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Issue:
Modelling of Nonlinear System Based on Wavelet Neural Network Identifier
Author(s):
LIU Xia
,
LIU Tienan
Pages:
22
-
24
Year:
2004
Issue:
2
Journal:
TECHNIQUES OF AUTOMATION AND APPLICATIONS
Keyword:
小波变换
;
神经网络
;
小波神经网络
;
最小二乘法
;
预报误差算法
;
Abstract:
研究了用小波神经网络对非线性系统进行建模问题.提出了用带遗忘因子的最小二乘法训练网络的权值,利用递推预报误差算法训练伸缩因子和平移因子的交互辩识算法.仿真结果证明了算法的有效性.
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