Scheduling flexible manufacturing cell with no-idle flow-lines and job-shop via Q-learning-based genetic algorithm.
Lixin ChengQiuhua TangLiping ZhangChunlong YuPublished in: Comput. Ind. Eng. (2022)
Keyphrases
- manufacturing cell
- process planning and scheduling
- manufacturing systems
- job shop
- scheduling problem
- setup times
- genetic algorithm
- job shop scheduling problem
- job shop scheduling
- flowshop
- tabu search
- production scheduling
- reinforcement learning
- petri net
- complex systems
- bicriteria
- cell formation
- resource constrained
- processing times
- neural network
- simulated annealing
- np hard
- special case
- memetic algorithm
- search algorithm
- computational complexity