The Study of Prediction Model Based on Morlet Wavelet Neural Network

摘要：

　　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.

关键词： wavelet transform neural network wavelet neural network prediction model

作者: Huizhen Yang Wenguang Zhao Wei Chen Xuquan Chen

作者单位: School of Civil Engineering & Mechanics, Huazhong University of Science & Technology,Wuhan 430074, China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 4847-4851

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）