Research Article
Nondominated Sorting Differential Evolution Algorithm to Solve the Biobjective Multi-AGV Routing Problem in Hazardous Chemicals Warehouse
Table 14
Orthogonal experimental design table of the NSDE algorithm.
| Factors | Mutation coefficient | Crossover coefficient | Maximum iterations | Experimental result |
| Trail 1 | 0.1 | 0.1 | 50 | 100 | Trail 2 | 0.1 | 0.3 | 100 | 200 | Trail 3 | 0.1 | 0.5 | 150 | 300 | Trail 4 | 0.1 | 0.7 | 200 | 400 | Trail 5 | 0.1 | 0.9 | 250 | 500 | Trail 6 | 0.3 | 0.1 | 100 | 300 | Trail 7 | 0.3 | 0.3 | 150 | 400 | Trail 8 | 0.3 | 0.5 | 200 | 500 | Trail 9 | 0.3 | 0.7 | 250 | 100 | Trail 10 | 0.3 | 0.9 | 50 | 200 | Trail 11 | 0.5 | 0.1 | 150 | 500 | Trail 12 | 0.5 | 0.3 | 200 | 100 | Trail 13 | 0.5 | 0.5 | 250 | 200 | Trail 14 | 0.5 | 0.7 | 50 | 300 | Trail 15 | 0.5 | 0.9 | 100 | 400 | Trail 16 | 0.7 | 0.1 | 200 | 200 | Trail 17 | 0.7 | 0.3 | 250 | 300 | Trail 18 | 0.7 | 0.5 | 50 | 400 | Trail 19 | 0.7 | 0.7 | 100 | 500 | Trail 20 | 0.7 | 0.9 | 150 | 100 | Trail 21 | 0.9 | 0.1 | 250 | 400 | Trail 22 | 0.9 | 0.3 | 50 | 500 | Trail 23 | 0.9 | 0.5 | 100 | 100 | Trail 24 | 0.9 | 0.7 | 150 | 200 | Trail 25 | 0.9 | 0.9 | 200 | 300 |
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