Research Article
INEH-VNS Algorithm Solved Automatic Production System Scheduling Problem under Just-in-Time Environment
Table 5
The result of the comparison between the INEH-VNS and CPLEX 12.5, the G-VNS, and the SA for
and
.
| | 25 | 30 | CPLEX | SA | G-VNS | INEH-VNS | (%) | (%) | (%) | CPLEX | SA | G-VNS | INEH-VNS | (%) | (%) | (%) |
| 2 | 6744 | 9846 | 11394 | 8103 | -20.15 | 17.70 | 28.88 | 10112 | 12305 | 15603 | 10068 | 0.44 | 18.18 | 35.47 | 4 | 36771 | 13595 | 17490 | 8103 | 77.96 | 40.40 | 53.67 | — | 18518 | 24649 | 12287 | — | 33.65 | 50.15 | 6 | — | 23188 | 21934 | 9638 | — | 58.44 | 56.06 | — | 28782 | 34238 | 12232 | — | 57.50 | 64.27 | 8 | — | 47217 | 33205 | 12605 | — | 73.30 | 62.04 | — | 61529 | 45596 | 14232 | — | 76.87 | 68.79 | 10 | — | 68084 | 45098 | 23307 | — | 65.77 | 48.32 | — | 95193 | 64206 | 30880 | — | 67.56 | 51.90 | 12 | — | 98962 | 59518 | 32134 | — | 67.53 | 46.01 | — | 121323 | 82199 | 40165 | — | 66.89 | 51.14 | 14 | — | 105430 | 71535 | 35534 | — | 66.30 | 50.33 | — | 150899 | 105295 | 50646 | — | 66.44 | 51.90 | 16 | — | 135521 | 93677 | 48914 | — | 63.91 | 47.78 | — | 186305 | 135841 | 72702 | — | 60.98 | 46.48 | 18 | — | 158791 | 117724 | 66081 | — | 58.38 | 43.87 | — | 220702 | 168404 | 88466 | — | 59.92 | 47.47 | 20 | — | 181473 | 140627 | 75785 | — | 58.24 | 46.11 | — | 253343 | 202082 | 104241 | — | 58.85 | 48.42 |
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The symbol bold’ indicates the best improvement rate and the worst improvement rate.
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