Constrained Multi-objective Optimization on LIRCMOP
1.57Avg. RankRCCMO
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RCCMO2026.04 | 1.57 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DCF2DConstraint Strategy=Proposed2025.12 | 2.71 | — | — | — | 72.42 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ACREAConstraint Strategy=Non-Decoupling2025.12 | 3.14 | 6 | 8 | 0 | 114.02 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FCDS2026.04 | 3.29 | 2 | 9 | 3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MCCMO2026.04 | 3.71 | 1 | 12 | 1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MTOTC2026.04 | 3.86 | 1 | 9 | 4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FCDSConstraint Strategy=Constraint Decoupling2025.12 | 4 | 3 | 7 | 4 | 220.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IMTCMOConstraint Strategy=Non-Decoupling2025.12 | 4.36 | 3 | 7 | 4 | 98.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MCCMOConstraint Strategy=Constraint Decoupling2025.12 | 4.64 | 2 | 11 | 1 | 69.88 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MTOTCConstraint Strategy=Constraint Decoupling2025.12 | 4.71 | 3 | 8 | 3 | 231.57 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IMTCMO2026.04 | 4.93 | 1 | 11 | 2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C3M2026.04 | 5.21 | 0 | 14 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSCMO2026.04 | 5.5 | 0 | 13 | 1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSCMOConstraint Strategy=Constraint Decoupling2025.12 | 6 | 0 | 12 | 2 | 36.56 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C3MConstraint Strategy=Constraint Decoupling2025.12 | 6.43 | 0 | 13 | 1 | 41.74 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| APSEA2026.04 | 7.93 | 0 | 14 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| APSEAConstraint Strategy=Non-Decoupling2025.12 | 9 | 0 | 14 | 0 | 17.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AGEMOEA-II2026.03 | — | — | — | — | — | 0.3005 | 0.2583 | 0.3099 | 0.2924 | 1.2187 | 1.3448 | 0.712 | 1.207 | 0.9719 | 0.8522 | 0.7569 | 0.8037 | 1.3053 | 1.2618 | |
| BiCo2026.03 | — | — | — | — | — | 0.2205 | 0.1861 | 0.2176 | 0.2174 | 1.2247 | 1.3453 | 0.6056 | 1.3073 | 0.9557 | 0.9671 | 0.7137 | 0.6293 | 1.3183 | 1.275 | |
| CMOEA-AOP2026.03 | — | — | — | — | — | 0.1838 | 0.1384 | 0.1971 | 0.1915 | 0.0297 | 0.0143 | 0.009 | 0.0084 | 0.2276 | 0.0383 | 0.0203 | 0.0801 | 0.0931 | 0.0966 | |
| DRLOS2026.03 | — | — | — | — | — | 0.2055 | 0.1835 | 0.2264 | 0.2364 | 0.0178 | 0.0143 | 0.0164 | 0.0088 | 0.2414 | 0.0561 | 0.0258 | 0.0977 | 0.104 | 0.0982 | |
| EMCMO2026.03 | — | — | — | — | — | 0.255 | 0.2446 | 0.2525 | 0.274 | 0.2875 | 0.2939 | 0.1068 | 0.1676 | 0.4798 | 0.1886 | 0.0625 | 0.2256 | 0.0908 | 0.0958 | |
| TSTI2026.03 | — | — | — | — | — | 0.225 | 0.1927 | 0.2231 | 0.2221 | 0.9503 | 1.0272 | 0.1482 | 0.3953 | 0.5282 | 0.5491 | 0.5273 | 0.361 | 1.1574 | 1.039 |