Research Article
Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights
Table 6
Production planning set corresponding to completely nondominating solutions obtained by NSGA-II.
| Number | Type of modules | Company A | Cloud manufacturer | Cost | Delivery time | Product quality (%) | 1 | 2 | 3 | 4 | 5 |
| Scheme 1 | Module 1 | 251 | 1570 | — | 715 | 256 | 208 | 13581 | 58053 | 87.14 | Module 2 | — | 17 | 926 | 1150 | 549 | 858 | Module 3 | 285 | 908 | 1892 | 172 | — | 773 |
| Scheme 2 | Module 1 | 254 | 1571 | — | 715 | 255 | 205 | 14155 | 55959 | 89.06 | Module 2 | — | 17 | 926 | 1453 | 169 | 935 | Module 3 | 1908 | 16 | 1863 | 174 | — | 39 |
| Scheme 3 | Module 1 | 254 | 21 | — | 715 | 2556 | 1754 | 13453 | 62239 | 85.98 | Module 2 | — | 17 | 926 | 1455 | 170 | 932 | Module 3 | 285 | 907 | 1863 | 172 | — | 773 |
| Scheme 4 | Module 1 | 254 | 1571 | — | 715 | 256 | 204 | 14265 | 61662 | 90.38 | Module 2 | — | 1852 | 258 | 1150 | 170 | 70 | Module 3 | 1908 | 16 | 1863 | 175 | — | 38 |
| Scheme 5 | Module 1 | 254 | 1570 | — | 715 | 256 | 205 | 13915 | 59417 | 87.71 | Module 2 | — | 773 | 328 | 1454 | 169 | 776 | Module 3 | 285 | 907 | 1863 | 172 | — | 773 |
| Scheme 6 | Module 1 | 19 | 21 | — | 715 | 735 | 1510 | 14038 | 67404 | 88.90 | Module 2 | — | 1852 | 328 | 1150 | 170 | — | Module 3 | 1908 | 16 | 1863 | 172 | — | 41 |
| Scheme 7 | Module 1 | 251 | 1570 | 0 | 716 | 256 | 207 | 13751 | 60622 | 87.88 | Module 2 | — | 773 | 928 | 1453 | 169 | 177 | Module 3 | 285 | 907 | 1863 | 172 | — | 773 |
| Scheme 8 | Module 1 | 19 | 21 | 0 | 715 | 255 | 1990 | 13523 | 68547 | 87.10 | Module 2 | — | 1852 | 328 | 1150 | 170 | — | Module 3 | 285 | 907 | 1862 | 174 | — | 772 |
| Scheme 9 | Module 1 | 254 | 1570 | — | 715 | 256 | 205 | 13846 | 60305 | 87.65 | Module 2 | — | 773 | 925 | 1150 | 169 | 483 | Module 3 | 286 | 907 | 1863 | 173 | — | 771 |
| Scheme 10 | Module 1 | 254 | 1571 | — | 716 | 256 | 203 | 14246 | 61801 | 90.41 | Module 2 | — | 1852 | 328 | 1150 | 170 | — | Module 3 | 1909 | 18 | 1863 | 175 | — | 35 |
| Scheme 11 | Module 1 | 254 | 1570 | — | 715 | 256 | 205 | 14155 | 55964 | 89.06 | Module 2 | — | 17 | 926 | 1453 | 170 | 934 | Module 3 | 1909 | 15 | 1863 | 174 | — | 39 |
| Scheme 12 | Module 1 | 19 | 21 | — | 715 | 735 | 1510 | 13312 | 63953 | 85.88 | Module 2 | — | 17 | 928 | 1455 | 549 | 551 | Module 3 | 284 | 908 | 1862 | 172 | — | 774 |
| Scheme 13 | Module 1 | 19 | 21 | — | 715 | 256 | 1989 | 13431 | 62712 | 85.76 | Module 2 | — | 17 | 928 | 1454 | 170 | 931 | Module 3 | 285 | 907 | 1863 | 172 | — | 773 |
| Scheme 14 | Module 1 | 19 | 21 | — | 715 | 735 | 151 | 13486 | 69030 | 87.01 | Module 2 | — | 1852 | 328 | 1150 | 170 | — | Module 3 | 284 | 908 | 1862 | 172 | — | 774 |
| Scheme 15 | Module 1 | 254 | 21 | — | 173 | 256 | 1753 | 13371 | 63004 | 86.20 | Module 2 | — | 18 | 928 | 1455 | 549 | 550 | Module 3 | 285 | 907 | 1863 | 716 | — | 772 |
| Scheme 16 | Module 1 | 254 | 1571 | — | 715 | 255 | 205 | 14494 | 57565 | 89.52 | Module 2 | — | 774 | 258 | 1368 | 169 | 931 | Module 3 | 1909 | 16 | 1863 | 174 | — | 38 |
| Scheme 17 | Module 1 | 254 | 1570 | — | 715 | 256 | 205 | 13695 | 63430 | 88.51 | Module 2 | 0 | 1852 | 328 | 1150 | 170 | — | Module 3 | 284 | 907 | 1863 | 174 | — | 772 |
| Scheme 18 | Module 1 | 253 | 1571 | — | 715 | 255 | 206 | 14074 | 56722 | 89.28 | Module 2 | — | 18 | 926 | 1453 | 548 | 555 | Module 3 | 1909 | 16 | 1863 | 174 | — | 38 |
| Scheme 19 | Module 1 | 19 | 21 | — | 715 | 735 | 1510 | 14038 | 67404 | 88.91 | Module 2 | — | 1852 | 328 | 1150 | 170 | — | Module 3 | 1908 | 16 | 1863 | 172 | — | 41 |
| Scheme 20 | Module 1 | 20 | 21 | — | 715 | 735 | 1509 | 13313 | 63594 | 85.89 | Module 2 | — | 18 | 928 | 1455 | 549 | 550 | Module 3 | 285 | 908 | 1862 | 172 | — | 773 |
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