Research Article
Optimal Synthesis of Four-Bar Linkage Path Generation through Evolutionary Computation with a Novel Constraint Handling Technique
Table 3
Comparative Min and Mean for Cases
1ā
3 with a novel path repairing technique and a penalty technique.
| Case number | With | Parameters | ABC | JADE | PBIL | TLBO | ACOR | GWO | SCA |
| 1 | PRA | Min | 0.6374 | 1.8255 | 6.7539 | 0.0010 | 49.1961 | 0.3271 | 42.5282 | Mean | 4.1297 | 7.5933 | 20.0681 | 0.3705 | 73.1582 | 8.5501 | 144.5432 | Success | 30 | 30 | 30 | 30 | 30 | 30 | 30 | Penalty technique | Min | 0.9797 | 23.1751 | 23.1950 | 0.2399 | 523.5085 | 0.8853 | 358.3843 | Mean | 23.4148 | 297.8795 | 133.3815 | 175.9177 | 1005.078 | 147.9292 | 452.8526 | Success | 30 | 29 | 6 | 26 | 22 | 29 | 3 |
| 2 | PRA | Min | 7.3696 | 0.7614 | 2.7790 | 0.7614 | 3.6197 | 1.0934 | 22.7680 | Mean | 31.4436 | 13.3175 | 24.3873 | 9.2918 | 31.1379 | 27.5451 | 147.5295 | Success | 30 | 30 | 30 | 30 | 30 | 30 | 30 | Penalty technique | Min | 6.1512 | 8.5978 | 2.2458 | 0.7614 | 24.4416 | 2.6452 | 43.5787 | Mean | 58.0879 | 35.9131 | 20.6274 | 45.8361 | 98.6229 | 39.3821 | 340.6984 | Success | 30 | 30 | 21 | 29 | 30 | 30 | 30 |
| 3 | PRA | Min | 1.1331 | 2.2551 | 41.9444 | 0.0192 | 156.6075 | 26.8977 | 306.5633 | Mean | 7.7983 | 9.2387 | 116.5084 | 2.5706 | 310.5264 | 70.7824 | 568.2001 | Success | 30 | 30 | 30 | 30 | 30 | 30 | 30 | Penalty technique | Min | 1.0714 | 1212.697 | 42.6040 | 352.3451 | 0.0000 | 251.2720 | 0.0000 | Mean | 38.2367 | 1212.697 | 402.5957 | 576.6454 | 0.0000 | 493.2413 | 0.0000 | Success | 29 | 1 | 4 | 10 | 0 | 15 | 0 |
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