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 4 3批次下3种算法结果

Tab.4 Results with three algorithms under three batches

批次 指标 NSGA-Ⅱ MOPSO INSGA-Ⅱ ${Z_1}$/m ${Z_2}$/s ${Z_1}$/m ${Z_2}$/s ${Z_1}$/m ${Z_2}$/s 1 均值 643.20 5398.25 736.60 6364.95 540.30 4296.25 标准差 22.82 393.61 33.69 510.23 11.50 177.07 标准误差 7.21 124.47 10.65 161.35 3.64 55.99 2 均值 428.20 2126.75 432.10 2201.15 348.30 1562.90 标准差 15.92 162.20 15.56 154.41 9.04 81.68 标准误差 5.03 51.29 4.92 48.83 2.86 25.83 3 均值 265.10 867.10 273.00 828.45 233.60 605.55 标准差 11.73 77.76 11.64 47.99 9.74 32.81 标准误差 3.71 24.59 3.68 15.18 3.08 10.37