Research Article
A Novel MOEA/D for Multiobjective Scheduling of Flexible Manufacturing Systems
Table 3
Scheduling results of 2-objective problem (FMS01-FMS20).
| Instances | NPS | MID | RAS | DNSGA-II | DMOEA/D | DNSGA-II | DMOEA/D | DNSGA-II | DMOEA/D |
| FMS01 | 2.1 | 2.0 | 218.33 | 199.24 | 0.80 | 0.76 | FMS02 | 2.0 | 2.7 | 412.45 | 350.20 | 0.84 | 0.79 | FMS03 | 2.3 | 2.4 | 657.22 | 584.42 | 0.91 | 0.87 | FMS04 | 2.6 | 2.6 | 990.17 | 875.01 | 1.04 | 0.98 | FMS05 | 2.8 | 3.1 | 1644.12 | 1436.08 | 1.08 | 1.09 | FMS06 | 2.0 | 2.3 | 190.50 | 165.82 | 0.57 | 0.55 | FMS07 | 2.8 | 3.9 | 361.71 | 302.64 | 0.61 | 0.57 | FMS08 | 3.3 | 3.8 | 602.29 | 537.69 | 0.72 | 0.65 | FMS09 | 3.8 | 4.2 | 917.27 | 827.27 | 1.05 | 0.97 | FMS10 | 3.9 | 4.8 | 1525.18 | 1354.03 | 1.10 | 1.04 | FMS11 | 2.2 | 1.9 | 158.93 | 132.09 | 0.55 | 0.41 | FMS12 | 2.4 | 2.5 | 323.24 | 257.43 | 0.56 | 0.58 | FMS13 | 3.1 | 4.0 | 568.74 | 516.87 | 0.72 | 0.70 | FMS14 | 4.2 | 4.6 | 858.91 | 779.25 | 0.88 | 0.83 | FMS15 | 4.5 | 4.7 | 1437.07 | 1320.08 | 0.98 | 1.04 | FMS16 | 1.8 | 1.8 | 129.86 | 118.01 | 0.52 | 0.43 | FMS17 | 2.4 | 3.0 | 242.64 | 199.14 | 0.55 | 0.54 | FMS18 | 3.0 | 3.2 | 547.16 | 508.87 | 0.72 | 0.80 | FMS19 | 3.4 | 4.2 | 827.83 | 753.60 | 0.90 | 0.92 | FMS20 | 3.6 | 4.3 | 1358.92 | 1182.49 | 0.97 | 0.99 |
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