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.

ProblemMCPSO-PSHNrGACMA-ESPSODE

Mean−4.5000E + 02−4.5000E + 02
Std00
Mean−4.5000E + 02
Std0
Mean−4.5000E + 02
Std0
Mean2.3818E + 02
Std6.8326E + 00
Mean2.3174E + 03
Std5.0134E + 02
Mean−4.5000E + 02
Std0
Mean−1.8000E + 02−1.8000E + 02
Std00
Mean−1.1997E + 02
Std8.9147E − 03
Mean−3.3000E + 02−3.300e + 02
Std00
Mean−4.3933E + 02
Std1.7580E + 01