Data-driven based 3-D fuzzy logic controller design using nearest neighborhood clustering and linear support vector regression.
Xianxia ZhangYe JiangTao ZouChenkun QiGuitao CaoPublished in: FUZZ-IEEE (2011)
Keyphrases
- support vector regression
- controller design
- data driven
- fuzzy logic
- control system
- fuzzy logic controller
- nearest neighborhood
- nonlinear systems
- regression model
- hybrid model
- support vector classification
- control scheme
- clustering algorithm
- kernel function
- support vector
- support vector machine svm
- neural network
- soft computing
- support vector machine
- decision making
- fuzzy sets
- data points
- control strategies
- dynamic model
- linear model
- fuzzy inference system
- artificial intelligence
- genetic algorithm
- control strategy
- membership functions
- fuzzy controller
- fuzzy control
- computational intelligence
- nearest neighbor
- optimal parameters
- expert systems
- evolutionary algorithm
- fuzzy clustering
- real time
- rough sets