Research Article

Deep-Mining Backtracking Search Optimization Algorithm Guided by Collective Wisdom

Table 13

Comparison of statistical results for the welded beam design problem.

MethodWorstMeanBestStdFEs

GA-DT1.9934081.7926541.7282267.47E − 0280000
MDE1.7248541.7248531.724852NA24000
CPSO1.7821431.7488311.7280241.29E − 0224000
HPSO1.81429517490401.7248524.00E − 0281000
DELC1.7248521.7248521.7248524.1E − 1320000
PSO-DE1.7248521.7248521.7248526.7E − 1666600
ABCNA1.7419131.7248523.1E − 0230000
MBA1.7248531.7248531.7248536.94E − 1947340
SSOC1.7993321.7464621.7248522.57E − 0225000
BSA-SAε1.7248521.7248521.7248528.11E − 1080000
BSA1.7248541.7248521.7248522.35E − 0745480
BSAISA1.7248541.7248521.7248522.96E − 0729000
MBSAgC3.1216741.7807251.7248522.765E − 0121640