Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning.
Luis Javier HerreraHéctor PomaresIgnacio RojasJesús GonzálezOlga ValenzuelaPublished in: MICAI (2004)
Keyphrases
- function approximation
- parameter tuning
- fuzzy systems
- rule base
- reinforcement learning
- taylor series expansion
- rule sets
- fuzzy rules
- evolutionary computation
- neural network
- computational intelligence
- radial basis function
- soft computing
- takagi sugeno
- nonlinear systems
- learning tasks
- fuzzy model
- association rules
- parameter settings
- fuzzy logic
- artificial neural networks
- fuzzy control
- knowledge discovery
- evolutionary algorithm
- fuzzy controller
- fuzzy logic controller
- image processing
- basis functions
- power system
- data analysis
- decision trees