Research Article
Multispecies Coevolution Particle Swarm Optimization Based on Previous Search History
Table 1
Performance of all algorithms on 10D test functions
–
f10.
| Problem | MCPSO-PSH | NrGA | CMA-ES | PSO | DE |
| | Mean | | | 9.4574E − 05 | | | Std | | | 1.4783E − 05 | | | | Mean | 8.0378E − 33 | | | | | Std | 1.0378E − 30 | | | | | | Mean | 9.4931E − 38 | | | | | Std | 3.9093E − 41 | | | | | | Mean | 2.9043E − 73 | | | | | Std | 4.7898E − 99 | | | | | | Mean | 4.9550E − 64 | | | | | Std | 4.8414E − 89 | | | | | | Mean | 2.2137E − 14 | | | | | Std | 3.7890E − 17 | | | | | | Mean | 0 | 0 | | | | Std | 0 | 0 | | | | | Mean | −9.8452E − 01 | −9.8452E − 01 | | | | Std | 0 | 0 | | | | | Mean | 0 | 0 | 0 | | | Std | 0 | 0 | 0 | | | | Mean | 0 | 0 | 0 | | | Std | 0 | 0 | 0 | | |
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