Hybrid structure based on previous knowledge and GA to search the ideal neurons quantity for the hidden layer of MLP - Application in the cold rolling process.
Fabricio R. BittencoutLuis Enrique ZáratePublished in: Appl. Soft Comput. (2011)
Keyphrases
- hidden layer
- multilayer perceptron
- neural network
- activation function
- back propagation
- artificial neural networks
- radial basis function
- neural network structure
- feed forward
- rbf neural network
- output layer
- genetic algorithm ga
- recurrent neural networks
- connection weights
- genetic algorithm
- learning rate
- hidden nodes
- hidden neurons
- feedforward neural networks
- search space
- multi layer perceptron
- receptive fields
- number of hidden layers
- latent variables
- neural network model
- neural nets
- pattern recognition
- fuzzy neural network
- rbf network
- training process
- linear combination
- simulated annealing
- bayesian networks