$\epsilon$-MemEvo: Adaptive Cross-Task Memory Transfer for LLM Program Evolution

Aofan Liu, Shiyuan Song, Yiyan Qi

LLM-based program evolution systems such as FunSearch and AlphaEvolve have shown strong ability to discover novel algorithms, but typically optimize each task in isolation, discard…