An inversion method for interval type-2 fuzzy logic systems

Tufan Kumbasar; Ibrahim Eksin; Mujde Guzelkaya; Engin Yesil

doi:10.1109/ISDA.2011.6121748

An inversion method for interval type-2 fuzzy logic systems

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

^*Bu çalışma için yazışmadan sorumlu yazar

Kontrol ve Otomasyon Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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 dil	İngilizce
Ana bilgisayar yayını başlığı	Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11
Sayfalar	760-765
Sayfa sayısı	6
DOI'lar	https://doi.org/10.1109/ISDA.2011.6121748
Yayın durumu	Yayınlandı - 2011
Etkinlik	2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11 - Cordoba, Spain Süre: 22 Kas 2011 → 24 Kas 2011

Yayın serisi

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

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11
Ülke/Bölge	Spain
Şehir	Cordoba
Periyot	22/11/11 → 24/11/11

Belgeye Erişim

10.1109/ISDA.2011.6121748

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Kumbasar, T., Eksin, I., Guzelkaya, M., & Yesil, E. (2011). An inversion method for interval type-2 fuzzy logic systems. In Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11 (pp. 760-765). Makale 6121748 (International Conference on Intelligent Systems Design and Applications, ISDA). https://doi.org/10.1109/ISDA.2011.6121748

@inproceedings{46559a6a548e484ca6ec13a050069d42,

title = "An inversion method for interval type-2 fuzzy logic systems",

abstract = "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.",

keywords = "Interval Type-2 Fuzzy Logic Systems, Inversion, Type-2 Fuzzy Sets",

author = "Tufan Kumbasar and Ibrahim Eksin and Mujde Guzelkaya and Engin Yesil",

year = "2011",

doi = "10.1109/ISDA.2011.6121748",

language = "English",

isbn = "9781457716751",

series = "International Conference on Intelligent Systems Design and Applications, ISDA",

pages = "760--765",

booktitle = "Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11",

note = "2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11 ; Conference date: 22-11-2011 Through 24-11-2011",

}

Kumbasar, T , Eksin, I , Guzelkaya, M & Yesil, E 2011, An inversion method for interval type-2 fuzzy logic systems. in Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11., 6121748, International Conference on Intelligent Systems Design and Applications, ISDA, pp. 760-765, 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, Cordoba, Spain, 22/11/11. https://doi.org/10.1109/ISDA.2011.6121748

An inversion method for interval type-2 fuzzy logic systems. / Kumbasar, Tufan ; Eksin, Ibrahim ; Guzelkaya, Mujde et al.
Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11. 2011. p. 760-765 6121748 (International Conference on Intelligent Systems Design and Applications, ISDA).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - An inversion method for interval type-2 fuzzy logic systems

AU - Kumbasar, Tufan

AU - Eksin, Ibrahim

AU - Guzelkaya, Mujde

AU - Yesil, Engin

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - Interval Type-2 Fuzzy Logic Systems

KW - Inversion

KW - Type-2 Fuzzy Sets

UR - http://www.scopus.com/inward/record.url?scp=84857551020&partnerID=8YFLogxK

U2 - 10.1109/ISDA.2011.6121748

DO - 10.1109/ISDA.2011.6121748

M3 - Conference contribution

AN - SCOPUS:84857551020

SN - 9781457716751

T3 - International Conference on Intelligent Systems Design and Applications, ISDA

SP - 760

EP - 765

BT - Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11

T2 - 2011 11th International Conference on Intelligent Systems Design and Applications, ISDA'11

Y2 - 22 November 2011 through 24 November 2011

ER -

An inversion method for interval type-2 fuzzy logic systems

Özet

Yayın serisi

???event.eventtypes.event.conference???

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap