| dc.contributor.author | Yılmaz, Sevcan | |
| dc.contributor.author | Oysal, Yusuf | |
| dc.date.accessioned | 2019-10-21T20:10:54Z | |
| dc.date.available | 2019-10-21T20:10:54Z | |
| dc.date.issued | 2009 | |
| dc.identifier.isbn | 978-1-4244-4735-0 | |
| dc.identifier.issn | 2164-7143 | |
| dc.identifier.uri | https://dx.doi.org/10.1109/ISDA.2009.96 | |
| dc.identifier.uri | https://hdl.handle.net/11421/19951 | |
| dc.description | 9th International Conference on Intelligent Systems Design and Applications -- NOV 30-DEC 02, 2009 -- Univ Pisa, Pisa, ITALY | en_US |
| dc.description | WOS: 000288405800219 | en_US |
| dc.description.abstract | In this paper, a fuzzy wavelet neural network model is proposed for system identification problems. The proposed model is obtained from the traditional Takagi-Sugeno-Kang (TSK) fuzzy system by replacing the consequent part of fuzzy rules with wavelet basis functions that have time-frequency localization properties. We use a radial function of Mexican Hat wavelet in the consequent part of each rule. A fast gradient algorithm based on quasi-Newton methods is used to obtain the optimal values for unknown parameters of the model. Simulation results of some benchmark problems in the literature are also given to illustrate the effectiveness of the model. | en_US |
| dc.description.sponsorship | Machine Intelligence Res Lab (MIR Labs), IEEE Syst, Man & Cybernet Soc (SMCS), Int Fuzzy Syst Assoc (IFSA), European Neural Network Soc, European Soc Fuzzy Log & Technol (EUSFLAT), World Fed Soft Comp | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartofseries | International Conference on Intelligent Systems Design and Applications | |
| dc.relation.isversionof | 10.1109/ISDA.2009.96 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.title | A Fuzzy Wavelet Neural Network Model for System Identification | en_US |
| dc.type | conferenceObject | en_US |
| dc.relation.journal | 2009 9th International Conference On Intelligent Systems Design and Applications | en_US |
| dc.contributor.department | Anadolu Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
| dc.identifier.startpage | 1284 | en_US |
| dc.identifier.endpage | 1289 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.contributor.institutionauthor | Yılmaz, Sevcan | |
| dc.contributor.institutionauthor | Oysal, Yusuf | |
