Research Article
Multispecies Coevolution Particle Swarm Optimization Based on Previous Search History
Table 3
Basic statistics of
–
CEC2005 benchmark test functions obtained by MCPSO-PSH, NrGA, CMA-ES, PSO, and DE.
| Problem | MCPSO-PSH | NrGA | CMA-ES | PSO | DE |
| | Mean | −4.5000E + 02 | −4.5000E + 02 | | | | Std | 0 | 0 | | | | | Mean | −4.5000E + 02 | | | | | Std | 0 | | | | | | Mean | −4.5000E + 02 | | | | | Std | 0 | | | | | | Mean | | 2.3818E + 02 | | | | Std | | 6.8326E + 00 | | | | | Mean | 2.3174E + 03 | | | | | Std | 5.0134E + 02 | | | | | | Mean | −4.5000E + 02 | | | | | Std | 0 | | | | | | Mean | −1.8000E + 02 | | | | −1.8000E + 02 | Std | 0 | | | | 0 | | Mean | −1.1997E + 02 | | | | | Std | 8.9147E − 03 | | | | | | Mean | −3.3000E + 02 | −3.300e + 02 | | | | Std | 0 | 0 | | | | | Mean | | −4.3933E + 02 | | | | Std | | 1.7580E + 01 | | | |
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