Research Article
A New Improved Quantum Evolution Algorithm with Local Search Procedure for Capacitated Vehicle Routing Problem
Table 12
Results of large-scale CVRPs with different algorithms.
| Problem
| Clients | Vehicles | Optimal value | Best objective function | AVE. IQEA+ | CPU time (s) | Chen | SR-1 | SR-2 | IQEA+ | Chen | SR-1 | SR-2 | IQEA+ |
| An33k5 | 32 | 5 | 661 | 661 | 661 | 661 | 661 | 669.2 | 32 | 11 | 13 | 15.7 | An46k7 | 45 | 7 | 914 | 914 | 914 | 914 | 914 | 970.6 | 129 | 19 | 23 | 72.0 | An60k9 | 59 | 9 | 1354 | 1354 | 1366 | 1355 | 1363 | 1410.4 | 309 | 28 | 40 | 148.1 | Bn35k5 | 34 | 5 | 955 | 955 | 955 | 955 | 955 | 967.6 | 38 | 12 | 14 | 21.2 | Bn45k5 | 44 | 5 | 751 | 751 | 751 | 751 | 751 | 789.4 | 134 | 17 | 20 | 50.3 | Bn68k9 | 67 | 9 | 1272 | 1272 | 1278 | 1274 | 1281 | 1349.8 | 344 | 33 | 50 | 65.4 | Bn78k10 | 77 | 10 | 1221 | 1239 | 1239 | 1223 | 1256 | 1295.4 | 429 | 41 | 64 | 72.2 | En30k3 | 29 | 3 | 534 | 534 | 541 | 534 | 534 | 551.2 | 28 | 11 | 16 | 13.4 | En51k5 | 50 | 5 | 521 | 528 | 521 | 521 | 524 | 566 | 301 | 32 | 22 | 20.5 | En76k7 | 75 | 7 | 682 | 688 | 691 | 682 | 703 | 739.4 | 527 | 38 | 60 | 150.0 | Fn72k4 | 71 | 4 | 237 | 244 | 237 | 237 | 237 | 293.4 | 398 | 58 | 53 | 64.5 | Fn135k7 | 134 | 7 | 1162 | 1215 | 1184 | 1162 | 1202 | 1414.2 | 1526 | 178 | 258 | 159.2 | Mn101k10 | 100 | 10 | 820 | 824 | 821 | 820 | 956 | 1001.6 | 874 | 60 | 114 | 210.4 | Mn121k7 | 120 | 7 | 1034 | 1038 | 1041 | 1036 | 1082 | 1207.4 | 1734 | 88 | 89 | 128.5 | Pn76k4 | 75 | 4 | 593 | 602 | 599 | 594 | 594 | 612 | 496 | 51 | 48 | 64.9 | Pn101k4 | 100 | 4 | 681 | 694 | 686 | 683 | 681 | 689.4 | 978 | 99 | 86 | 135.0 |
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