作者位次 #6/7ACL 2026Poster· Natural Language Processing
Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution
Beidan Liu · Zhengqiu Zhu · Chen Gao · Tianle Pu · Yong Zhao · Wei Qi · Quanjun Yin
摘要
Large Language Model (LLM)-based optimization has recently shown promise for autonomous problem solving, yet most approaches still cast LLMs as passive constraint checkers rather than proactive strategy designers, limiting their effectiveness on complex Constraint Optimization Problems (COPs). To...