Open Access
表4
高维优化问题计算效果对比
| 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 | 32.060 8 | 2.963 1 | 0.015 059 | 0.042 626 | 1.40×10-5 | 7.02×10-5 | ||
| Schwefel | 368 656.08 | 30 912.335 | 7 254.025 9 | 2 231.435 | 7.565 9 | 14.984 6 | ||
| Elliptic | 18 683.689 | 1 925.892 3 | 202.486 8 | 760.372 9 | 4.29×10-4 | 2.02×10-3 | ||
| Rosenbrock | 2 436 751.7 | 432 694.94 | 472.273 2 | 535.462 6 | 13.554 9 | 23.762 2 | ||
| Ackley | 2.358 8 | 0.103 1 | 2.587 5 | 0.529 53 | 1.52×10-4 | 5.44×10-4 | ||
| Rastrigin | 691.203 1 | 20.463 7 | 180.055 8 | 29.796 1 | 1.53×10-4 | 2.52×10-4 | ||
| Griewank | 1.275 4 | 0.033 412 | 0.092 413 | 0.118 71 | 8.28×10-3 | 0.033 773 | ||
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