Research Article
Differential Evolution Algorithm with Self-Adaptive Population Resizing Mechanism
Table 5
Experiment results of convergence speed and success rate.
| | | SapsDE | Sr | JADE | Sr | DE | Sr | DE | Sr | SaDE | Sr | | | NFE | NFE | NFE | NFE | NFE |
| | | | | | | | | | | | | | 99641 | 96.67% | 131700 | 93.33% | — | 0% | — | 0% | — | 0% | | | 42162 | 100% | 73600 | 100% | 256200 | 100% | 143700 | 100% | 66250 | 86.70% | | | 98897 | 100% | 103800 | 100% | — | 0% | — | 0% | — | 0% | | | 83882 | 100% | 171200 | 100% | — | 0% | 138700 | 100% | 83800 | 86.70% |
| | | | | | | | | | | | | | 174475 | 100% | 267000 | 87% | — | 0% | — | 0% | — | 0% | | | 57610 | 100% | 91800 | 100% | — | 0% | 206800 | 100% | 348200 | 10% | | | 232765 | 100% | 275400 | 100% | — | 0% | — | 0% | — | 0% | | | 131032 | 100% | 281700 | 100% | — | 0% | 217400 | 100% | 149100 | 6.67% |
| | | | | | | | | | | | | 629805 | 93.30% | 802900 | 70% | — | 0% | — | 0% | — | 0% | | | 765400 | 3.33% | — | 0% | — | 0% | 543700 | 13.30% | — | 0% | | | 946216 | 76.70% | 977200 | 83.30% | — | 0% | — | 0% | — | 0% | | | 209975 | 100% | 424600 | 100% | — | 0% | 382200 | 100% | — | 0% |
|
|
