Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers.
Xiaoyuan LiuAnthony AngoneRuslan ShaydulinIlya SafroYuri AlexeevLukasz CincioPublished in: CoRR (2021)
Keyphrases
- combinatorial optimization
- combinatorial optimization problems
- metaheuristic
- simulated annealing
- traveling salesman problem
- branch and bound algorithm
- optimization problems
- combinatorial problems
- mathematical programming
- branch and bound
- graph theory
- exact algorithms
- quadratic assignment problem
- computer systems
- memetic algorithm
- vehicle routing problem
- quantum computation
- mumford shah functional
- path relinking
- hard combinatorial optimization problems
- evolutionary algorithm
- computer vision
- estimation of distribution algorithms
- variational methods
- edge preserving
- energy functional
- submodular functions
- quantum computing
- cost function
- genetic algorithm