Toward global optimization of neural networks: A comparison of the genetic algorithm and backpropagation.
Randall S. SextonRobert E. DorseyJohn D. JohnsonPublished in: Decis. Support Syst. (1998)
Keyphrases
- differential evolution
- global optimization
- back propagation
- genetic algorithm
- neural network
- particle swarm optimization
- artificial neural networks
- feed forward
- pso algorithm
- fuzzy logic
- bp algorithm
- training algorithm
- optimization method
- multilayer perceptron
- hybrid algorithm
- neural nets
- multi objective
- hidden layer
- ant colony algorithm
- feedforward neural networks
- backpropagation neural networks
- feed forward neural networks
- backpropagation algorithm
- bp neural network
- global search
- fitness function
- activation function
- global solution
- trained neural network
- imperialist competitive algorithm
- neural network ensemble
- learning algorithm
- backpropagation neural network
- cascade correlation
- levenberg marquardt
- search capabilities
- connection weights
- multilayer perceptron neural network
- radial basis function neural network
- simulated annealing
- genetic algorithm ga
- neural network model
- competitive learning
- fault diagnosis
- recurrent neural networks
- error back propagation
- support vector machine
- constrained global optimization
- machine learning
- artificial intelligence
- decision making
- image completion
- expert systems
- fuzzy neural network
- back propagation neural network
- network architecture