Open Access
表3
中维优化问题计算结果对比
| 测试函数 | DE算法 | 基本PSO算法 | ASPSO算法 | |||||
| 均值 | 标准差 | 均值 | 标准差 | 均值 | 标准差 | |||
| Sphere | 4.27×10-3 | 6.58×10-3 | 2.12×10-13 | 6.91×10-13 | 8.97×10-8 | 4.91×10-17 | ||
| Schwefel | 132 544.01 | 8 833.384 6 | 385.783 7 | 263.321 4 | 0.036 105 | 0.078 582 | ||
| Elliptic | 3.864 7 | 0.592 78 | 2.02×10-9 | 7.01×10-9 | 0 | 0 | ||
| Rosenbrock | 1 442.369 1 | 253.937 8 | 82.345 5 | 39.048 4 | 10.655 5 | 20.687 5 | ||
| Ackley | 0.013 124 | 0.001 29 | 1.456 2 | 0.602 74 | 9.98×10-6 | 5.47×10-5 | ||
| Rastrigin | 282.983 | 13.205 8 | 107.687 5 | 30.037 5 | 2.06×10-6 | 8.43×10-6 | ||
| Griewank | 6.01×10-3 | 1.88×10-3 | 1.19×10-2 | 2.007 3 | 1.24×10-5 | 1.03×10-5 | ||
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