Research Article
A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling
Table 3
Comparisons among MOMA, ACO, ICA1, and new ICA on WOR.
| | MOMA | ACO | ICA1 | New ICA | | | | | | | | |
| | 65 | 4284.8 | 58 | 3978.7 | 104 | 5567.2 | 59 | 3562.7 | | 509 | 6621.4 | 345 | 5026.6 | 580 | 5470.6 | 301 | 5090.9 | | 87 | 8790.1 | 50 | 9282.9 | 307 | 13706.5 | 59 | 8882.9 | | 1149 | 15091.0 | 906 | 13940.9 | 1063 | 17773.4 | 704 | 12740.3 | | 283 | 9367.8 | 261 | 9097.7 | 572 | 15152.1 | 195 | 9154.0 | | 146 | 7059.2 | 156 | 7640.0 | 712 | 13399.8 | 128 | 8048.4 | | 3864 | 14856.1 | 3365 | 18781.4 | 4790 | 26693.8 | 2164 | 16395.0 | | 911 | 17356.0 | 725 | 13732.6 | 2754 | 33195.8 | 400 | 13861.2 | | 403 | 10306.2 | 356 | 9656.7 | 2019 | 27188.6 | 193 | 9783.6 | | 359 | 17569.1 | 229 | 15118.9 | 1659 | 36914.3 | 116 | 16647.7 | | 3403 | 20247.4 | 3492 | 19547.1 | 7946 | 38695.1 | 2064 | 19526.6 | | 1310 | 14868.1 | 1389 | 12914.2 | 6092 | 33508.8 | 768 | 12133.7 | | 1062 | 24214.1 | 990 | 23511.2 | 4480 | 53144.3 | 474 | 23154.6 | | 1293 | 31052.0 | 395 | 19309.4 | 3968 | 68440.8 | 197 | 19277.9 | | 2830 | 23633.6 | 3511 | 23270.9 | 9211 | 58114.9 | 2063 | 21944.6 | | 2348 | 35228.8 | 1857 | 25752.1 | 8102 | 77000.0 | 938 | 24496.9 | | 827 | 20484.6 | 944 | 18988.6 | 6582 | 68940.3 | 453 | 20752.6 | | 4754 | 44360.3 | 4807 | 37446.8 | 15357 | 107062.8 | 2531 | 33887.4 | | 3956 | 31656.2 | 3372 | 29914.8 | 13505 | 80182.4 | 1505 | 27595.6 | | 1617 | 29421.0 | 1207 | 22810.1 | 10015 | 99105.3 | 535 | 22093.5 | | 9185 | 55098.9 | 10230 | 53571.8 | 30227 | 132490.7 | 5212 | 48209.9 | | 2822 | 33247.7 | 3066 | 34228.2 | 20336 | 138752.4 | 1455 | 33806.7 | | 714 | 22619.7 | 811 | 21343.0 | 13539 | 129451.0 | 285 | 22320.0 | | 9683 | 56680.2 | 12490 | 48304.2 | 46450 | 179610.1 | 6226 | 43798.2 | | 4468 | 41928.6 | 5017 | 37636.6 | 25597 | 148557.0 | 2497 | 34139.7 | | 1569 | 30121.8 | 1842 | 26161.1 | 19943 | 153944.5 | 685 | 26339.8 | | 13439 | 79430.0 | 17822 | 67572.5 | 54463 | 199616.5 | 8687 | 58893.9 | | 6084 | 35743.2 | 7162 | 34106.5 | 34111 | 113485.7 | 3262 | 30318.8 | | 3125 | 43934.0 | 3118 | 34478.9 | 25433 | 168075.6 | 1301 | 32160.0 | | 6490 | 62264.3 | 7729 | 52519.3 | 46779 | 238774.3 | 3299 | 47618.0 | | 2829 | 31359.5 | 3382 | 29615.7 | 32229 | 165592.3 | 1248 | 28203.8 |
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