Offline Multi-objective Optimization on DTLZ3
374MSEIBEA-MS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IBEA-MSNumber of training samples=1,0002025.11 | 374 | 406 | 1.14 | |
| DDMOEA/GANNumber of training samples=1,0002025.11 | 9,550 | 226 | 1.19 | |
| TGPR-MONumber of training samples=1,0002025.11 | 24,700 | 511 | 1.08 | |
| QR+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 25,800 | 305 | 1.16 | |
| GPR (RBF)+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 28,600 | 405 | 1.12 | |
| BNN+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 31,300 | 553 | 1.06 | |
| GPR (Matern)+DRNumber of training samples=1,000, Tau (τ)=0.902025.11 | 109,000 | 323 | 1.16 | |
| Prob-MOEA/DNumber of training samples=1,0002025.11 | 461,000 | 687 | 0.71 | |
| Prob-RVEANumber of training samples=1,0002025.11 | 474,000 | 740 | 0.66 |