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Modelling and simulation with neural and fuzzy-neural networks of switched circuits


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dc.contributor.author Demir, Yakup
dc.contributor.author Uçar, Ayşegül
dc.date.accessioned 2016-10-28T08:18:07Z
dc.date.available 2016-10-28T08:18:07Z
dc.date.issued 2003-01-01
dc.identifier.citation Demir, Y. ve Uçar, A. (2003). Modelling and simulation with neural and fuzzy-neural networks of switched circuits. COMPEL-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 22(2), 253-272. tr_TR
dc.identifier.uri http://hdl.handle.net/11508/8916
dc.description.abstract Recently, the modelling and simulation of switched systems containing new nonlinear components in electronics and power electronics industry have gained importance. In this paper, both feed‐forward artificial neural networks (ANN) and adaptive network‐based fuzzy inference systems (ANFIS) have been applied to switched circuits and systems. Then their performances have been compared in this contribution by developed simulation programs. It has been shown that ANFIS require less training time and offer better performance than those of ANN. In addition, ANFIS using “clustering algorithm” to generate the rules and the numbers of membership functions gives a smaller number of parameters, better performance and less training time than those of ANFIS using “grid partition” to generate the rules. The work not only demonstrates the advantage of the ANFIS architecture using clustering algorithm but also highlights the advantages of the architecture for hardware realizations. tr_TR
dc.language.iso İngilizce tr_TR
dc.rights info:eu-repo/semantics/openAccess tr_TR
dc.subject Fırat Üniversitesi Kütüphanesi::TEKNOLOJİ tr_TR
dc.subject.ddc Artificial neural networks tr_TR
dc.subject.ddc Electrical circuits tr_TR
dc.subject.ddc Simulation tr_TR
dc.subject.ddc Non‐linear analysis tr_TR
dc.subject.ddc Fuzzy logics tr_TR
dc.title Modelling and simulation with neural and fuzzy-neural networks of switched circuits tr_TR
dc.type Makale - Bilimsel Dergi Makalesi - Çok Yazarlı tr_TR
dc.contributor.YOKID TR12160 tr_TR
dc.contributor.YOKID TR24225 tr_TR
dc.relation.journal COMPEL-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering tr_TR
dc.identifier.volume 22 tr_TR
dc.identifier.issue 2 tr_TR
dc.identifier.pages 253;272
dc.identifier.doi 10.1108/03321640310459199
dc.published.type Uluslararası tr_TR


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University of Fırat
23119
Elazığ-Merkez
TURKEY