Research Article
A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling
Table 2
Comparisons among MOMA, ACO, ICA1, and new ICA on BEST.
| | MOMA | ACO | ICA1 | New ICA | | | | | | | | |
| | 65 | 4284.8 | 56 | 4316.5 | 56 | 4316.5 | 56 | 4316.5 | | 459 | 6357.5 | 299 | 4979.1 | 285 | 5095.2 | 283 | 4979.1 | | 64 | 9017.8 | 34 | 8732.8 | 94 | 10595.9 | 32 | 8790.1 | | 1003 | 13959.3 | 817 | 13228.5 | 701 | 12838.2 | 690 | 14352.3 | | 240 | 9133.2 | 199 | 9363.0 | 252 | 11925.5 | 155 | 9363.0 | | 173 | 6969.1 | 131 | 7356.4 | 234 | 8543.3 | 97 | 7063.8 | | 3673 | 14550.2 | 3043 | 17291.1 | 2848 | 19014.1 | 2104 | 16113.8 | | 826 | 15724.8 | 617 | 14706.7 | 1430 | 21788.4 | 355 | 14119.3 | | 355 | 10224.1 | 276 | 9760.1 | 779 | 17857.8 | 156 | 9836.1 | | 197 | 15869.4 | 190 | 15325.0 | 582 | 23658.3 | 61 | 14486.2 | | 3160 | 20287.4 | 3257 | 20065.4 | 4413 | 32267.7 | 1907 | 19370.0 | | 1197 | 16631.4 | 1303 | 10504.0 | 2937 | 25036.6 | 621 | 10718.7 | | 864 | 22537.9 | 896 | 22677.1 | 2187 | 39664.3 | 375 | 20038.8 | | 1073 | 19746.7 | 343 | 18324.4 | 1919 | 51067.8 | 115 | 17289.6 | | 2622 | 21530.8 | 3372 | 24818.4 | 4756 | 34906.4 | 1918 | 21792.5 | | 1917 | 29604.6 | 1697 | 26113.0 | 4290 | 56967.8 | 826 | 24302.9 | | 658 | 18938.2 | 911 | 20650.6 | 4131 | 52051.7 | 345 | 18906.4 | | 4405 | 40114.0 | 4450 | 35485.3 | 9308 | 76955.5 | 2344 | 32028.0 | | 2595 | 27478.8 | 3033 | 28249.0 | 5842 | 56348.2 | 1325 | 26127.6 | | 1028 | 22847.1 | 1104 | 21434.9 | 6272 | 76945.4 | 391 | 19089.7 | | 8522 | 51214.5 | 9486 | 54150.3 | 18380 | 102872.3 | 4785 | 44933.8 | | 2554 | 32634.0 | 2775 | 33334.5 | 10905 | 99357.3 | 1270 | 28796.0 | | 435 | 21052.4 | 723 | 21349.2 | 7844 | 97740.7 | 186 | 20600.5 | | 8773 | 45778.1 | 11599 | 48224.9 | 28093 | 124923.7 | 5854 | 42417.5 | | 3450 | 34563.6 | 4590 | 34576.2 | 18005 | 115186.6 | 2120 | 30726.2 | | 1159 | 25442.1 | 1613 | 24713.5 | 11510 | 110158.3 | 515 | 24968.7 | | 12403 | 67204.2 | 17142 | 65871.5 | 36559 | 169238.0 | 8303 | 57896.8 | | 4921 | 31526.7 | 6674 | 32713.7 | 22069 | 102733.5 | 2984 | 29347.2 | | 2378 | 35482.6 | 2934 | 33490.5 | 14639 | 125260.9 | 1106 | 30533.7 | | 5451 | 57772.2 | 7312 | 52861.4 | 30813 | 187739.9 | 3079 | 45814.6 | | 2399 | 28342.2 | 3017 | 28682.6 | 20876 | 122877.3 | 1036 | 25557.8 |
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