Research Article
An Improved Adaptive Parallel Genetic Algorithm for the Airport Gate Assignment Problem
| Instance | Flight | Gate | CPLEX | GA | APGA | Contact stands | Remote stands | Result (yuan) | Computation time (s) | Result (yuan) | Computation time (s) | Gap (%) | Result (yuan) | Computation time (s) | Gap (%) |
| 1 | 20 | 7 | 5 | 42800 | 4.36 | 44334 | 52.28 | 3.58 | 43247 | 27.73 | 1.04 | 2 | 40 | 10 | 8 | 88666 | 10.14 | 92354 | 111.07 | 4.16 | 90116 | 47.42 | 1.64 | 3 | 60 | 13 | 11 | 137267 | 29.75 | 145291 | 171.76 | 5.85 | 141517 | 70.95 | 3.10 | 4 | 80 | 16 | 14 | 194862 | 70.42 | 205806 | 224.04 | 5.62 | 197295 | 91.43 | 1.25 | 5 | 100 | 21 | 19 | 232502 | 195.78 | 250419 | 271.98 | 7.71 | 234823 | 115.55 | 1.00 | 6 | 120 | 24 | 22 | 271627 | 522.24 | 311468 | 324.92 | 14.67 | 271859 | 138.72 | 0.09 | 7 | 140 | 28 | 26 | 328878 | 1225.16 | 348203 | 357.66 | 5.88 | 336940 | 141.20 | 2.45 | 8 | 160 | 32 | 30 | 354699 | 2765.36 | 378952 | 428.26 | 6.84 | 357426 | 163.64 | 0.77 | 9 | 180 | 36 | 34 | None | None | 436359 | 464.89 | None | 422863 | 184.43 | None | 10 | 200 | 40 | 38 | None | None | 483526 | 543.20 | None | 469921 | 204.65 | None |
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