Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty

• Main Author: Starczewski, Janusz T. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Studies in Fuzziness and Soft Computing, 284
• Subjects: Engineering.; Computer simulation.; Computational intelligence.; Engineering design.; Computational Intelligence.; Simulation and Modeling.; Engineering Design.

This book generalizes fuzzy logic systems for different types of uncertainty, including - semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions - lack of attributes or granularity arising from discretization of real data - imprecise description of...

Table of Contents:

• Uncertainty in Fuzzy Sets
• Algebraic Operations on Fuzzy Valued Fuzzy Sets
• Defuzzification of Uncertain Fuzzy Sets
• Generalized Uncertain Fuzzy Logic Systems
• Uncertainty Generation in Uncertain Fuzzy Logic Systems
• Designing Uncertain Fuzzy Logic Systems.