Local Polynomial Wavelet Neural Network with a Nonlinear Structured Parameter Optimization Method.
Garba InoussaHui PengZhi-Cheng YeUsman BabawuroSamaila UmaruPublished in: J. Inf. Sci. Eng. (2014)
Keyphrases
- optimization method
- wavelet neural network
- nonlinear functions
- optimization algorithm
- genetic algorithm
- optimization methods
- global optimum
- differential evolution
- prediction model
- particle swarm
- evolutionary algorithm
- simulated annealing
- wavelet analysis
- convergence rate
- particle swarm optimization algorithm
- learning rate
- function approximation
- rbf neural network
- adaptive learning
- rbf network
- metaheuristic
- neural network
- support vector regression
- transfer function
- input output
- bp neural network
- feed forward neural networks
- faster convergence
- multi objective
- generalization ability
- convergence speed
- activation function
- nonlinear systems
- multiresolution
- training algorithm
- levenberg marquardt
- chaotic systems