Open Access
表2
低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 | 7.79×10-12 | 2.91×10-12 | 1.52×10-40 | 4.11×10-40 | 0 | 0 | ||
| Schwefel | 2 288.15 | 3 100.639 2 | 1.564 5×10-3 | 1.99×10-3 | 0 | 0 | ||
| Elliptic | 1.27×10-8 | 4.11×10-9 | 2.93×10-37 | 6.31×10-37 | 0 | 0 | ||
| Rosenbrock | 65.731 3 | 22.993 6 | 30.081 5 | 24.882 5 | 3.219 4×10-2 | 4.264 9×10-2 | ||
| Ackley | 6.97×10-7 | 1.21×10-7 | 3.104 3×10-2 | 0.170 03 | 7.40×10-15 | 1.35×10-15 | ||
| Rastrigin | 59.726 5 | 4.713 2 | 38.604 4 | 10.556 8 | 0 | 0 | ||
| Griewank | 2.06×10-10 | 4.45×10-10 | 1.165×10-2 | 0.012 338 | 6.34×10-9 | 6.43×10-9 | ||
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