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

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CODEEVOLVE, an open-source framework from researchers at Inter&Co., Universidade Federal de Minas Gerais, and Worcester Polytechnic Institute, integrates l

Submitted 27 Aug 2026 Inter Science - Inter&CoFederal University of Minas GeraisWPI HA Henrique Assumpção DF Diego Ferreira LC Leandro Campos FM Fabricio Murai 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 for complex problems. On the AlphaEvolve benchmark suite, CodeEvolve…

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