Generating interpretable Mamdani-type fuzzy rules using a neuro-fuzzy system based on radial basis functions.
Diego G. RodriguesGabriel MouraCarlos Magno Couto JacintoPaulo José de Freitas FilhoMauro RoisenbergPublished in: FUZZ-IEEE (2014)
Keyphrases
- fuzzy rules
- radial basis function
- membership functions
- fuzzy reasoning
- fuzzy inference system
- neuro fuzzy systems
- neuro fuzzy
- fuzzy systems
- classification rules
- rule base
- fuzzy sets
- fuzzy logic
- fuzzy inference
- fuzzy membership functions
- fuzzy rule based systems
- fuzzy classifier
- fuzzy neural network
- fuzzy modeling
- rbf neural network
- artificial neural networks
- fuzzy model
- rule sets
- fuzzy control
- multilayer perceptron
- neural network
- genetic optimization
- fuzzy logic controller
- basis functions
- fuzzy if then rules
- support vector machine svm
- fuzzy controller
- support vector
- radial basis function neural network
- support vector machine
- nonlinear systems
- activation function
- hidden layer
- takagi sugeno
- dynamic programming
- control system
- fuzzy decision trees
- learning algorithm