AutoCO couples LLM reasoning with operations-research relaxation principles and bidirectional coevolution of MCTS and EAs to solve complex constraint optimization problems more effectively than prior LLM-based approaches.
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Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution
AutoCO couples LLM reasoning with operations-research relaxation principles and bidirectional coevolution of MCTS and EAs to solve complex constraint optimization problems more effectively than prior LLM-based approaches.