Overfitting by PSO trained feedforward neural networks.
Andrich B. van WykAndries P. EngelbrechtPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- feedforward neural networks
- multilayer perceptron
- backpropagation algorithm
- multi layer perceptron
- neural network
- back propagation
- particle swarm optimization pso
- particle swarm optimization
- recurrent neural networks
- hidden layer
- error function
- artificial neural networks
- extreme learning machine
- bp neural network
- pso algorithm
- decision trees
- activation function
- cross validation
- neural network model
- optimization algorithm
- global optimization
- radial basis function
- training algorithm
- training process
- simulated annealing
- data sets
- feed forward
- pattern recognition
- artificial intelligence
- machine learning
- small number