Advances In Type-2 Fuzzy Sets And Systems: Theory And Applications (Studies In Fuzziness And Soft Computing, 301)

This book explores recent developments in the theoretical foundations and novel applications of general and interval type-2 fuzzy sets and systems, including: algebraic properties of type-2 fuzzy sets, geometric-based definition of type-2 fuzzy set operators, generalizations of the continuous KM algorithm, adaptiveness and novelty of interval type-2 fuzzy logic controllers, relations between conceptual spaces and type-2 fuzzy sets, type-2 fuzzy logic systems versus perceptual computers; modeling human perception of real world concepts with type-2 fuzzy sets, different methods for generating membership functions of interval and general type-2 fuzzy sets, and applications of interval type-2 fuzzy sets to control, machine tooling, image processing and diet. The applications demonstrate the appropriateness of using type-2 fuzzy sets and systems in real world problems that are characterized by different degrees of uncertainty.

• • Author: Alireza Sadeghian, Jerry M Mendel, Hooman Tahayori
• • Publisher: Springer
• • Publication Date: Jul 08, 2015
• • Number of Pages: 272 pages
• • Language: English
• • Binding: Paperback
• • ISBN-10: 1489999981
• • ISBN-13: 9781489999986