Solving Quadratic Traveling Salesman Problem with Deep Reinforcement Learning.
Hang ZhangZizhen ZhangJinbiao ChenJiahai WangPublished in: SMC (2022)
Keyphrases
- traveling salesman problem
- combinatorial optimization
- reinforcement learning
- discrete optimization problems
- combinatorial optimization problems
- optimization problems
- ant colony optimization
- combinatorial problems
- valid inequalities
- traveling salesman
- metaheuristic
- crossover operator
- ant colony optimization algorithm
- transportation networks
- vehicle routing problem
- hamiltonian cycle
- objective function
- branch and bound
- computational complexity
- pairwise
- decision problems
- optimal policy
- discrete particle swarm optimization
- state space
- graph coloring
- global optimization
- branch and bound algorithm
- evolutionary algorithm
- markov decision processes
- linear programming
- dynamic programming