Optimal nonlinear dynamic sparse model selection and Bayesian parameter estimation for nonlinear systems.
Samuel AdeyemoDebangsu BhattacharyyaPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- parameter estimation
- model selection
- nonlinear systems
- bayesian model selection
- nonlinear dynamics
- posterior distribution
- cross validation
- marginal likelihood
- hyperparameters
- fuzzy model
- sample size
- maximum likelihood
- adaptive control
- fuzzy systems
- regression model
- fuzzy control
- em algorithm
- learning rate
- fuzzy controller
- approximate inference
- control law
- posterior probability
- least squares
- machine learning
- dynamic programming
- data association
- markov random field
- gaussian process
- fuzzy sets
- tracking error
- feature selection
- rule base
- neural network
- variable selection
- expectation maximization
- dynamical systems
- membership functions
- closed form
- decision trees
- image processing
- optimal control