Research Article
Sufficient Conditions for Global Convergence of Differential Evolution Algorithm
Table 3
Statistical analysis of Tables
1 and
2.
| Function | Deceptive function | Rastrigin function | Algorithm | RTs | CTs | ConRa | RTs | CTs | ConRa |
| DE/best/1 | 50 | 8 | 16% | 50 | 27 | 54% | CDE-um/best/1 | 50 | 50 | 100% | 50 | 50 | 100% |
| DE/rand/1 | 50 | 28 | 56% | 50 | 45 | 90% | CDE-um/rand/1 | 50 | 50 | 100% | 50 | 50 | 100% |
| DE/cur-to-best/1 | 50 | 17 | 34% | 50 | 49 | 98% | CDE-um/cur-to-best/1 | 50 | 50 | 100% | 50 | 50 | 100% |
| DE/best/2 | 50 | 29 | 58% | 50 | 47 | 94% | CDE-um/best/2 | 50 | 50 | 100% | 50 | 50 | 100% |
| DE/rand/2 | 50 | 37 | 74% | 50 | 49 | 98% | CDE-um/rand/2 | 50 | 50 | 100% | 50 | 50 | 100% |
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“RTs” denotes runing times. “CTs” denotes convergence times. “ConRa” denotes convergence ratio.
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