Variable selection of high-dimensional non-parametric nonlinear systems: A way to avoid the curse of dimensionality.
Er-Wei BaiChangmin ChengWen-Xiao ZhaoHan-Fu ChenPublished in: CDC (2017)
Keyphrases
- variable selection
- nonlinear systems
- high dimensional
- adaptive control
- learning rate
- fuzzy model
- control law
- cross validation
- dimension reduction
- fuzzy controller
- fuzzy control
- low dimensional
- fuzzy systems
- adaptive neural control
- model selection
- nearest neighbor
- dimensionality reduction
- high dimensionality
- neural network
- high dimensional data
- data points
- learning algorithm
- dynamic environments
- mobile robot
- feature selection
- input output
- fuzzy clustering
- least squares
- convergence speed
- artificial neural networks
- gaussian process
- feature space
- pattern recognition