Multi-objective optimization on DTLZ4 (MSE, IGD+, HV)
0.0059MSEProb-MOEA/D
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Prob-MOEA/DStrategy=baseline2025.11 | 0.0059 | 0.475 | 0.79 | |
| IBEA-MSStrategy=baseline2025.11 | 0.0145 | 0.337 | 0.86 | |
| Prob-RVEAStrategy=baseline2025.11 | 0.038 | 0.325 | 0.91 | |
| GPR(RBF)+DRStrategy=dual-ranking (DR), Kernel=RBF, Quantile level (τ)=0.9, Optimizer=NSGA-II2025.11 | 0.208 | 0.473 | 0.83 | |
| GPR(Matérn)+DRStrategy=dual-ranking (DR), Kernel=Matérn, Quantile level (τ)=0.9, Optimizer=NSGA-II2025.11 | 0.243 | 0.443 | 0.8 | |
| TGPR-MOStrategy=baseline2025.11 | 0.296 | 0.396 | 0.82 | |
| QR+DRStrategy=dual-ranking (DR), Surrogate Model=QR, Quantile level (τ)=0.9, Optimizer=NSGA-II2025.11 | 0.6 | 0.196 | 1.01 | |
| BNN+DRStrategy=dual-ranking (DR), Surrogate Model=BNN, Quantile level (τ)=0.9, Optimizer=NSGA-II2025.11 | 0.667 | 1.39 | 0.5 | |
| DDMOEA/GANStrategy=baseline2025.11 | 1.13 | 0.933 | 0.61 |