Optimization of Multiple Input Single Output Fuzzy Membership Functions Using Clonal Selection Algorithm

Basit Öğe Kaydı
dc.contributor.authorAcılar, Ayşe Merve
dc.contributor.authorArslan, Ahmet
dc.date.accessioned2020-03-26T17:27:23Z
dc.date.available2020-03-26T17:27:23Z
dc.date.issued2008
dc.departmentSelçuk Üniversitesien_US
dc.description8th WSEAS International Conference on Applied Computer Science (ACS 08) -- NOV 21-23, 2008 -- Venice, ITALYen_US
dc.description.abstractA clonal selection algorithm (CLONALG) inspires from Clonal Selection Principle used to explain the basic features of an adaptive immune response to an antigenic Stimulus. In this study, a new method is proposed for optimization of the Multiple Input Single Output (MISO) fuzzy membership functions using CLONALG. The most appropriate placement of membership functions with respect to fuzzy variables can be determined using our method for a fuzzy system whose rules table and shape of membership functions were given previously. Also, how the membership functions compute as a parameter optimization problem using CLONALG is descried for MISO fuzzy system on an illustrative example.en_US
dc.description.sponsorshipWSEASen_US
dc.description.sponsorshipTUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK)en_US
dc.description.sponsorshipThe authors acknowledge the support of this study provided by Selcuk University Scientific Research Projects. The authors have also thanked to TUBITAK for their support of this study.en_US
dc.identifier.endpage+en_US
dc.identifier.isbn978-960-474-028-4
dc.identifier.issn1790-5109en_US
dc.identifier.startpage49en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/22551
dc.identifier.wosWOS:000264170900006en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherWORLD SCIENTIFIC AND ENGINEERING ACAD AND SOCen_US
dc.relation.ispartofPROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED COMPUTER SCIENCE (ACS'08): RECENT ADVANCES ON APPLIED COMPUTER SCIENCEen_US
dc.relation.ispartofseriesRecent Advances in Computer Engineering
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectMultiple Input Single Output Fuzzy Membership Functionsen_US
dc.subjectOptimizationen_US
dc.subjectClonal Selection Algorithmen_US
dc.titleOptimization of Multiple Input Single Output Fuzzy Membership Functions Using Clonal Selection Algorithmen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu