%0 Journal Article
%T Wavelet Neural Network for Function Learning
一种用于函数学习的小波神经网络
%A L
%A
吕柏权
%A 李天铎
%A 吕崇德
%A 刘兆辉
%J 自动化学报
%D 1998
%I
%X In identification of nonlinear system,the network inputs usually are multivariab les.The approach using wavelets alone to resolve the problem is complex.Therefore,the paper establishes a new network method by combining neural network and wav elet characteristics to handle the multivariable problem simply and effectively. This paper also gives the mathematical verification that the network can approxi mate any kind of functions.The simulation results of an examkple indicate the validity of the method.
%K Parameters identification
%K wavelet network
%K BP neural network
参数辨识
%K 函数学习
%K 小波分析
%K 神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=CD4AC1377A657419&yid=8CAA3A429E3EA654&vid=B91E8C6D6FE990DB&iid=E158A972A605785F&sid=E5D85F291CED2DA6&eid=CEFF71AEB051114C&journal_id=0254-4156&journal_name=自动化学报&referenced_num=8&reference_num=4