A hybrid genetic algorithm for efficient parameter estimation of large kinetic models.
Santhoji KatareAditya BhanJames M. CaruthersW. Nicholas DelgassVenkat VenkatasubramanianPublished in: Comput. Chem. Eng. (2004)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- markov random field
- model fitting
- estimation problems
- parameter values
- em algorithm
- expectation maximization
- parameter estimates
- parameter estimation algorithm
- structure learning
- parameters estimation
- gibbs sampling
- posterior distribution
- approximate inference
- parameter learning
- maximum entropy
- parametric models
- data mining
- inductive logic programming
- probabilistic model
- prior knowledge
- image processing