基于改进NSGA-Ⅱ的多目标车间物料配送方法

詹燕,陈洁雅,江伟光,鲁建厦,汤洪涛,宋新禹,许丽丽,刘赛淼

Multi-objective workshop material distribution method based on improved NSGA-Ⅱ

Yan ZHAN,Jieya CHEN,Weiguang JIANG,Jiansha LU,Hongtao TANG,Xinyu SONG,Lili XU,Saimiao LIU

表 2 不同基准函数下3种算法的求解时间

Tab.2 Solve time with three algorithms under different types of benchmark functions

指标 t1/s t2/s t3/s t4/s NSGA-Ⅱ MOPSO INSGA-Ⅱ NSGA-Ⅱ MOPSO INSGA-Ⅱ NSGA-Ⅱ MOPSO INSGA-Ⅱ NSGA-Ⅱ MOPSO INSGA-Ⅱ 均值 17.11 14.05 8.96 17.31 15.60 4.07 11.41 12.32 6.29 15.52 10.87 3.54 标准差 1.13 0.77 0.56 4.53 1.23 0.10 0.48 0.70 0.09 1.68 0.54 0.09 标准误差 0.36 0.24 0.18 1.43 0.39 0.03 0.15 0.22 0.03 0.53 0.17 0.03