a Record control number WOS:000258223900030

a ISSN 0278-0046

a Original cataloging agency NEU GrandLibrary

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

a Classification number TJ217

b Item number .F89 2008

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Fuzzy wavelet neural networks for identification and control of dynamic plants - A novel structure and a comparative study

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

b Name of publisher, distributor, etc IEEE

c Date of publication, distribution, etc 2008.

a Summary, etc One of the main problems for effective control of an uncertain system is the creation of the proper knowledge base for the control system. In this paper, the integration of fuzzy-set theory and-wavelet neural networks (WNNs) is proposed to alleviate the problem. The proposed fuzzy WNN is constructed on the base of a set of fuzzy rules. Each rule includes a wavelet function in the consequent part of the rule. The parameter update rules of the system are derived based on the gradient descent method. The structure is tested for the identification and the control of the dynamic plants commonly used in the literature. It is seen 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 IEEE transactions on industrial electronics

g Relationship information Aug2008, Vol. 55 Issue 8 p.3133-3140

x International Standard Serial Number 02780046

u Uniform Resource Identifier http://library.neu.edu.tr:2048/login?url=http://dx.doi.org/10.1109/TIE.2008.924018