Research Article
Multipopulation Genetic Algorithm Based on GPU for Solving TSP Problem
Table 4
Partial TSPLIB results of SGA and MPGA.
| Algorithm | MPGA | SGA |
| TSPLIB | att48 | beilin52 | pr124 | rat195 | att48 | beilin52 | pr124 | rat195 | Optimal | 33522 | 7542 | 59030 | 2323 | 33522 | 7542 | 59030 | 2323 | Best | 33522 | 7542 | 59030 | 2323 | 39680 | 9309 | 90514 | 3508 | Worst | 33715 | 7548 | 60156 | 2591 | 43634 | 10429 | 92701 | 3702 | Mean | 33612 | 7544 | 59864 | 2413 | 41446 | 9975 | 92264 | 3591 | Time (ms) | 82 | 157 | 3125 | 5014 | 2517 | 4278 | 30856 | 75829 | Deviation | 0.003 | 0.0002 | 0.014 | 0.039 | 0.25 | 0.32 | 0.56 | 0.55 |
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