A comprehensive review on type 2 fuzzy logic applications: Past, present and future. (October 2020)

• Record Type: Journal Article
• Authors: Mittal, Kanika; Jain, Amita; Vaisla, Kunwar Singh; Castillo, Oscar; Kacprzyk, Janusz
• Is Part Of: Engineering applications of artificial intelligence. Volume 95(2020)
• Publication Date: 2020-10
• Subjects: Type-2 fuzzy logic (T2FL) -- Type-2 fuzzy logic system (T2FLS) -- Interval type-2 fuzzy logic system (IT2FLS) -- Fuzzy Logic Controllers (FLC) -- Fuzzy sets (FS) -- Classification -- Pattern recognition -- Intelligent control; Engineering -- Data processing -- Periodicals; Artificial intelligence -- Periodicals; Expert systems (Computer science) -- Periodicals; Ingénierie -- Informatique -- Périodiques; Intelligence artificielle -- Périodiques; Systèmes experts (Informatique) -- Périodiques; Artificial intelligence; Engineering -- Data processing; Expert systems (Computer science); Periodicals; 620.00285
• DOI: 10.1016/j.engappai.2020.103916
• Languages: English
• ISSNs: 0952-1976

Abstract

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.