Research Article
Energy-Saving Production Scheduling in a Single-Machine Manufacturing System by Improved Particle Swarm Optimization
Table 7
The effectiveness of parameter selection for PSO.
| No. | Size | Weight | | | | Small-scale | Large-scale |
| 1 | 50 | 0.6 | 0.01 | 0.3 | 1 | 7802.857 | 781944.0955 | 2 | 50 | 0.7 | 0.05 | 0.6 | 2 | 5892.0415 | 692195.5385 | 3 | 50 | 0.8 | 0.1 | 0.8 | 3 | 5343.4035 | 642169.6365 | 4 | 50 | 0.9 | 0.15 | 0.95 | 4 | 4433.615 | 504850.2295 | 5 | 100 | 0.6 | 0.05 | 0.8 | 4 | 5659.695 | 658437.448 | 6 | 100 | 0.7 | 0.01 | 0.95 | 3 | 5036.7085 | 603161.166 | 7 | 100 | 0.8 | 0.15 | 0.3 | 2 | 5346.9595 | 631647.512 | 8 | 100 | 0.9 | 0.1 | 0.6 | 1 | 4541.963 | 546953.6015 | 9 | 150 | 0.6 | 0.1 | 0.95 | 2 | 5399.3495 | 625364.341 | 10 | 150 | 0.7 | 0.15 | 0.8 | 1 | 4936.6025 | 620230.085 | 11 | 150 | 0.8 | 0.01 | 0.6 | 4 | 4620.1865 | 570452.559 | 12 | 150 | 0.9 | 0.05 | 0.3 | 3 | 4676.6135 | 554409.8515 | 13 | 200 | 0.6 | 0.15 | 0.6 | 3 | 5393.4215 | 624672.711 | 14 | 200 | 0.7 | 0.1 | 0.3 | 4 | 5250.421 | 635595.3965 | 15 | 200 | 0.8 | 0.05 | 0.95 | 1 | 4489.3905 | 538767.257 | 16 | 200 | 0.9 | 0.01 | 0.8 | 2 | 4074.7515 | 487169.7495 | 17 | 200 | 0.9 | 0.1 | 0.95 | 4 | 4046.7475 | 483691.6605 | 18 | 200 | 0.9 | 0.15 | 0.95 | 4 | 4124.0595 | 479002.7685 |
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