Optimal spatial sampling scheme for parameter estimation of nonlinear distributed parameter systems.
Jorge E. AlañaConstantinos TheodoropoulosPublished in: Comput. Chem. Eng. (2012)
Keyphrases
- parameter estimation
- distributed systems
- parameter values
- maximum likelihood
- model selection
- statistical models
- least squares
- parameter estimates
- em algorithm
- parameters estimation
- markov random field
- random fields
- expectation maximization
- parameter estimation algorithm
- dynamic programming
- state space
- dynamic model
- maximum likelihood estimation
- structure learning
- bayesian model selection
- experimental data
- gibbs sampling
- likelihood function
- spatial information
- higher order
- probability distribution