Multi-objective Optimization on DTLZ1
10,000,000,000,000Hypervolume (HV)Sobol
Evaluation Results
| Method | Links | |
|---|---|---|
| Sobol2026.04 | 10,000,000,000,000 | |
| ParEGO2026.04 | 10,000,000,000,000 | |
| TS-TCH2026.04 | 10,000,000,000,000 | |
| EHVI2026.04 | 10,000,000,000,000 | |
| C-EHVI2026.04 | 10,000,000,000,000 | |
| JES2026.04 | 10,000,000,000,000 | |
| SPMO2026.04 | 10,000,000,000,000 | |
| SPMOBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 9,300,000,000,000 | |
| ParEGOBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 9,100,000,000,000 | |
| EHVIBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 9,000,000,000,000 | |
| JESBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 9,000,000,000,000 | |
| SobolBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 8,700,000,000,000 | |
| TS-TCHBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 8,400,000,000,000 | |
| PMT-MOBO-DDPM2025.11 | 33,700 | |
| qEHVI2025.11 | 32,300 | |
| PPSL-MOBO2025.11 | 32,000 | |
| PMT-MOBO-VAE2025.11 | 31,000 | |
| PSL-MOBO2025.11 | 30,000 | |
| ST-MOBO2025.11 | 18,200 | |
| PMT-MOBO2025.11 | 17,100 | |
| qPAREGO2025.11 | 16,800 | |
| CDM-PSL2025.11 | 15,900 | |
| OCMOBO2025.11 | 12,800 |