Preprint Open access
EvoAlloc: A Self-Evolving Resource Allocation Agent for Efficient Program Evolution
LLM-based program evolution relies on evaluation feedback to guide the iterative search for high-performing programs. However, evaluation is often computationally expensive, making it essential to allocate limited resources to candidates that can most effectively advance the search. Existing LLM-based methods typically …