Surrogate-Assisted MOEA Design on DTLZ1, DTLZ2, DTLZ4, DTLZ7 10-decision-variable (test)
-0.557Mean NAHVEoH
Evaluation Results
| Method | Links | |
|---|---|---|
| EoHLLM=DeepSeek-V3.2, Population size=15, APEmax=1502026.06 | -0.557 | |
| ParEvoLLM=DeepSeek-V3.2, Population size=15, APEmax=1502026.06 | -0.571 | |
| STABLE_localVariant=Ablation study variant, LLM=DeepSeek-V3.22026.06 | -0.591 | |
| STABLE_globalVariant=Ablation study variant, LLM=DeepSeek-V3.22026.06 | -0.592 | |
| STABLE_fitnessVariant=Ablation study variant, LLM=DeepSeek-V3.22026.06 | -0.648 | |
| STABLE_repreVariant=Ablation study variant, LLM=DeepSeek-V3.22026.06 | -0.655 | |
| STABLELLM=DeepSeek-V3.2, Population size=15, APEmax=1502026.06 | -0.687 |