Fuzzy Identification of Nonlinear Dynamic System Based on Input Variable Selection and Particle Swarm Optimization Parameter Optimization.
Jinfeng LvFucai LiuYaxue RenPublished in: IEEE Access (2020)
Keyphrases
- variable selection
- parameter optimization
- particle swarm optimization
- differential evolution
- input variables
- nonlinear dynamics
- cross validation
- pid controller
- genetic algorithm
- genetic algorithm ga
- high dimensional
- pso algorithm
- hyperparameters
- fuzzy sets
- membership functions
- fuzzy rules
- neural network
- model selection
- dimension reduction
- fuzzy logic
- feature selection
- global optimization
- multi objective
- particle swarm optimization pso
- parameter estimation
- parameter settings
- dynamical systems
- fuzzy clustering
- optimization algorithm
- input data
- artificial neural networks
- data sets
- principal component analysis
- fitness function
- evolutionary algorithm
- search space
- search algorithm
- image processing
- support vector machine svm