Parameter estimation of nonlinear models in biochemistry: a comparative study on optimization methods.
Necmettin YildirimFatih AkçayHüseyin OkurDerya YildirimPublished in: Appl. Math. Comput. (2003)
Keyphrases
- parameter estimation
- optimization methods
- nonlinear models
- statistical models
- maximum likelihood
- least squares
- optimization method
- linear model
- model selection
- simulated annealing
- optimization problems
- linear models
- em algorithm
- markov random field
- logistic regression
- expectation maximization
- parameter estimation algorithm
- approximate inference
- control law
- neural network
- metaheuristic
- maximum a posteriori
- evolutionary algorithm