Tomoya Hirayama

How Much Oracle Is Needed in LLM-Driven Evolution? Separating Selection and Mutation Feedback under Surrogate Evaluation

LLM-driven evolutionary search has produced strong algorithms and scientific results, but its successes typically rely on an evaluator that is well aligned with the true objective. When evaluation is expensive or subjective, a cheaper surrogate may replace part of this oracle acc...