Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications (Hardcover, 2013 ed.)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Studies in Fuzziness and Soft Computing, 301
Release date:	June 2013
First published:	2013
Editors:	Alireza Sadeghian • Jerry M. Mendel • Hooman Tahayori
Dimensions:	235 x 155 x 21mm (L x W x T)
Format:	Hardcover
Pages:	262
Edition:	2013 ed.
ISBN-13:	978-1-4614-6665-9
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
LSN:	1-4614-6665-2
Barcode:	9781461466659

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