Multi-Objective Traveling Salesperson Problem on KroAB200
74.3Hypervolume (HV)WS-LKH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WS-LKH2025.06 | 74.3 | -0.83 | 5.6 | |
| POCCO-WAugmentation=true2025.06 | 73.69 | 0 | 59 | |
| WE-CAAugmentation=true2025.06 | 73.49 | 0.27 | 31 | |
| POCCO-W2025.06 | 73.45 | 0.33 | 40 | |
| POCCO-CAugmentation=true2025.06 | 73.34 | 0.47 | 1.1 | |
| WE-CA2025.06 | 73.17 | 0.71 | 16 | |
| CNHAugmentation=true2025.06 | 73.03 | 0.9 | 37 | |
| POCCO-C2025.06 | 73.02 | 0.91 | 50 | |
| EMNHAugmentation=true2025.06 | 72.7 | 1.34 | 25 | |
| MDRLAugmentation=true2025.06 | 72.61 | 1.47 | 25 | |
| PMOCOAugmentation=true2025.06 | 72.51 | 1.6 | 30 | |
| CNH2025.06 | 72.5 | 1.61 | 22 | |
| EMNH2025.06 | 72.17 | 2.06 | 16 | |
| MDRL2025.06 | 72.09 | 2.17 | 16 | |
| PMOCO2025.06 | 71.93 | 2.39 | 17 | |
| DRL-MOA2025.06 | 71.85 | 2.5 | 18 | |
| MOEA/D2025.06 | 71.06 | 3.57 | 7.3 | |
| PPLS/D-C2025.06 | 71 | 3.65 | 3.8 | |
| MOGLS2025.06 | 70.83 | 3.88 | 1.6 | |
| NSGA-II2025.06 | 70.11 | 4.86 | 8.4 | |
| WS-LKHTime=5.6m2026.05 | 0.743 | — | — | |
| WeCon-CCO-AugTime=50s, Cascaded Context Optimization (CCO)=true, Augmentation=true2026.05 | 0.7375 | — | — | |
| WeCon-AugTime=26s, Augmentation=true2026.05 | 0.7369 | — | — | |
| PA-MoE-W-AugTime=48s, Augmentation=true2026.05 | 0.7361 | — | — | |
| POCCO-W-AugTime=50s, Augmentation=true2026.05 | 0.736 | — | — | |
| WE-CA-AugTime=24s, Augmentation=true2026.05 | 0.7347 | — | — | |
| WeCon-CCOTime=39s, Cascaded Context Optimization (CCO)=true2026.05 | 0.7342 | — | — | |
| WeConTime=17s2026.05 | 0.7337 | — | — | |
| POCCO-WTime=41s2026.05 | 0.7331 | — | — | |
| PA-MoE-WTime=38s2026.05 | 0.7325 | — | — | |
| WE-CATime=16s2026.05 | 0.7317 | — | — | |
| CNH-AugTime=25s, Augmentation=true2026.05 | 0.7303 | — | — | |
| EMNH-AugTime=25s, Augmentation=true2026.05 | 0.727 | — | — | |
| MDRL-AugTime=25s, Augmentation=true2026.05 | 0.7261 | — | — | |
| PMOCO-AugTime=24s, Augmentation=true2026.05 | 0.7251 | — | — | |
| CNHTime=18s2026.05 | 0.725 | — | — | |
| EMNHTime=16s2026.05 | 0.7217 | — | — | |
| MDRLTime=16s2026.05 | 0.7209 | — | — | |
| PMOCOTime=15s2026.05 | 0.7193 | — | — | |
| DRL-MOATime=18s2026.05 | 0.7185 | — | — | |
| MOEA/DTime=7.3m2026.05 | 0.7106 | — | — | |
| PPLS/D-CTime=3.8h2026.05 | 0.71 | — | — | |
| MOGLSTime=1.6h2026.05 | 0.7083 | — | — | |
| NSGA-IITime=8.4m2026.05 | 0.7011 | — | — |