Using k-means for clustering in complex automotive production systems to support a Q-learning-system.
Andre DöringWilhelm DangelmaierChristoph DannePublished in: IEEE ICCI (2007)
Keyphrases
- production system
- k means
- clustering algorithm
- clustering method
- data clustering
- multistage
- hierarchical clustering
- multiprocessor architecture
- spectral clustering
- production process
- unsupervised clustering
- cluster analysis
- markov decision
- reinforcement learning
- production rules
- constrained clustering
- clustering approaches
- self organizing maps
- fuzzy k means
- agglomerative hierarchical clustering
- clustering analysis
- control structure
- state space
- text clustering
- expert systems
- clustering framework
- fuzzy clustering algorithm
- complex environments
- document clustering
- certainty factor
- artificial intelligence