Axiomatic Fuzzy Set Theory and Its Applications

In the age of Machine Intelligence and computerized decision making, we have to deal with subjective imprecision inherently associated with human perception and described in natural language and uncertainty captured in the form of randomness. This treatise develops the fundamentals and methodology o...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Liu, Xiaodong (Autor), Pedrycz, Witold (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Fuzziness and Soft Computing, 244
Temas:
Mathematics.
Artificial intelligence.
Algebra.
Engineering mathematics.
Engineering-Data processing.
Applications of Mathematics.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Required Preliminary Mathematical Knowledge
  • Fundamentals
  • Lattices
  • Methodology and Mathematical Framework of AFS Theory
  • Boolean Matrices and Binary Relations
  • AFS Logic, AFS Structure and Coherence Membership Functions
  • AFS Algebras and Their Representations of Membership Degrees
  • Applications of AFS Theory
  • AFS Fuzzy Rough Sets
  • AFS Topology and Its Applications
  • AFS Formal Concept and AFS Fuzzy Formal Concept Analysis
  • AFS Fuzzy Clustering Analysis
  • AFS Fuzzy Classifiers.

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