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Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers

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Published in:ArXiv cs.AI Recent Papers
Format: Online Article RSS Article
Published: 2026
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spellingShingle Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
ArXiv cs.AI Recent Papers
Chemical Engineering
Engineering & Technology
sub_discipline_display Chemical Engineering
sub_discipline_facet Chemical Engineering
subject_display ArXiv cs.AI Recent Papers
Chemical Engineering
Engineering & Technology
ArXiv cs.AI Recent Papers
Chemical Engineering
Engineering & Technology
subject_facet ArXiv cs.AI Recent Papers
Chemical Engineering
Engineering & Technology
title Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_auth Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_full Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_fullStr Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_full_unstemmed Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_short Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers
title_sort formalize, don't optimize: the heuristic trap in llm-generated combinatorial solvers
topic ArXiv cs.AI Recent Papers
Chemical Engineering
Engineering & Technology
url https://arxiv.org/abs/2605.12421v1