Exact inversion of TSK fuzzy systems with linear consequents

Araştırma sonucu: ???type-name???Konferans katkısıbilirkişi

4 Atıf (Scopus)

Özet

In literature, there is no exact inversion method for TSK fuzzy systems with linear consequents. In this study, an analytical method is proposed for the exact inversion of TSK fuzzy systems with linear consequents of which input variables are described using strong triangular partitions. When strong triangular partitions are used, the universes of discourse of input variables are divided into specific regions. In the proposed method, linear equations of triangular membership functions of inversion variable and the rule consequents are directly used in the analytical formulation of TSK fuzzy system output. In this way, the output of the TSK fuzzy system can be expressed in a unique quadratic form in terms of the inversion variable for any region where only the parameters of the appropriate equations of triangular membership functions are embedded. Thus, the inverse solution is easily obtained for any region by using explicit solution of the quadratic equation. An illustrative example has been given to validate the proposed method.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığı2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013
YayınlayanIEEE Computer Society
ISBN (Basılı)9781479904310
DOI'lar
Yayın durumuYayınlandı - 2013
Etkinlik2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013 - Sarajevo, Bosnia and Herzegovina
Süre: 30 Eki 20131 Kas 2013

Yayın serisi

Adı2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013

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

???event.eventtypes.event.conference???2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013
Ülke/BölgeBosnia and Herzegovina
ŞehirSarajevo
Periyot30/10/131/11/13

Parmak izi

Exact inversion of TSK fuzzy systems with linear consequents' araştırma başlıklarına git. Birlikte benzersiz bir parmak izi oluştururlar.

Alıntı Yap