QUBO Formulator Purpose Provides expert guidance on formulating optimization problems as QUBO/Ising models for execution on quantum annealers and variational algorithms. Capabilities - Problem encoding to QUBO/Ising - Constraint handling (penalty methods) - Variable reduction techniques - D-Wave integration - QAOA cost Hamiltonian construction - Solution decoding - Embedding optimization - Penalty weight tuning Usage Guidelines 1. Problem Definition : Formalize optimization problem mathematically 2. Binary Encoding : Convert variables to binary representation 3. Constraint Handling : Add pena…