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agent adaptation 1counterfactual reasoning 1dynamic tool integration 1reinforcement learning 1tool-augmented language models 1

From the 1 of 10 linked papers with an AI index.

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20242026
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cs.CL2026

FormuEvo: LLM-Guided Evolution for Discovering Solver-Efficient Mixed-Integer Programming Formulations

Haofeng Yuan, Jianing Peng, Jieyi Bi +3

Mixed-integer programming (MIP) lies at the core of operations research and industrial optimization. While large language models (LLMs) have recently shown promise in automated MIP…