Advances in type-2 fuzzy sets and systems : theory and applications /

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 alg...

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Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Mendel, Jerry M., Tahayori, Hooman, Sadeghian, Alireza
Formato: eBook
Lenguaje:English
Publicado: New York, NY Springer New York 2013.
Colección:Studies in Fuzziness and Soft Computing 301
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Descripción
Sumario: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.
Descripción Física:1 online resource (X, 262 pages) 103 illustration, 41 illustration in colour.
ISBN:9781461466666
ISSN:1434-9922