Mixer-phaser Ansätze for quantum optimization with hard constraints.
Ryan LaRoseEleanor Gilbert RieffelDavide VenturelliPublished in: Quantum Mach. Intell. (2022)
Keyphrases
- hard constraints
- early stage
- soft constraints
- graph cuts
- efficient computation
- optimization problems
- constraint violations
- search space
- cost function
- constraint satisfaction problems
- constraint satisfaction
- lower bound
- computer vision
- constrained optimization
- optimization algorithm
- reinforcement learning
- combinatorial optimization
- multiple objectives
- np hard
- penalty function