a Record control number S0016003213001658

a Original cataloging agency NEU GrandLibrary

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

a Classification number TK5101

b Item number .T97 2013

a Personal name Abiyev, Rahib H.,

a Title A type-2 fuzzy wavelet neural network for system identification and control.

h Medium Electronic Document

c Statement of responsibility, etc Rahib H. Abiyev.

b Name of publisher, distributor, etc Elsevier Ltd.

c Date of publication, distribution, etc 2013.

a Summary, etc This paper proposes a novel, type-2 fuzzy wavelet neural network (type-2 FWNN) structure that combines the advantages of type-2 fuzzy systems and wavelet neural networks for identification and control of nonlinear uncertain systems. The proposed network is constructed on the base of a set of fuzzy rules that includes type-2 fuzzy sets in the antecedent part and wavelet functions in the consequent part. For structure identification, a fuzzy clustering algorithm is implemented to generate the rules automatically and for parameter identification the gradient learning algorithm is used. The effectiveness of the proposed system is evaluated for identification and control problems of time-invariant and time-varying systems. The results obtained are compared with those obtained by the use of type-1 FWNN based systems and other similar studies.

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 Personal name Kayacan, Erdal.

a Personal name Kaynak, Okyay.

a Main entry heading In Journal of the Franklin Institute

x International Standard Serial Number 00160032

g Relationship information Sep2013, Vol. 350 Issue 7, p1658-1685.

h Physical description 28p.

u Uniform Resource Identifier http://library.neu.edu.tr:2048/login?url=http://dx.doi.org/10.1016/j.jfranklin.2013.04.020