| Cases | IHMMVO | NSGA-II | MOPSO | SP | GD | IGD | SP | GD | IGD | SP | GD | IGD |
| 10 ∗ [1, 2] ∗ [4, 6] ∗ 3 | 0.1496 | 0.0114 | 0.0214 | 0.2228 | 0.1220 | 0.3443 | 0.2214 | 0.0874 | 0.2860 | 10 ∗ [1, 2] ∗ [4, 6] ∗ 4 | 0.1913 | 0.0222 | 0.0746 | 0.2772 | 0.1132 | 0.3268 | 0.1881 | 0.0728 | 0.2473 | 10 ∗ [1, 2] ∗ [4, 6] ∗ 5 | 0.2432 | 0.0209 | 0.0544 | 0.2249 | 0.1192 | 0.3119 | 0.2319 | 0.0924 | 0.2576 | 10 ∗ [1, 2] ∗ [5, 7] ∗ 3 | 0.1511 | 0.0179 | 0.0602 | 0.2392 | 0.1075 | 0.2903 | 0.2383 | 0.0763 | 0.2610 | 10 ∗ [1, 2] ∗ [5, 7] ∗ 4 | 0.1569 | 0.0147 | 0.0423 | 0.4381 | 0.1234 | 0.3865 | 0.1919 | 0.0651 | 0.2390 | 10 ∗ [1, 2] ∗ [5, 7] ∗ 5 | 0.1476 | 0.0004 | 0.0068 | 0.3057 | 0.0800 | 0.2660 | 0.1952 | 0.0718 | 0.2466 | 10 ∗ [1, 2] ∗ [6, 8] ∗ 3 | 0.1465 | 0.0094 | 0.0248 | 0.3124 | 0.1311 | 0.3478 | 0.2375 | 0.0933 | 0.2863 | 10 ∗ [1, 2] ∗ [6, 8] ∗ 4 | 0.1569 | 0.0142 | 0.0464 | 0.2149 | 0.1743 | 0.3086 | 0.2935 | 0.0968 | 0.2570 | 10 ∗ [1, 2] ∗ [6, 8] ∗ 5 | 0.1875 | 0.0102 | 0.0264 | 0.2880 | 0.1739 | 0.3256 | 0.2563 | 0.0844 | 0.2340 | 10 ∗ [2, 3] ∗ [4, 6] ∗ 3 | 0.1861 | 0.0094 | 0.0312 | 0.2639 | 0.1598 | 0.3892 | 0.1758 | 0.0874 | 0.2632 | 10 ∗ [2, 3] ∗ [4, 6] ∗ 4 | 0.1355 | 0.0100 | 0.0294 | 0.2797 | 0.1047 | 0.3226 | 0.1737 | 0.1024 | 0.2766 | 10 ∗ [2, 3] ∗ [4, 6] ∗ 5 | 0.1945 | 0.0142 | 0.0502 | 0.2542 | 0.1202 | 0.3098 | 0.1537 | 0.0666 | 0.2144 | 10 ∗ [2, 3] ∗ [5, 7] ∗ 3 | 0.2221 | 0.0220 | 0.0755 | 0.2965 | 0.1007 | 0.2773 | 0.2068 | 0.1219 | 0.2672 | 10 ∗ [2, 3] ∗ [5, 7] ∗ 4 | 0.1733 | 0.0048 | 0.0187 | 0.2367 | 0.1251 | 0.3323 | 0.2024 | 0.0802 | 0.2624 | 10 ∗ [2, 3] ∗ [5, 7] ∗ 5 | 0.1800 | 0.0101 | 0.0336 | 0.2202 | 0.1031 | 0.3052 | 0.2074 | 0.0606 | 0.2236 | 10 ∗ [2, 3] ∗ [6, 8] ∗ 3 | 0.1947 | 0.0088 | 0.0343 | 0.2032 | 0.1341 | 0.3700 | 0.2596 | 0.1154 | 0.3584 | 10 ∗ [2, 3] ∗ [6, 8] ∗ 4 | 0.1851 | 0.0128 | 0.0546 | 0.2653 | 0.1155 | 0.3100 | 0.2608 | 0.0697 | 0.2533 | 10 ∗ [2, 3] ∗ [6, 8] ∗ 5 | 0.1183 | 0.0129 | 0.0528 | 0.2583 | 0.0774 | 0.2656 | 0.1846 | 0.0528 | 0.1955 | 20 ∗ [1, 2] ∗ [4, 6] ∗ 5 | 0.2346 | 0.0045 | 0.0049 | 0.2913 | 0.1171 | 0.3346 | 0.2769 | 0.1098 | 0.2620 | 20 ∗ [1, 2] ∗ [4, 6] ∗ 6 | 0.1332 | 0.0137 | 0.0390 | 0.4063 | 0.1255 | 0.3818 | 0.2866 | 0.0875 | 0.3024 | 20 ∗ [1, 2] ∗ [4, 6] ∗ 7 | 0.1617 | 0.0103 | 0.0358 | 0.2988 | 0.1031 | 0.3000 | 0.2462 | 0.0797 | 0.2592 | 20 ∗ [1, 2] ∗ [5, 7] ∗ 5 | 0.1277 | 0.0066 | 0.0127 | 0.3383 | 0.1149 | 0.3156 | 0.1578 | 0.0682 | 0.2148 | 20 ∗ [1, 2] ∗ [5, 7] ∗ 6 | 0.1635 | 0.0131 | 0.0531 | 0.3107 | 0.1383 | 0.3316 | 0.2368 | 0.0979 | 0.2929 | 20 ∗ [1, 2] ∗ [5, 7] ∗ 7 | 0.1171 | 0.0033 | 0.0094 | 0.2986 | 0.0782 | 0.2499 | 0.1634 | 0.0603 | 0.2333 | 20 ∗ [1, 2] ∗ [6, 8] ∗ 5 | 0.1461 | 0.0265 | 0.0741 | 0.2586 | 0.1349 | 0.3585 | 0.3942 | 0.1171 | 0.3562 | 20 ∗ [1, 2] ∗ [6, 8] ∗ 6 | 0.1840 | 0.0145 | 0.0504 | 0.2142 | 0.1161 | 0.2747 | 0.1662 | 0.1235 | 0.2494 | 20 ∗ [1, 2] ∗ [6, 8] ∗ 7 | 0.1736 | 0.0128 | 0.0425 | 0.2102 | 0.0967 | 0.2755 | 0.2455 | 0.0846 | 0.2749 | 20 ∗ [2, 3] ∗ [4, 6] ∗ 5 | 0.2136 | 0.0000 | 0.0360 | 0.1756 | 0.1004 | 0.2870 | 0.3895 | 0.1135 | 0.3041 | 20 ∗ [2, 3] ∗ [4, 6] ∗ 6 | 0.1780 | 0.0039 | 0.0150 | 0.2095 | 0.1154 | 0.3015 | 0.1335 | 0.1038 | 0.2592 | 20 ∗ [2, 3] ∗ [4, 6] ∗ 7 | 0.1351 | 0.0124 | 0.0502 | 0.2775 | 0.1393 | 0.2922 | 0.3344 | 0.0943 | 0.3106 | 20 ∗ [2, 3] ∗ [5, 7] ∗ 5 | 0.1645 | 0.0308 | 0.0552 | 0.3234 | 0.1409 | 0.3149 | 0.2464 | 0.0877 | 0.2608 | 20 ∗ [2, 3] ∗ [5, 7] ∗ 6 | 0.1980 | 0.0077 | 0.0271 | 0.2731 | 0.1546 | 0.3670 | 0.3290 | 0.1072 | 0.3309 | 20 ∗ [2, 3] ∗ [5, 7] ∗ 7 | 0.1645 | 0.0308 | 0.0552 | 0.3234 | 0.1409 | 0.3149 | 0.2464 | 0.0877 | 0.2608 | 20 ∗ [2, 3] ∗ [6, 8] ∗ 5 | 0.1154 | 0.0035 | 0.0129 | 0.2387 | 0.1186 | 0.2863 | 0.2467 | 0.0719 | 0.1950 | 20 ∗ [2, 3] ∗ [6, 8] ∗ 6 | 0.1778 | 0.0000 | 0.0000 | 0.2698 | 0.0774 | 0.2489 | 0.1188 | 0.0923 | 0.2853 | 20 ∗ [2, 3] ∗ [6, 8] ∗ 7 | 0.1745 | 0.0046 | 0.0260 | 0.2857 | 0.1357 | 0.3467 | 0.2173 | 0.0758 | 0.2552 | 30 ∗ [1, 2] ∗ [4, 6] ∗ 7 | 0.1331 | 0.0236 | 0.0734 | 0.2678 | 0.0917 | 0.3017 | 0.1950 | 0.0897 | 0.2817 | 30 ∗ [1, 2] ∗ [4, 6] ∗ 8 | 0.1489 | 0.0111 | 0.0386 | 0.2955 | 0.0778 | 0.2497 | 0.2342 | 0.0751 | 0.2575 | 30 ∗ [1, 2] ∗ [4, 6] ∗ 9 | 0.1391 | 0.0104 | 0.0432 | 0.3944 | 0.0999 | 0.3627 | 0.2292 | 0.0655 | 0.2230 | 30 ∗ [1, 2] ∗ [5, 7] ∗ 7 | 0.1393 | 0.0085 | 0.0448 | 0.1387 | 0.1182 | 0.3251 | 0.1919 | 0.0672 | 0.2460 | 30 ∗ [1, 2] ∗ [5, 7] ∗ 8 | 0.1258 | 0.0083 | 0.0348 | 0.2823 | 0.1027 | 0.3061 | 0.1451 | 0.0754 | 0.2611 | 30 ∗ [1, 2] ∗ [5, 7] ∗ 9 | 0.1248 | 0.0204 | 0.0640 | 0.2511 | 0.1126 | 0.3278 | 0.3262 | 0.1087 | 0.3313 | 30 ∗ [1, 2] ∗ [6, 8] ∗ 7 | 0.1568 | 0.0051 | 0.0289 | 0.2510 | 0.1274 | 0.3376 | 0.2176 | 0.0458 | 0.1967 | 30 ∗ [1, 2] ∗ [6, 8] ∗ 8 | 0.1214 | 0.0078 | 0.0279 | 0.1920 | 0.0974 | 0.2897 | 0.2476 | 0.0713 | 0.2480 | 30 ∗ [1, 2] ∗ [6, 8] ∗ 9 | 0.1229 | 0.0078 | 0.0267 | 0.2318 | 0.1086 | 0.3159 | 0.1908 | 0.0629 | 0.2233 | 30 ∗ [2, 3] ∗ [4, 6] ∗ 7 | 0.1726 | 0.0149 | 0.0365 | 0.1738 | 0.1308 | 0.3174 | 0.1446 | 0.0780 | 0.2238 | 30 ∗ [2, 3] ∗ [4, 6] ∗ 8 | 0.1302 | 0.0112 | 0.0309 | 0.4057 | 0.0879 | 0.2913 | 0.1896 | 0.0683 | 0.2562 | 30 ∗ [2, 3] ∗ [4, 6] ∗ 9 | 0.1468 | 0.0128 | 0.0555 | 0.2925 | 0.1301 | 0.3654 | 0.2079 | 0.0591 | 0.2108 | 30 ∗ [2, 3] ∗ [5, 7] ∗ 7 | 0.1732 | 0.0199 | 0.0536 | 0.2506 | 0.0794 | 0.2627 | 0.1502 | 0.0708 | 0.2428 | 30 ∗ [2, 3] ∗ [5, 7] ∗ 8 | 0.1800 | 0.0046 | 0.0328 | 0.3314 | 0.1150 | 0.3387 | 0.2346 | 0.0805 | 0.2798 | 30 ∗ [2, 3] ∗ [5, 7] ∗ 9 | 0.1184 | 0.0230 | 0.0835 | 0.1863 | 0.1499 | 0.3355 | 0.2032 | 0.0792 | 0.2703 | 30 ∗ [2, 3] ∗ [6, 8] ∗ 7 | 0.1348 | 0.0163 | 0.0507 | 0.3173 | 0.1360 | 0.3672 | 0.2521 | 0.0989 | 0.2863 | 30 ∗ [2, 3] ∗ [6, 8] ∗ 8 | 0.1603 | 0.0400 | 0.1018 | 0.2183 | 0.1049 | 0.3053 | 0.2220 | 0.0900 | 0.2642 | 30 ∗ [2, 3] ∗ [6, 8] ∗ 9 | 0.1481 | 0.0120 | 0.0321 | 0.3486 | 0.1447 | 0.3748 | 0.1837 | 0.0581 | 0.2280 | 40 ∗ [1, 2] ∗ [4, 6] ∗ 9 | 0.2309 | 0.0000 | 0.0000 | 0.2676 | 0.1559 | 0.3808 | 0.2688 | 0.0908 | 0.2982 | 40 ∗ [1, 2] ∗ [4, 6] ∗ 10 | 0.2662 | 0.0055 | 0.0281 | 0.2913 | 0.1206 | 0.3186 | 0.3053 | 0.1052 | 0.3046 | 40 ∗ [1, 2] ∗ [4, 6] ∗ 11 | 0.2553 | 0.0041 | 0.0104 | 0.4165 | 0.2267 | 0.4868 | 0.3073 | 0.1817 | 0.4043 | 40 ∗ [1, 2] ∗ [5, 7] ∗ 9 | 0.1763 | 0.0221 | 0.0550 | 0.2919 | 0.1741 | 0.3998 | 0.3703 | 0.1186 | 0.3137 | 40 ∗ [1, 2] ∗ [5, 7] ∗ 10 | 0.2126 | 0.0236 | 0.0949 | 0.3213 | 0.1756 | 0.4166 | 0.2596 | 0.0997 | 0.3243 | 40 ∗ [1, 2] ∗ [5, 7] ∗ 11 | 0.2844 | 0.0118 | 0.0395 | 0.2126 | 0.1455 | 0.3484 | 0.3308 | 0.0809 | 0.2285 | 40 ∗ [1, 2] ∗ [6, 8] ∗ 9 | 0.2958 | 0.0053 | 0.0235 | 0.4481 | 0.1187 | 0.3412 | 0.2480 | 0.1116 | 0.3124 | 40 ∗ [1, 2] ∗ [6, 8] ∗ 10 | 0.2554 | 0.0300 | 0.0703 | 0.1647 | 0.1793 | 0.4216 | 0.3722 | 0.1930 | 0.4193 | 40 ∗ [1, 2] ∗ [6, 8] ∗ 11 | 0.3100 | 0.0026 | 0.0143 | 0.2115 | 0.1769 | 0.4070 | 0.3185 | 0.1315 | 0.3364 | 40 ∗ [2, 3] ∗ [4, 6] ∗ 9 | 0.2689 | 0.0000 | 0.0068 | 0.4875 | 0.2208 | 0.5339 | 0.4478 | 0.1239 | 0.3950 | 40 ∗ [2, 3] ∗ [4, 6] ∗ 10 | 0.2122 | 0.0133 | 0.0269 | 0.3338 | 0.1860 | 0.4170 | 0.3545 | 0.1514 | 0.3393 | 40 ∗ [2, 3] ∗ [4, 6] ∗ 11 | 0.1754 | 0.0224 | 0.0473 | 0.1689 | 0.1794 | 0.4592 | 0.2627 | 0.1073 | 0.2974 | 40 ∗ [2, 3] ∗ [5, 7] ∗ 9 | 0.1080 | 0.0030 | 0.0086 | 0.7716 | 0.0990 | 0.4251 | 0.1737 | 0.0902 | 0.3045 | 40 ∗ [2, 3] ∗ [5, 7] ∗ 10 | 0.2806 | 0.0338 | 0.1003 | 0.3181 | 0.1087 | 0.2586 | 0.2172 | 0.0945 | 0.2636 | 40 ∗ [2, 3] ∗ [5, 7] ∗ 11 | 0.1924 | 0.0058 | 0.0297 | 0.3633 | 0.1047 | 0.3497 | 0.1763 | 0.1082 | 0.3214 | 40 ∗ [2, 3] ∗ [6, 8] ∗ 9 | 0.1887 | 0.0091 | 0.0112 | 0.5673 | 0.2438 | 0.5562 | 0.2603 | 0.1405 | 0.3259 | 40 ∗ [2, 3] ∗ [6, 8] ∗ 10 | 0.1484 | 0.0107 | 0.0277 | 0.7492 | 0.1264 | 0.3498 | 0.2435 | 0.1019 | 0.2478 | 40 ∗ [2, 3] ∗ [6, 8] ∗ 11 | 0.1735 | 0.0000 | 0.0103 | 0.3329 | 0.1769 | 0.4305 | 0.1877 | 0.0983 | 0.2854 | 50 ∗ [1, 2] ∗ [4, 6] ∗ 11 | 0.1878 | 0.0262 | 0.1002 | 0.2299 | 0.1344 | 0.3134 | 0.3463 | 0.1234 | 0.3204 | 50 ∗ [1, 2] ∗ [4, 6] ∗ 12 | 0.1564 | 0.0082 | 0.0161 | 0.1860 | 0.1081 | 0.3421 | 0.2043 | 0.1413 | 0.3517 | 50 ∗ [1, 2] ∗ [4, 6] ∗ 13 | 0.1903 | 0.0000 | 0.0000 | 0.2726 | 0.1184 | 0.2874 | 0.2658 | 0.1225 | 0.2460 | 50 ∗ [1, 2] ∗ [5, 7] ∗ 11 | 0.1558 | 0.0000 | 0.0034 | 0.2823 | 0.1080 | 0.3100 | 0.1764 | 0.0940 | 0.2838 | 50 ∗ [1, 2] ∗ [5, 7] ∗ 12 | 0.1787 | 0.0169 | 0.0575 | 0.2181 | 0.1005 | 0.3092 | 0.3980 | 0.1292 | 0.3503 | 50 ∗ [1, 2] ∗ [5, 7] ∗ 13 | 0.2139 | 0.0514 | 0.1253 | 0.2611 | 0.1305 | 0.3363 | 0.2134 | 0.1159 | 0.2864 | 50 ∗ [1, 2] ∗ [6, 8] ∗ 11 | 0.2177 | 0.0279 | 0.0661 | 0.4901 | 0.1410 | 0.4360 | 0.1843 | 0.0890 | 0.2719 | 50 ∗ [1, 2] ∗ [6, 8] ∗ 12 | 0.2208 | 0.0222 | 0.0608 | 0.3102 | 0.1418 | 0.3927 | 0.2175 | 0.1094 | 0.3635 | 50 ∗ [1, 2] ∗ [6, 8] ∗ 13 | 0.1434 | 0.0091 | 0.0181 | 0.3467 | 0.1289 | 0.3968 | 0.3834 | 0.1187 | 0.3836 | 50 ∗ [2, 3] ∗ [4, 6] ∗ 11 | 0.2136 | 0.0168 | 0.0939 | 0.1921 | 0.1593 | 0.3851 | 0.3105 | 0.0848 | 0.2805 | 50 ∗ [2, 3] ∗ [4, 6] ∗ 12 | 0.1502 | 0.0226 | 0.0490 | 0.2881 | 0.1591 | 0.3901 | 0.2282 | 0.1235 | 0.2532 | 50 ∗ [2, 3] ∗ [4, 6] ∗ 13 | 0.2465 | 0.0316 | 0.0804 | 0.5516 | 0.2442 | 0.5482 | 0.1684 | 0.0846 | 0.2169 | 50 ∗ [2, 3] ∗ [5, 7] ∗ 11 | 0.2685 | 0.0105 | 0.0360 | 0.3180 | 0.2367 | 0.4556 | 0.3790 | 0.0967 | 0.3229 | 50 ∗ [2, 3] ∗ [5, 7] ∗ 12 | 0.2661 | 0.0079 | 0.0204 | 0.1047 | 0.1130 | 0.3439 | 0.3405 | 0.1174 | 0.3050 | 50 ∗ [2, 3] ∗ [5, 7] ∗ 13 | 0.2424 | 0.0132 | 0.0408 | 0.3205 | 0.2062 | 0.4130 | 0.1761 | 0.0819 | 0.2534 | 50 ∗ [2, 3] ∗ [6, 8] ∗ 11 | 0.0925 | 0.0069 | 0.0040 | 0.3357 | 0.1110 | 0.2952 | 0.2634 | 0.1017 | 0.2890 | 50 ∗ [2, 3] ∗ [6, 8] ∗ 12 | 0.2268 | 0.0038 | 0.0104 | 0.3904 | 0.1292 | 0.3293 | 0.2124 | 0.1455 | 0.3110 | 50 ∗ [2, 3] ∗ [6, 8] ∗ 13 | 0.2972 | 0.0195 | 0.0557 | 0.4237 | 0.1701 | 0.3785 | 0.1748 | 0.0980 | 0.2563 |
|
|