Selecting optimal weighting factors in iPDA for parameter estimation in continuous-time dynamic models.
M. S. VarziriA. A. PoytonK. B. McAuleyP. James McLellanJ. O. RamsayPublished in: Comput. Chem. Eng. (2008)
Keyphrases
- parameter estimation
- dynamic model
- parameter estimates
- weighting factors
- maximum likelihood
- least squares
- model selection
- random fields
- markov random field
- expectation maximization
- em algorithm
- experimental data
- parameter estimation algorithm
- approximate inference
- markov chain
- model fitting
- estimation problems
- dynamic programming
- parameter values
- multiple models
- probability distribution