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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Dades bibliogràfiques
Autor principal: Sadeghian, Alireza
Altres autors: Mendel, Jerry M. (Director editorial), Tahayori, Hooman (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: New York, NY : Springer New York [20..].
Cham : Springer Nature
Edició:1st ed. 2013.
Col·lecció:Studies in Fuzziness and Soft Computing 301
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Nota: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Advances in Type-2 Fuzzy Sets and Systems, Texte imprimé, 9781461466659
• Advances in Type-2 Fuzzy Sets and Systems, Texte imprimé, 9781489999986
• Advances in Type-2 Fuzzy Sets and Systems, Texte imprimé, 9781461466673
Descripció
Sumari: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
Descripció de l’ítem:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9781461466666
ISSN:1860-0808
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