Deep Reinforcement Learning for Solving the Vehicle Routing Problem.
MohammadReza NazariAfshin OroojlooyLawrence V. SnyderMartin TakácPublished in: CoRR (2018)
Keyphrases
- vehicle routing problem
- reinforcement learning
- combinatorial optimization
- metaheuristic
- vehicle routing problem with simultaneous
- tabu search
- routing problem
- test instances
- vehicle routing
- vehicle routing problem with time windows
- benchmark problems
- hybrid metaheuristic
- travel time
- traveling salesman problem
- memetic algorithm
- pick up and delivery
- benchmark instances
- multi depot
- np hard
- state space
- logistics distribution
- particle swarm optimization
- learning algorithm
- simulated annealing
- search procedure
- iterated local search
- knapsack problem
- optimization problems
- scheduling problem
- dynamic programming