A similarity-based learning algorithm for fuzzy system identification with a two-layer optimization scheme.
Shin-Jye LeeXiao-Jun ZengPublished in: FUZZ-IEEE (2012)
Keyphrases
- optimization scheme
- learning algorithm
- fuzzy sets
- training data
- fuzzy logic
- membership functions
- input output
- machine learning
- fuzzy set theory
- learning scheme
- electric load
- soft computing
- back propagation
- machine learning algorithms
- training examples
- fuzzy clustering
- fuzzy rules
- generalization ability
- multi layer
- linear interpolation
- application layer
- learning process
- reinforcement learning
- nonlinear dynamics
- supervised learning
- sample complexity
- fuzzy numbers
- generalization error
- recurrent neural networks