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

by Jerry M. Mendel

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For courses in Neural Networks and Fuzzy Systems; Fuzzy Systems/Control; Fuzzy Logic.

The first book of its kind, this text explains how all kinds of uncertainties can be handled within the framework of a common theory and set of design tools—fuzzy logic systems—by moving the original fuzzy logic to the next level—type-2 fuzzy logic. It presents a complete development of both type-1 and type-2 fuzzy logic systems, showing how the expanded and richer fuzzy logic contains the original fuzzy logic within it. The text demonstrates, beyond a reasonable doubt, that when uncertainties are present in a problem, much better performance is obtained by using a type-2 fuzzy logic system than by using a type-1 fuzzy logic system.

  • ISBN10 0130409693
  • ISBN13 9780130409690
  • Publish Date 12 April 2001
  • Publish Status Out of Print
  • Out of Print 1 December 2015
  • Publish Country US
  • Imprint Prentice Hall
  • Format Hardcover
  • Pages 576
  • Language English