Offline Multi-objective Optimization on DTLZ7
0MSEGPR (Matern)+DR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPR (Matern)+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 0 | 0.0048 | 1.11 | |
| GPR (RBF)+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 0 | 0.0058 | 1.11 | |
| TGPR-MONumber of training samples=1,0002025.11 | 0 | 0.318 | 1.09 | |
| IBEA-MSNumber of training samples=1,0002025.11 | 0.0156 | 1.89 | 1.11 | |
| QR+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 2.62 | 0.0174 | 1.11 | |
| BNN+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 3.78 | 0.108 | 1.1 | |
| DDMOEA/GANNumber of training samples=1,0002025.11 | 9.91 | 0.049 | 1.1 | |
| Prob-MOEA/DNumber of training samples=1,0002025.11 | 84 | 8.63 | 0.81 | |
| Prob-RVEANumber of training samples=1,0002025.11 | 84.5 | 8.72 | 0.78 |