Research Article
INEH-VNS Algorithm Solved Automatic Production System Scheduling Problem under Just-in-Time Environment
Table 6
The result of the comparison between the INEH-VNS and CPLEX 12.5, the G-VNS, and the SA for
and
.
| | 35 | 40 | CPLEX | SA | G-VNS | INEH-VNS | (%) | (%) | (%) | CPLEX | SA | G-VNS | INEH-VNS | (%) | (%) | (%) |
| 2 | 13006 | 17059 | 22483 | 14108 | -8.47 | 17.30 | 37.25 | 26736 | 25286 | 33131 | 22323 | 16.51 | 11.72 | 32.62 | 4 | — | 21931 | 34534 | 16376 | — | 25.33 | 52.58 | — | 30620 | 46964 | 24170 | — | 21.06 | 48.54 | 6 | — | 46902 | 49152 | 17002 | — | 63.75 | 65.41 | — | 65436 | 64193 | 22612 | — | 65.44 | 64.77 | 8 | — | 93408 | 65086 | 22189 | — | 76.25 | 65.91 | — | 109027 | 80392 | 24229 | — | 77.78 | 69.86 | 10 | — | 127233 | 87192 | 36513 | — | 71.30 | 58.12 | — | 168067 | 115275 | 44716 | — | 73.39 | 61.21 | 12 | — | 165049 | 113481 | 52317 | — | 68.30 | 53.90 | — | 211854 | 148882 | 68293 | — | 67.76 | 54.13 | 14 | — | 196886 | 144152 | 71225 | — | 63.82 | 50.59 | — | 259912 | 191018 | 92834 | — | 64.28 | 51.40 | 16 | — | 232382 | 176042 | 83334 | — | 64.14 | 52.66 | — | 310703 | 237617 | 118029 | — | 62.01 | 50.33 | 18 | — | 295100 | 222768 | 115001 | — | 61.03 | 48.38 | — | 377706 | 295988 | 149591 | — | 60.39 | 49.46 | 20 | — | 336981 | 268031 | 135693 | — | 59.73 | 49.37 | — | 431811 | 347982 | 176065 | — | 59.23 | 49.40 |
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The symbol bold’ indicates the best improvement rate and the worst improvement rate.
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