QAOA Masterclass: From QUBO to Circuits, Mixers, Constraints, and Reporting скачать в хорошем качестве

QAOA Masterclass: From QUBO to Circuits, Mixers, Constraints, and Reporting

In this practical QAOA masterclass, we go end to end through finance-style constrained optimization, from modeling to circuits to credible evaluation. Small warning: this is a true deep dive. We go down to the unitary and gate-mapping level, including mixer design details. What you will learn: • How to map objectives and constraints into QUBO and Ising form • Cost unitary construction and gate mapping (Z and ZZ terms) • Mixer design beyond the standard X mixer, including constraint-aware options • Constraint handling in practice: feasibility rate and sampling behavior • Parameter optimization patterns and common pitfalls • What to report so results look credible: best feasible sample, feasibility rate, robustness across seeds More content on Quantum Computing: qubit-lab.ch