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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Autor Corporativo: | |
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Otros Autores: | , , |
Formato: | eBook |
Lenguaje: | English |
Publicado: |
New York, NY
Springer New York
2013.
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Colección: | Studies in Fuzziness and Soft Computing
301 |
Materias: | |
Acceso en línea: | Click here to view the full text content |
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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. |
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Descripción Física: | 1 online resource (X, 262 pages) 103 illustration, 41 illustration in colour. |
ISBN: | 9781461466666 |
ISSN: | 1434-9922 |