Studies in Fuzziness and Soft Computing: Theory and Applications

Sadeghian, Alireza; Mendel, Jerry M; Tahayori, Hooman

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.

Details

Published by: Springer

Publication Date: 2015-07-08

Format: Paperback

ISBN-13: 9781489999986

DOI: 10.1007/978-1-4614-6666-6

Dimensions: 235cm x155cm

Pages: 262