Parameter estimation in stochastic chemical kinetic models using derivative free optimization and bootstrapping.
Rishi SrivastavaJames B. RawlingsPublished in: Comput. Chem. Eng. (2014)
Keyphrases
- parameter estimation
- derivative free
- random fields
- model selection
- maximum likelihood
- least squares
- em algorithm
- markov random field
- model fitting
- parameter estimation algorithm
- estimation problems
- parameter estimates
- optimization algorithm
- unconstrained optimization
- neural learning
- expectation maximization
- maximum likelihood estimation
- neural network
- structure learning
- video sequences
- feature selection