Fuzzy rule base simplification using multidimensional scaling and constrained optimization.
George E. TsekourasPublished in: Fuzzy Sets Syst. (2016)
Keyphrases
- constrained optimization
- rule base
- multidimensional scaling
- fuzzy rules
- linguistic rules
- membership functions
- fuzzy logic
- fuzzy controller
- fuzzy logic controller
- fuzzy rule bases
- fuzzy sets
- fuzzy rule based systems
- low dimensional
- dimensionality reduction
- fuzzy model
- objective function
- rule sets
- cluster analysis
- euclidean distance
- vector space
- fuzzy modeling
- knowledge base
- principal component analysis
- kernel pca
- neural network
- expert systems
- similarity search
- least squares
- artificial neural networks
- high dimensional
- latent semantic indexing
- preprocessing
- pattern recognition
- support vector
- training data