AgenticEvolve: Evolutionary Program Search with Persistent Language Model Agents that Design and Run Experiments

Ze-Yu Peng, Qing-Yu Lan, Zhan-He Wang +2

Evolutionary program search with large language models keeps the structure of an evolutionary algorithm and uses the model as its variation operator. Typically, the model generates…