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Author

Maksud Ibrahimov

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Preprint Aug 2026

ATLAS: Scaffold-Free Algorithm Synthesis by LLMs via Embedding-Guided Quality-Diversity Search

Most LLM-based automated algorithm design methods optimize a designated component within a human-specified scaffold, fixing overall organization and component interactions. We present ATLAS, an embedding-guided quality-diversity framework for scaffold-free full-algorithm synthesis in combinatorial optimization. The pro...

Danial Yazdani, M. Omidvar, Yuan Sun et al. · 1 citation

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