Advances in Type-2 Fuzzy Sets and Systems: Theory and Applications
Alireza Sadeghian, Jerry Mendel, Hooman Tahayori - Advances in Type-2 Fuzzy Sets and Systems: Theory and Applications
Published: 2013-06-25 | ISBN: 1461466652, 1461466679 | PDF | 262 pages | 4.95 MB
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.