A Deep Reinforcement Learning Approach for Crowdshipping Vehicle Routing Problem.
Hong HuangYu-Sheng LinJia-Rong KangChun-Cheng LinPublished in: IEEM (2022)
Keyphrases
- vehicle routing problem
- reinforcement learning
- routing problem
- tabu search
- metaheuristic
- benchmark problems
- vehicle routing problem with time windows
- vehicle routing
- test instances
- np hard
- traveling salesman problem
- benchmark instances
- hybrid metaheuristic
- combinatorial optimization
- particle swarm optimization
- state space
- multi depot
- travel time
- memetic algorithm
- knapsack problem
- iterated local search
- neighborhood search
- vehicle routing problem with simultaneous
- learning algorithm
- logistics distribution
- dynamic programming
- scatter search
- search strategies
- variable neighborhood search
- scheduling problem
- pick up and delivery