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Surrogate-Assisted MOEA Design on DTLZ1, DTLZ2, DTLZ4, DTLZ7 10-decision-variable (test)

-0.557Mean NAHVEoH
-0.6922-0.6571-0.622-0.5869Jun 29, 2026

Evaluation results

MethodLinks
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