Accelerating the Genetic Algorithm for Large-scale Traveling Salesman Problems by Cooperative Coevolutionary Pointer Network with Reinforcement Learning.
Rui ZhongEnzhi ZhangMasaharu MunetomoPublished in: CoRR (2022)
Keyphrases
- traveling salesman problem
- genetic algorithm
- reinforcement learning
- distribution network
- ant colony optimization
- hamiltonian cycle
- combinatorial optimization problems
- combinatorial problems
- markov decision processes
- combinatorial optimization
- optimization problems
- data structure
- metaheuristic
- neural network
- state space
- evolutionary algorithm
- constraint programming
- network structure
- multi objective
- phase transition
- genetic algorithm ga
- ant colony algorithm
- job shop scheduling problem
- particle swarm optimization
- supply chain