A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns.
Georgios SermpinisKonstantinos A. TheofilatosAndreas S. KarathanasopoulosEfstratios F. GeorgopoulosChristian L. DunisPublished in: EANN (2012)
Keyphrases
- exchange rate
- radial basis function
- neural network
- particle swarm optimization
- rbf network
- rbf neural network
- artificial neural networks
- multilayer perceptron
- foreign exchange
- multi layer perceptron
- hidden layer
- activation function
- basis functions
- multi objective
- radial basis
- support vector machine svm
- stock price
- support vector
- genetic algorithm
- mackey glass
- currency exchange
- median m type
- back propagation
- feed forward neural networks
- long run
- mlp neural networks
- neural network model
- differential evolution
- data sets
- orthogonal least squares
- learning algorithm
- image processing
- pattern recognition
- chaotic time series
- fuzzy logic
- feed forward
- training algorithm
- neural nets