Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction.
Yu FangKamaladdin FataliyevLipo WangXiuju FuYaoli WangPublished in: IJCNN (2014)
Keyphrases
- wavelet neural network
- stock market prediction
- genetic algorithm
- neural network
- learning rate
- prediction model
- adaptive learning
- convergence rate
- fitness function
- wavelet analysis
- generalization ability
- support vector regression
- multi objective
- simulated annealing
- function approximation
- back propagation
- empirical mode decomposition
- artificial neural networks
- feed forward neural networks
- nonlinear functions
- training algorithm
- particle swarm optimization algorithm
- bp neural network
- genetic algorithm ga
- activation function
- network model
- faster convergence
- input output
- particle swarm optimization