Back to Search Start Over

A comprehensive review on type 2 fuzzy logic applications: Past, present and future.

Authors :
Mittal, Kanika
Jain, Amita
Vaisla, Kunwar Singh
Castillo, Oscar
Kacprzyk, Janusz
Source :
Engineering Applications of Artificial Intelligence. Oct2020, Vol. 95, pN.PAG-N.PAG. 1p. 3 Charts.
Publication Year :
2020

Abstract

In this paper a concise overview of the work that has been done by various researchers in the area of type-2 fuzzy logic is analyzed and discussed. Type-2 fuzzy systems have been widely applied in the fields of intelligent control, pattern recognition and classification, among others. The overview mainly focuses on past, present and future trends of type-2 fuzzy logic applications. Of utmost importance is the last part, outlining possible areas of applied research in type-2 FL in the future. The major contribution of the paper is briefing of the most relevant work in the area of type-2 fuzzy logic, including its theoretical and practical implications. As well as envisioning possible future works and trends in this area of research. We believe that this paper will provide a good platform for people interested in this area for their future research work. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09521976
Volume :
95
Database :
Academic Search Index
Journal :
Engineering Applications of Artificial Intelligence
Publication Type :
Academic Journal
Accession number :
145651814
Full Text :
https://doi.org/10.1016/j.engappai.2020.103916