Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization.
Georgios SermpinisKonstantinos A. TheofilatosAndreas S. KarathanasopoulosEfstratios F. GeorgopoulosChristian L. DunisPublished in: Eur. J. Oper. Res. (2013)
Keyphrases
- foreign exchange
- radial basis function
- neural network
- particle swarm optimization
- exchange rate
- multilayer perceptron
- rbf neural network
- artificial neural networks
- rbf network
- early warning
- activation function
- multi layer perceptron
- hidden layer
- generalization capabilities
- mackey glass
- radial basis function neural network
- stock market
- pso algorithm
- support vector
- basis functions
- back propagation
- function approximation
- pattern recognition
- support vector machine svm
- neural nets
- compactly supported
- support vector machine
- rbfnn
- long term
- orthogonal least squares
- feed forward
- decision making
- multi objective
- fault diagnosis
- differential evolution
- recurrent neural networks
- particle swarm optimization pso
- data sets