Using a Genetic Algorithm to Select Parameters for a Neural Network That Predicts Aflatoxin Contamination in Peanuts.
C. E. HendersonWalter D. PotterRonald W. McClendonGerrit HoogenboomPublished in: IEA/AIE (Vol. 1) (1998)
Keyphrases
- genetic algorithm
- neural network
- artificial neural networks
- maximum likelihood
- neural network model
- neural network is trained
- back propagation
- optimal parameters
- sigmoid function
- pattern recognition
- parameter estimation
- parameter optimization
- fitness function
- activation function
- recurrent neural networks
- hybrid ga
- highly non linear
- evolutionary strategy
- population size
- nonlinear functions
- input parameters
- parameter settings
- bp neural network
- prediction model
- multi objective
- multilayer perceptron
- hybrid algorithm
- expert systems
- tabu search
- metaheuristic
- expectation maximization
- particle swarm optimization
- evolutionary algorithm
- genetic programming
- fuzzy logic