Parameter Estimation for Dynamical Systems Using a Deep Neural Network.
Tamirat Temesgen DuferaYadeta Chimdessa SebokaCarlos Fresneda PortilloPublished in: Appl. Comput. Intell. Soft Comput. (2022)
Keyphrases
- parameter estimation
- dynamical systems
- neural network
- least squares
- markov random field
- statistical models
- dynamic systems
- maximum likelihood
- model selection
- differential equations
- em algorithm
- nonlinear dynamical systems
- phase space
- state space
- parameter estimation algorithm
- linear quadratic
- structure learning
- approximate inference
- expectation maximization
- model fitting
- predictive state representations
- random fields
- radial basis function
- nonlinear dynamics
- qualitative reasoning
- belief revision
- estimation problems
- agent environment
- closed form
- image sequences