Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies.
Radoslav PaulenMario Eduardo VillanuevaBenoît ChachuatPublished in: IMA J. Math. Control. Inf. (2016)
Keyphrases
- parameter estimation
- high order
- dynamic systems
- markov random field
- higher order
- complex systems
- least squares
- maximum likelihood
- consistency based diagnosis
- model selection
- qualitative reasoning
- discrete event
- low order
- dynamical systems
- random fields
- state estimation
- pairwise
- model fitting
- em algorithm
- expectation maximization
- structure learning
- lower order
- parameter estimation algorithm
- estimation problems
- parameter estimates
- markov models
- partial differential equations
- probabilistic model
- tensor analysis
- computer vision