An integrated intelligent manufacturing model based on scheduling and reinforced learning algorithms.
Chang LiuRenqing LuosangXing YaoLetian SuPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- learning algorithm
- manufacturing environment
- wafer fabrication
- manufacturing systems
- shop floor
- production planning
- active learning
- material handling
- machine learning
- scheduling problem
- flexible manufacturing systems
- round robin
- decision support
- machine learning algorithms
- scheduling algorithm
- training data
- intelligent decision making
- learning process
- supervised learning
- learning problems
- back propagation
- information systems
- manufacturing industry
- real time database systems
- resource allocation
- learning scheme
- semiconductor manufacturing
- decision tree learning
- intelligent systems
- decision trees
- expert systems
- deep architectures
- parallel processors
- fully unsupervised
- labeled data
- process planning
- efficient learning
- training samples
- parallel machines
- learning models
- petri net