Research Article

Cloud Particles Differential Evolution Algorithm: A Novel Optimization Method for Global Numerical Optimization

Table 5

The mean solutions, standard deviation, maximum, and minimum of the 30 trials obtained by various methods for 500-dimensional functions.

DECMAESJADEjDEPSOcfPSOwFIPSUPSOABCCPDE

 SD
 Max
 Min
 SD
 Max
 Min
 SD
 Max
 Min
(≈)
 SD
 Max
 Min
(≈)
 SD
 Max
 Min
 SD
 Max
 Min
 SD
 Max
 Min
 SD
 Max
 Min
(≈)(≈)
 SD
 Max
 Min
(≈)(≈)(≈)(≈)
 SD
 Max
 Min

General merit over contender 7 8741010 9 7