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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Bibliografiske detaljer
Auteurs principaux: Liu, Xiaodong, 1963-, Kacprzyk, Janusz, 1947- (Auteur)
Andre forfattere: Pedrycz, Witold, 1953- (Directeur de la publication)
Format: Livre numérique
Sprog:Anglais
Udgivet: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Serier:Studies in Fuzziness and Soft Computing 244
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Edition sous un autre format:• Axiomatic fuzzy set theory and its applications, Xiaodong Liu and Witold Pedrycz, New York, Springer, 2009, 1 vol. (XVIII-513 p.), Studies in fuzziness and soft computing, 978-3-642-00401-8
Indholdsfortegnelse:
  • 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