Research Article
[Retracted] A Hybrid Algorithm of Ant Colony and Benders Decomposition for Large-Scale Mixed Integer Linear Programming
Table 4
Numerical results of medium-large scale numerical examples.
| Parameters | Variable size | ADMM | ACA | Hybrid algorithm | S | D | K | x | y | UB | LB | CPU (s) | Gap (%) | UB | LB | CPU (s) | Gap (%) | UB | LB | CPU (s) | Gap (%) |
| 2 | 5 | 3 | 147 | 15 | 590 | 531 | 0.39 | 8.2 | 602 | 527 | 0.40 | 10.6 | 586 | 537 | 0.35 | 4.0 | 5 | 10 | 5 | 1125 | 50 | 3302 | 3214 | 1.80 | 1.4 | 3314 | 3201 | 1.80 | 1.7 | 3298 | 3231 | 1.70 | 0.7 | 5 | 15 | 5 | 2000 | 75 | 4395 | 4287 | 2.50 | 1.9 | 4420 | 4239 | 2.60 | 2.4 | 4327 | 4306 | 2.40 | 0.3 | 5 | 20 | 5 | 3125 | 100 | 6890 | 6651 | 4.20 | 2.5 | 6999 | 6608 | 3.50 | 3.0 | 6814 | 6699 | 3.60 | 1.2 | 10 | 20 | 5 | 4500 | 100 | 7234 | 6901 | 3.90 | 6.2 | 7981 | 6681 | 3.90 | 8.3 | 7092 | 6990 | 3.80 | 0.5 | 5 | 20 | 10 | 6250 | 200 | 8016 | 7629 | 4.20 | 3.3 | 8210 | 7523 | 4.20 | 4.6 | 7901 | 7842 | 4.10 | 0.5 | 10 | 20 | 10 | 9000 | 200 | 8299 | 7893 | 5.20 | 4.6 | 8465 | 7768 | 5.60 | 5.7 | 8104 | 7962 | 4.90 | 1.2 | 10 | 25 | 10 | 12250 | 250 | 8207 | 8014 | 16.70 | 1.6 | 8287 | 7995 | 17.30 | 2.1 | 8186 | 8087 | 15.50 | 0.3 | 10 | 30 | 10 | 16000 | 300 | 11416 | 9960 | 21.30 | 8.4 | 11409 | 9893 | 20.30 | 10.6 | 10423 | 10167 | 19.70 | 1.4 | 15 | 30 | 15 | 30375 | 450 | 14590 | 13027 | 46.70 | 6.3 | 15409 | 12580 | 49.30 | 10.1 | 14407 | 13664 | 43.20 | 2.6 |
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