QuantumQUBO Agent: Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language
This work proposes an end-to-end multi-agent framework that automatically generates QUBO formulations from natural-language problem descriptions, supported by structured or unstructured test cases, and introduces QUBOBench, a benchmark containing 100 combinatorial optimization problems across 12 application domains.
Niloy Mondal, Md. Rizwan Parvez
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