Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver.
Xinyu YeGe YanJunchi YanPublished in: ICML (2023)
Keyphrases
- combinatorial optimization
- quadratic assignment problem
- machine learning
- combinatorial optimization problems
- traveling salesman problem
- quantum computation
- metaheuristic
- quantum computing
- simulated annealing
- branch and bound algorithm
- branch and bound
- quantum mechanics
- hard combinatorial optimization problems
- optimization problems
- combinatorial problems
- quantum inspired
- mathematical programming
- max flow min cut
- data mining
- probability ranking principle
- exact algorithms
- machine learning methods
- learning algorithm
- memetic algorithm
- graph theory
- benchmark problems
- greedy algorithm
- semi supervised
- cost function
- computer vision