Research Article
Research on Economic Optimization of Microgrid Cluster Based on Chaos Sparrow Search Algorithm
Table 3
Comparison results on test functions.
| F | Statistics | GA | PSO | CPSO | SSA | ISSA |
| F1 | Ave | 1.5885e + 04 | 0.0557 | 6.3925e − 40 | 6.9803e − 134 | 0 | Std | 3.5365e + 03 | 0.2323 | 1.0020e − 39 | 4.9358e − 133 | 0 | F2 | Ave | 50.2661 | 7.2639 | 2.3988e − 20 | 3.5405e − 71 | 1.0603e − 219 | Std | 8.8456 | 5.1873 | 1.5270e − 20 | 2.5035e − 70 | 0 | F3 | Ave | 3.1834e + 04 | 1.8163e + 03 | 22.9941 | 4.3294e − 107 | 0 | Std | 9.0644e + 03 | 1.4864e + 03 | 81.9827 | 2.3121e − 106 | 0 | F4 | Ave | 53.4554 | 11.8072 | 11.4627 | 4.0192e − 76 | 6.4391e − 208 | Std | 5.7831 | 3.7901 | 3.3974 | 2.8420e − 75 | 0 | F5 | Ave | 2.0631e + 07 | 114.0382 | 1.7179e + 03 | 0 | 0 | Std | 8.4778e + 06 | 202.1385 | 1.1891 | 0 | 0 | F6 | Ave | 1.6195e + 04 | 0.0209 | 5.7585e − 22 | 0 | 0 | Std | 4.4542e + 03 | 0.1128 | 1.6550e − 21 | 0 | 0 | F7 | Ave | 8.7427 | 0.1611 | 9.4820e − 68 | 1.4052e − 258 | 0 | Std | 4.5183 | 0.6440 | 5.2353e − 67 | 0 | 0 | F8 | Ave | 210.7998 | 76.9175 | 77.3060 | 0 | 0 | Std | 28.4726 | 23.9501 | 24.3339 | 0 | 0 | F9 | Ave | 17.0921 | 6.5281 | 2.1541e − 10 | 8.8818e − 16 | 8.8818e − 16 | Std | 0.7411 | 1.3035 | 9.4122e − 20 | 0 | 0 | F10 | Ave | 151.2605 | 0.0943 | 0.0043 | 0 | 0 | Std | 33.9782 | 0.0976 | 0.0069 | 0 | 0 | F11 | Ave | 1.4287e + 07 | 5.5806 | 1.4205e − 31 | 1.5705e − 32 | 1.5705e − 32 | Std | 1.0079e + 07 | 3.6888 | 1.2059e − 31 | 5.5294e − 48 | 5.5294e − 48 | F12 | Ave | 5.6904e + 07 | 25.0058 | 3.9269e − 31 | 1.3498e − 32 | 1.3498e − 32 | Std | 3.0359e + 07 | 10.7048 | 5.9462e − 31 | 1.1059e − 47 | 1.1059e − 47 |
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