An LLM-based pipeline converts optimization problem descriptions into QUBO matrices and combines them with Benders decomposition, reporting a 38% runtime reduction on one large facility location instance solved classically.
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LLM-QUBO: An End-to-End Framework for Automated QUBO Transformation from Natural Language Problem Descriptions
An LLM-based pipeline converts optimization problem descriptions into QUBO matrices and combines them with Benders decomposition, reporting a 38% runtime reduction on one large facility location instance solved classically.