考虑客户等级和时变路况的无人物流配送路径
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李家碧,韩曙光
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Unmanned logistics distribution route considering customer level and time-varying road conditions
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Jia-bi LI,Shu-guang HAN
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表 3 不同方法考虑客户满意度的优化结果 |
Tab.3 Optimization results of different methods considering customer satisfaction |
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测试算例 | GA-SA | | GA | | SA | GAP5/% | GAP6/% | GAP7/% | GAP8/% | ${U_1}$ | ${\bar U_1}$ | ${U_2}$ | ${\bar U_2}$ | ${U_3}$ | ${\bar U_3}$ | C1-25 | 0.925 | 0.846 | | 0.838 | 0.812 | | 0.680 | 0.588 | 10.38 | 4.13 | 36.03 | 43.88 | C1-50 | 0.982 | 0.898 | 0.888 | 0.864 | 0.610 | 0.540 | 10.59 | 3.95 | 60.98 | 66.29 | C1-100 | 0.803 | 0.768 | 0.774 | 0.725 | 0.692 | 0.632 | 3.74 | 5.93 | 16.04 | 21.52 | R1-25 | 0.847 | 0.819 | 0.824 | 0.728 | 0.685 | 0.598 | 2.79 | 12.41 | 45.84 | 57.02 | R1-50 | 0.991 | 0.908 | 0.904 | 0.857 | 0.708 | 0.575 | 9.62 | 5.94 | 41.24 | 71.30 | R1-100 | 0.784 | 0.706 | 0.729 | 0.657 | 0.654 | 0.619 | 7.54 | 7.46 | 19.88 | 14.05 | RC1-25 | 0.999 | 0.939 | 0.988 | 0.934 | 0.666 | 0.521 | 1.11 | 0.55 | 50.00 | 80.23 | RC1-50 | 1.000 | 0.985 | 0.981 | 0.947 | 0.679 | 0.583 | 1.94 | 4.05 | 47.28 | 68.95 | RC1-100 | 0.799 | 0.713 | 0.682 | 0.631 | 0.486 | 0.448 | 17.16 | 12.30 | 64.40 | 59.15 |
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