Axiomatic Fuzzy Set Theory and Its Applications

• Κύριοι συγγραφείς: Liu, Xiaodong (Συγγραφέας), Pedrycz, Witold (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Studies in Fuzziness and Soft Computing, 244
• Θέματα: Mathematics.; Artificial intelligence.; Algebra.; Applied mathematics.; Engineering mathematics.; Applications of Mathematics.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

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...

Πίνακας περιεχομένων:

• 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.