a Record control number WOS:000280591600006

a ISSN 1098-7576

a Original cataloging agency NEU GrandLibrary

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

a Classification number TK5105.5

b Item number .I34 2009

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Identification and Control of Time-Varying Plants Using Type-2 Fuzzy Neural System

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

b Name of publisher, distributor, etc IEEE,

c Date of publication, distribution, etc 2009.

a Summary, etc In this paper the identification and control of dynamic plants using type-2 TSK fuzzy neural system (FNS) is considered. The systems constructed on the base of type-1 fuzzy systems cannot directly handle the uncertainties associated with information or data in the knowledge base of the process. One possible way to alleviate the problem is to resort to the use of type-2 fuzzy systems. In this paper, a type-2 TSK fuzzy neural system (FNS), is proposed and its gradient learning algorithm is derived. Its performance for identification and control of time-varying plants is evaluated and compared with other approaches seen in the literature; the time-varying nature of the plants being handled as uncertainties in the plant coefficients which can be described by type-2 fuzzy sets.

a Topical term or geographic name as entry element Network

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 IJCNN: 2009 international joint conference on neural networks, vols 1- 6

g Relationship information 2009, p36-42

x International Standard Serial Number 10987576