Research Article
Solving Single Machine Total Weighted Tardiness Problem with Unequal Release Date Using Neurohybrid Particle Swarm Optimization Approach
Table 11
Comparison of linear lower bound results for SA and NHPSO.
| Number of jobs |
Linear lower bound before SA and NHPSO |
Linear lower bound for only using SA |
Linear lower bound for NHPSO | Effect of NDR | After SA | Improvement (%) | After hybrid systems | Improvement (%) | Improvement (%) |
| 50 | 850712 | 851262 | 0.588 | 851988 | 0.638 | 0.080 | 70 | 1211347 | 1212715 | 0.601 | 1212129 | 0.684 | 0.080 | 100 | 1829357 | 1830249 | 0.601 | 1831983 | 0.707 | 0.082 | 120 | 2139270 | 2140305 | 0.588 | 2141389 | 0.736 | 0.084 | 150 | 2653907 | 2654223 | 0.511 | 2654875 | 0.633 | 0.081 | 200 | 3109726 | 3110542 | 0.582 | 3110340 | 0.785 | 0.083 | 250 | 3467201 | 3468284 | 0.566 | 3469032 | 0.686 | 0.082 | 300 | 4103482 | 4104560 | 0.582 | 4108674 | 0.714 | 0.083 | 400 | 4976219 | 4977114 | 0.583 | 4978045 | 0.688 | 0.086 |
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