Parameter estimation of nonlinear nitrate prediction model using genetic algorithm.
Rui WuJose T. PainumkalJohn M. VolkSiming LiuSushil J. LouisScott TylerSergiu M. DascaluFrederick C. Harris Jr.Published in: CEC (2017)
Keyphrases
- parameter estimation
- prediction model
- genetic algorithm
- regression model
- maximum likelihood
- model selection
- neural network
- least squares
- markov random field
- random fields
- parameter estimation algorithm
- em algorithm
- statistical models
- model fitting
- fitness function
- predictive model
- response surface methodology
- expectation maximization
- bp neural network
- approximate inference
- fuzzy logic
- parameters estimation
- wavelet neural network
- evolutionary algorithm
- parameter values
- exponential smoothing
- estimation problems
- artificial neural networks
- genetic algorithm ga
- nonlinear functions
- similarity measure
- optimization algorithm
- customer churn
- stepwise regression
- parameter estimates
- ls svm
- optimization method
- particle swarm optimization
- cross validation