Large-Scale Dynamic Scheduling for Flexible Job-Shop With Random Arrivals of New Jobs by Hierarchical Reinforcement Learning.
Kun LeiPeng GuoYi WangJian ZhangXiangyin MengLinmao QianPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- job shop
- dynamic scheduling
- open shop
- hierarchical reinforcement learning
- production scheduling
- process planning
- scheduling problem
- job shop scheduling
- flowshop
- flexible manufacturing systems
- resource constrained
- job shop scheduling problem
- tabu search
- parallel machines
- reinforcement learning
- computer aided design
- scheduling policies
- lightweight
- manufacturing systems
- model free
- single server
- computer aided
- resource constraints
- temporal information
- genetic algorithm
- metaheuristic
- np hard
- state abstraction
- special case