RETRACTED ARTICLE: Nonlinear dynamic systems identification based on dynamic wavelet neural units |
| |
Authors: | L Saad Saoud A Khellaf |
| |
Affiliation: | 1. Department of Physics, Faculty of Sciences, University M’hamed Bougara, Boumerdès, Algeria 2. Department of Electronic, Faculty of Engineering, University Ferhat Abbas, Sétif, Algeria
|
| |
Abstract: | In this paper, a dynamic wavelet network (DWN) is proposed and applied to identify black box models of the process. The well-known
delta-rule is extended to the dynamic delta-rule in order to optimize wavelet network parameters. A chemical process was chosen
as a realistic nonlinear system to demonstrate the identification performance. A comparison was made between the approach
presented in this paper and dynamic multi layer perceptron neural networks. |
| |
Keywords: | |
本文献已被 SpringerLink 等数据库收录! |
|