Uncertain rule-based fuzzy systems : introduction and new directions

The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty -- i.e., "type-2" fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applica...

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Bibliographic Details
Main Author Mendel, Jerry M., 1938- (Author)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
EditionSecond edition.
Subjects
Fuzzy systems.
Uncertainty (Information theory)
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319513706
9783319513690
Physical Description1 online resource (xxii, 684 pages) : illustrations (some color)

Cover

Table of Contents:
  • Introduction
  • Part 1: Type-1 Fuzzy Sets and Systems
  • Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic
  • Type-1 Fuzzy Logic Systems
  • Part 2: Type-2 Fuzzy Sets
  • Sources of Uncertainty
  • Type-2 Fuzzy Sets
  • Operations on and Properties OF Type-2 Fuzzy Sets
  • Type-2 Relations and Compositions
  • Centroid of a Type-2 Fuzzy Set: Type-Reduction
  • Part 3: Type-2 Fuzzy Logic Systems
  • Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS)
  • TSK Interval Type-2 Fuzzy Logic Systems
  • General Type-2 Fuzzy Logic Systems (GT2 FLSS)
  • Conclusion.

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