Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems.
Ziga LuksicJovan TanevskiSaso DzeroskiLjupco TodorovskiPublished in: CoRR (2019)
Keyphrases
- parameter estimation
- dynamical systems
- metamodel
- maximum likelihood
- model selection
- least squares
- markov random field
- em algorithm
- parameter estimation algorithm
- statistical models
- dynamic systems
- random fields
- reference model
- databases
- design patterns
- probabilistic model
- approximate inference
- nonlinear dynamical systems
- state space
- life cycle
- search algorithm
- image processing