Separable Nonlinear Least-Squares Parameter Estimation for Complex Dynamic Systems.
Itai DattnerHarold J. ShipEberhard O. VoitPublished in: Complex. (2020)
Keyphrases
- parameter estimation
- dynamic systems
- complex systems
- least squares
- nonlinear least squares
- markov random field
- maximum likelihood
- parameter estimation algorithm
- consistency based diagnosis
- model selection
- em algorithm
- dynamical systems
- qualitative models
- expectation maximization
- model based diagnosis
- trust region
- maximum likelihood estimation
- levenberg marquardt
- particle filter
- multi agent systems
- image processing
- state estimation
- machine learning
- control system
- motion parameters
- optimal solution
- k means