Tri-Objective Traveling Salesman Problem on Tri-TSP50
0.444Hypervolume (HV)WS-LKH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WS-LKHTime=1.9h, Augmentation=false2025.06 | 0.444 | -0.07 | — | |
| WS-LKHAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.444 | -0.11 | 1.9 | |
| POCCO-W-AugTime=33m, Augmentation=true2025.06 | 0.4437 | 0 | — | |
| POCCO-WAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4437 | -0.05 | 44 | |
| WeConAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4437 | -0.05 | 25 | |
| WeConAugmentation=true, Conditional Chain Optimization (CCO)=true2026.05 | 0.4435 | 0 | 42 | |
| WE-CA-AugTime=29m, Augmentation=true2025.06 | 0.4432 | 0.11 | — | |
| WE-CAAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4432 | 0.07 | 20 | |
| PA-MoE-WAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4432 | 0.07 | 38 | |
| POCCO-C-AugTime=34m, Augmentation=true2025.06 | 0.4419 | 0.41 | — | |
| EMNH-AugTime=25m, Augmentation=true2025.06 | 0.4418 | 0.43 | — | |
| EMNHAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4418 | 0.38 | 25 | |
| WeConAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4413 | 0.5 | 6 | |
| WeConAugmentation=false, Conditional Chain Optimization (CCO)=true2026.05 | 0.4411 | 0.54 | 12 | |
| PMOCO-AugTime=28m, Augmentation=true2025.06 | 0.4409 | 0.63 | — | |
| CNH-AugTime=28m, Augmentation=true2025.06 | 0.4409 | 0.63 | — | |
| PMOCOAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4409 | 0.59 | 22 | |
| CNHAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4409 | 0.59 | 24 | |
| MDRL-AugTime=25m, Augmentation=true2025.06 | 0.4408 | 0.65 | — | |
| MDRLAugmentation=true, Conditional Chain Optimization (CCO)=false2026.05 | 0.4408 | 0.61 | 25 | |
| POCCO-WAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4403 | 0.72 | 13 | |
| POCCO-WTime=13s, Augmentation=false2025.06 | 0.4397 | 0.9 | — | |
| POCCO-CTime=17s, Augmentation=false2025.06 | 0.4393 | 0.99 | — | |
| PA-MoE-WAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4391 | 0.99 | 12 | |
| WE-CATime=8s, Augmentation=false2025.06 | 0.4389 | 1.08 | — | |
| WE-CAAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4389 | 1.04 | 5 | |
| CNHTime=14s, Augmentation=false2025.06 | 0.4358 | 1.78 | — | |
| CNHAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4358 | 1.74 | 6 | |
| EMNHTime=10s, Augmentation=false2025.06 | 0.4324 | 2.55 | — | |
| EMNHAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4324 | 2.5 | 10 | |
| MDRLTime=10s, Augmentation=false2025.06 | 0.4317 | 2.7 | — | |
| MDRLAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4317 | 2.66 | 10 | |
| PMOCOTime=12s, Augmentation=false2025.06 | 0.4315 | 2.75 | — | |
| PMOCOAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4315 | 2.71 | 6 | |
| MOEA/DTime=2.2h, Augmentation=false2025.06 | 0.4314 | 2.77 | — | |
| MOEA/DAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4314 | 2.73 | 2.2 | |
| DRL-MOATime=9s, Augmentation=false2025.06 | 0.4303 | 3.02 | — | |
| DRL-MOAAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4303 | 2.98 | 9 | |
| MOGLSTime=4.1h, Augmentation=false2025.06 | 0.4211 | 5.09 | — | |
| MOGLSAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4211 | 5.05 | 4.1 | |
| PPLS/D-CTime=3.9h, Augmentation=false2025.06 | 0.4174 | 5.93 | — | |
| PPLS/D-CAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.4174 | 5.89 | 3.9 | |
| NSGA-IITime=7.5h, Augmentation=false2025.06 | 0.2858 | 35.59 | — | |
| NSGA-IIAugmentation=false, Conditional Chain Optimization (CCO)=false2026.05 | 0.2858 | 35.56 | 7.5 |