Local Linear Wavelet Neural Network with Weight Perturbation Technique for Time Series Prediction

The local linear wavelet neural network is an improvement of wavelet network and commonly used learning algorithm is gradient descent method. In this paper, we attempt to predict sunspots using a local linear wavelet neural network and weight perturbation technique like simulated annealing. The simulation results show the effectiveness of the proposed method.