CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization 事件

CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization arXiv:2510.14150v5 Announce Type: replace Abstract: We introduce CodeEvolve, an open-source framework that couples large language models with island-based evolutionary search for end-to-end algorithmic discovery. CodeEvolve integrates inspiration-based crossover, meta-prompting, and depth-based refinement on top of a CVT-MAP-Elites archive and a weighted LLM ensemble to generate optimized solutions f