Estimation of Distribution Algorithm Using Correlation between Binary Elements: A New Binary-Code Metaheuristic

Table 2

Objective values obtained.

CEC2015		MHs	UMDA	BPSO	GA	PBIL	BSA	EDACE
Unimodal functions		Mean
		STD
		Min.
		Mean
		STD
		Min
Simple multimodal functions		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
Hybrid functions		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
Composition functions		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min
		Mean
		STD
		Min							—	—	—

reported in [53] with 1,000,000 function evaluations and 50 binary lengths for each design variable.