多约束人机协作U型拆卸线问题建模与优化
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陈海烨,张则强,梁巍,郭磊,段淇耀
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Modeling and optimization of human-robot collaborative U-shaped disassembly line problem with multi-constraint
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Haiye CHEN,Zeqiang ZHANG,Wei LIANG,Lei GUO,Qiyao DUAN
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| 表 4 利用4种算法求解P25问题的结果 |
| Tab.4 Result of four algorithms solving P25 problem |
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| IA | | NSGA-II | | f1 | f2 | f3 | | f1 | f2 | f3 | | 6 | $\underline{{\rm{67}}}$ | 355312 | | 6 | 48 | 355512 | | 6 | $\underline{{\rm{68}}}$ | 354760 | | 6 | $\underline{{\rm{83}}}$ | 355008 | | 6 | 115 | 353008 | | 6 | 100 | 354760 | | 6 | $\underline{{\rm{189}}}$ | 351200 | | 6 | 101 | 353328 | | 6 | 222 | 350120 | | 6 | $\underline{{\rm{157}}}$ | 351728 | | 6 | 261 | 349568 | | 6 | $\underline{{\rm{173}}}$ | 351200 | | 7 | 1130 | 315008 | | 7 | 1075 | 317368 | | $\underline 7$ | 1186 | 314480 | | $\underline 7$ | 1263 | 315560 | | 7 | 1253 | 313928 | | $\underline 7$ | 1355 | 313928 | | $\underline 7$ | 1374 | 313200 | | $\underline 7$ | 1546 | 313200 | | | | | | | | | SA | | IHCSSA | | f1 | f2 | f3 | | f1 | f2 | f3 | | 6 | $\underline{{\rm{66}}}$ | 406928 | | 6 | 2 | 359368 | | 6 | $\underline{{\rm{89}}}$ | 405848 | | 6 | 7 | 358768 | | 6 | 105 | 353328 | | 6 | 10 | 358216 | | 6 | 135 | 353008 | | 6 | 59 | 355008 | | 6 | 142 | 352280 | | 6 | 151 | 351728 | | $\underline 7$ | $\underline{{\rm{828}}}$ | 319728 | | 6 | 163 | 351200 | | 7 | 843 | 319176 | | 7 | 764 | 319728 | | 7 | 1134 | 315008 | | 7 | 1170 | 314480 | | 7 | 1277 | 313928 | | 7 | 1318 | 313200 | | $\underline 7$ | 1390 | 313200 | | 7 | 1321 | 312824 |
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