An inversion method for interval type-2 fuzzy logic systems

Tufan Kumbasar*, Ibrahim Eksin, Mujde Guzelkaya, Engin Yesil

*Bu çalışma için yazışmadan sorumlu yazar

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3 Atıf (Scopus)

Özet

It is a known fact that type-2 fuzzy sets can represent highly nonlinear and/or uncertain systems much better than ordinary (type-1) fuzzy logic systems. Lately, interval type-2 fuzzy logic system inversion methods have been proposed and applied in various areas especially in control system design. In this study, an analytical methodology has been developed to form the inverse of the interval type-2 fuzzy models composed of four rules. However, since the interval type-2 fuzzy logic system output can not be presented in a closed form an iterative algorithm is proposed based on the developed analytical methodology. In order to demonstrate the feasibility of the proposed methodology, an illustrative study is given where the beneficial sides are shown clearly.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11
Sayfalar760-765
Sayfa sayısı6
DOI'lar
Yayın durumuYayınlandı - 2011
Etkinlik2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11 - Cordoba, Spain
Süre: 22 Kas 201124 Kas 2011

Yayın serisi

AdıInternational Conference on Intelligent Systems Design and Applications, ISDA
ISSN (Basılı)2164-7143
ISSN (Elektronik)2164-7151

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???event.eventtypes.event.conference???2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11
Ülke/BölgeSpain
ŞehirCordoba
Periyot22/11/1124/11/11

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