Consistent recursive parameter estimation of partial differential equation models.
Lingzhong GuoStephen A. BillingsDaniel CocaPublished in: Int. J. Control (2009)
Keyphrases
- parameter estimation
- partial differential equations
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- markov random field
- em algorithm
- approximate inference
- model fitting
- parameter estimates
- estimation problems
- anisotropic diffusion
- expectation maximization
- numerical methods
- posterior distribution
- ordinary differential equations
- numerical algorithms
- parameter estimation algorithm
- structure learning
- level set
- probabilistic model
- multiscale
- clustering algorithm
- machine learning