A Reinforcement Learning Approach for Flexible Job Shop Scheduling Problem With Crane Transportation and Setup Times.
Yu DuJunqing LiChengdong LiPeiyong DuanPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- setup times
- reinforcement learning
- scheduling problem
- multi item
- single machine
- lot sizing
- processing times
- multi objective
- job shop scheduling problem
- single machine scheduling problem
- precedence constraints
- flowshop
- manufacturing cell
- lagrangian relaxation
- state space
- markov decision processes
- dynamic programming
- single server
- optimal policy
- decision making
- evolutionary algorithm
- np hard
- scheduling algorithm
- tabu search
- parallel machines
- special case
- search space