Research Article
Energy-Saving Production Scheduling in a Single-Machine Manufacturing System by Improved Particle Swarm Optimization
Table 8
The effectiveness of parameter selection for GA.
| No. | Size | | | | D | Small-scale | Large-scale |
| 1 | 50 | 0.3 | 0.3 | 0.69 | 0.65 | 5877.824 | 814077.7725 | 2 | 50 | 0.5 | 0.5 | 0.79 | 0.75 | 5532.903 | 781673.413 | 3 | 50 | 0.7 | 0.7 | 0.89 | 0.85 | 4947.04 | 750002.8675 | 4 | 50 | 0.9 | 0.9 | 0.99 | 0.95 | 5080.9145 | 768124.5555 | 5 | 100 | 0.3 | 0.5 | 0.89 | 0.95 | 4915.209 | 738638.408 | 6 | 100 | 0.5 | 0.3 | 0.99 | 0.85 | 5123.6145 | 791738.016 | 7 | 100 | 0.7 | 0.9 | 0.69 | 0.75 | 4637.9835 | 751141.2055 | 8 | 100 | 0.9 | 0.7 | 0.79 | 0.65 | 4943.807 | 778180.741 | 9 | 150 | 0.3 | 0.7 | 0.99 | 0.75 | 4400.202 | 720077.3955 | 10 | 150 | 0.5 | 0.9 | 0.89 | 0.65 | 4431.645 | 691519.7225 | 11 | 150 | 0.7 | 0.3 | 0.79 | 0.95 | 4864.1745 | 786077.9255 | 12 | 150 | 0.9 | 0.5 | 0.69 | 0.85 | 4664.906 | 792386.35 | 13 | 200 | 0.3 | 0.9 | 0.79 | 0.85 | 4357.5805 | 684881.422 | 14 | 200 | 0.5 | 0.7 | 0.69 | 0.95 | 4431.7005 | 722812.895 | 15 | 200 | 0.7 | 0.5 | 0.99 | 0.65 | 4511.614 | 747950.5375 | 16 | 200 | 0.9 | 0.3 | 0.89 | 0.75 | 5038.0215 | 769743.4985 | 17 | 200 | 0.5 | 0.9 | 0.99 | 0.95 | 4296.492 | 686883.08 | 18 | 200 | 0.3 | 0.9 | 0.99 | 0.95 | 4335.9145 | 681536.872 |
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