A Reinforcement Learning Approach for Solving Integrated Mass Customization Process Planning and Job-Shop Scheduling Problem in a Reconfigurable Manufacturing System.
Sini GaoJoanna DaaboulJulien Le DuigouPublished in: SOHOMA (2022)
Keyphrases
- mass customization
- production scheduling
- manufacturing systems
- manufacturing process
- process planning
- job shop scheduling problem
- product configuration
- reinforcement learning
- job shop scheduling
- computer aided
- computer aided design
- combinatorial optimization
- job shop
- petri net
- tabu search
- quality control
- benchmark problems
- scheduling problem
- simulated annealing
- flexible manufacturing systems
- genetic algorithm
- complex systems
- combinatorial optimization problems
- memetic algorithm
- graph model
- neural network
- modeling method
- knowledge acquisition
- artificial intelligence
- constraint satisfaction
- control system
- decision making
- machine learning