Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions

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Pages: 576

Size: 3.201,02 Kb

Publication Date: January 1,2001

Category: Set Theory



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*Type-2 fuzzy logic: Breakthrough approaches for modeling uncertainty *Important applications: digital cellular communications, computer networking, and video visitors classification *Detailed case research: Forecasting period series and knowledge mining *Contains 90+ worked good examples, 110+ figures, and short introductory primers about fuzzy logic and fuzzy units Breakthrough fuzzy logic approaches for handling real-world uncertainty. Now, nevertheless, theres a procedure for fuzzy logic that may model uncertainty: type-2 fuzzy logic. The globe is filled with uncertainty that classical fuzzy logic cant model. In this publication, the programmer of type-2 fuzzy logic demonstrates how it overcomes the restrictions of classical fuzzy logic, enabling an array of applications from digital cellular communications to understanding mining. Dr. Protection includes: *The resources of uncertainty and the part of membership features *Type-2 fuzzy sets: functions, properties, and centro Jerry Mendel presents a bottom-up strategy that begins by presenting traditional type-1 fuzzy logic, explains how it could be modified to take care of uncertainty, and, finally, provides layers of complexity to take care of increasingly sophisticated applications.


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