The Study of Prediction Model Based on Morlet Wavelet Neural Network
Wavelet Neural Network (WNN) is a new form of neural network combined with the wavelet theory and artificial neural network.The wavelet neural network model based on Morlet wavelet and the corresponding learning algorithm were studied in this paper.And through learning the wavelet neural network model is applied to all kinds of engineering examples,it proved that the wavelet neural network prediction model which has a more flexible and efficient function approximation ability and strong fault tolerance,and with high predicting precision.
wavelet transform neural network wavelet neural network prediction model
Huizhen Yang Wenguang Zhao Wei Chen Xuquan Chen
School of Civil Engineering & Mechanics, Huazhong University of Science & Technology,Wuhan 430074, China
国际会议
台湾
英文
4847-4851
2011-12-11(万方平台首次上网日期,不代表论文的发表时间)