Research Article
Parameter Selection for Ant Colony Algorithm Based on Bacterial Foraging Algorithm
Table 3
Test results of GA, PSO, and BFA.
| ā | Map 1 | Map 2 | Map 3 | Map 4 | Map 5 | Map 6 |
| GA | Maximum distance | 82.6690 | 80.6690 | 90.0833 | 85.4975 | 56.5269 | 169.9239 | Minimum distance | 28.6274 | 28.6274 | 28.6427 | 28.6427 | 22.3848 | 72.6690 | Average distance | 34.9960 | 34.7249 | 36.0491 | 35.4845 | 24.8728 | 101.5615 | Standard deviation | 2.1426 | 2.1856 | 3.1071 | 2.3975 | 1.4661 | 3.0223 | PSO | Maximum distance | 45.4558 | 47.1127 | 41.1127 | 43.7990 | 28.7279 | 191.5807 | Minimum distance | 28.0416 | 28.0416 | 28.0416 | 28.6427 | 22.3848 | 74.4264 | Average distance | 32.2744 | 31.4533 | 33.2238 | 32.7348 | 24.2252 | 100.0113 | Standard deviation | 0.4886 | 0.5327 | 0.3746 | 0.5969 | 0.1976 | 6.2984 | BFA | Maximum distance | 39.7990 | 38.8701 | 39.4558 | 39.7990 | 29.2132 | 119.3970 | Minimum distance | 28.0416 | 28.0416 | 28.0416 | 28.0416 | 22.3848 | 69.0122 | Average distance | 30.9162 | 31.2931 | 31.5497 | 31.6602 | 23.3873 | 88.9554 | Standard deviation | 0.7087 | 0.6806 | 0.5672 | 0.6367 | 0.7376 | 2.7994 |
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