Research Article

Biogeography-Based Optimization with Orthogonal Crossover

Table 5

Comparison of DE/BBO and OXBBO with differential dimensions.

DE/BBOOXBBODE/BBOOXBBO
Mean (Std)SRMean (Std)SRMean (Std)SRMean (Std)SR

Dim = 10Dim = 50

100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 0 0
100% 100% 6% 0
0 0 0 0
100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 98% 100%
100% 100% 100% 96%
100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 100% 100%

Dim = 100Dim = 200

100% 100% 100% 100%
100% 100% 100% 100%
0 0 0 0
0 0 0 0
0 0 0 0
100% 100% 100% 76%
98% 100% 0 100%
94% 100% 46% 100%
46% 0 0 0
100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 100% 100%
100% 100% 100% 100%