 | 35.34 | 72.37 | 7.45 | 4.25 | 2.90 | F4 | 2.34 | 2.14 | 31.52 | 73.96 | 6.66 | 4.28 | 3.01 | F5 | 2.63 | 2.41 | 35.49 | 76.41 | 7.29 | 4.19 | 3.32 | F6 | 2.15 | 1.87 | 33.71 | 79.66 | 6.34 | 3.87 | 2.79 | F7 | 2.34 | 2.24 | 30.73 | 74.79 | 6.75 | 4.05 | 2.70 | F8 | 2.82 | 2.72 | 33.82 | 71.86 | 8.96 | 4.74 | 3.18 | F9 | 2.37 | 2.05 | 34.66 | 73.91 | 6.95 | 4.01 | 2.85 | F10 | 2.65 | 2.50 | 32.28 | 72.04 | 7.81 | 4.30 | 2.94 | F11 | 28.84 | 28.14 | 103.99 | 98.35 | 32.21 | 31.09 | 29.02 | F12 | 10.30 | 10.44 | 65.05 | 81.98 | 14.53 | 12.72 | 10.76 | F13 | 2.47 | 2.13 | 31.88 | 71.55 | 6.78 | 4.49 | 3.02 | F14 | 3.16 | 2.88 | 34.24 | 72.24 | 8.75 | 5.09 | 3.65 | F15 | 76.01 | 73.49 | 202.83 | 150.91 | 77.95 | 85.29 | 75.28 | F16 | 73.83 | 72.74 | 202.17 | 144.18 | 76.25 | 82.40 | 75.63 | F17 | 73.66 | 72.98 | 204.50 | 143.44 | 78.80 | 83.14 | 77.24 | F18 | 82.29 | 75.51 | 211.46 | 150.07 | 80.43 | 86.19 | 79.29 | F19 | 81.26 | 75.79 | 211.67 | 151.88 | 81.01 | 86.29 | 78.97 | F20 | 84.06 | 75.81 | 211.70 | 150.82 | 80.46 | 86.50 | 79.04 | F21 | 81.41 | 73.25 | 211.90 | 154.60 | 78.09 | 85.74 | 77.24 | F22 | 99.15 | 91.68 | 256.54 | 196.01 | 96.17 | 103.81 | 92.63 | F23 | 79.61 | 73.79 | 216.39 | 171.24 | 80.19 | 87.85 | 75.63 | F24 | 56.19 | 52.84 | 150.57 | 145.81 | 56.74 | 64.01 | 54.80 | F25 | 59.55 | 56.30 | 154.85 | 143.67 | 59.98 | 67.57 | 58.39 | Average AR | 0.93 | 0.85 | 6.99 | 13.41 | 1.71 | 1.27 | |
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