a Record control number WOS:000261799000006

a ISBN 978--1--4244-2224--1

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number TJ211

b Item number .I34 2008

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Identification and Control of Dynamic Plants Using Fuzzy Wavelet Neural Networks

c Statement of responsibility, etc Rahib H. Abiyev, Okyay Kaynak.

b Name of publisher, distributor, etc IEEE,

c Date of publication, distribution, etc 2008.

a Summary, etc This paper presents a Fuzzy Wavelet Neural Network (FWNN) for identification and control of a dynamic plant. The FWNN is constructed on the basis of fuzzy rules that incorporate wavelet functions in their consequent parts. The architecture of the control system is presented and the parameter update rules of the system are derived. Learning rules are based on the gradient decent method and Genetic Algorithm (GA). The structure is tested for the identification and the control of the dynamic plants commonly used in the literature. It is shown that the proposed structure results in a better performance despite its smaller parameter space.

a Topical term or geographic name as entry element Adaptive control systems

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Main entry heading Proceedings of the 2008 IEEE international symposium on intelligent control

g Relationship information 2008, p31-37