ENGLISH

Advances in Type-2 Fuzzy Sets and Systems: Theory and Applications

By Jerry M. Mendel , Jerry M. Mendel (auth.) , Alireza Sadeghian , Hooman Tahayori (eds.)

Book information

Publisher
Springer-Verlag New York
Year
2013
ISBN
978-1-4614-6665-9, 978-1-4614-6666-6
DOI
10.1007/978-1-4614-6666-6
Language
english
Format
PDF
Filesize
5 MB (5191589 bytes)
Series
Studies in Fuzziness and Soft Computing 301
Edition
1
Pages
262\263
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Computational Intelligence; Artificial Intelligenc

Description

This book explores recent developments in the theoretical foundations and novel applications of general and interval type-2 fuzzy sets and systems, including: algebraic properties of type-2 fuzzy sets, geometric-based definition of type-2 fuzzy set operators, generalizations of the continuous KM algorithm, adaptiveness and novelty of interval type-2 fuzzy logic controllers, relations between conceptual spaces and type-2 fuzzy sets, type-2 fuzzy logic systems versus perceptual computers; modeling human perception of real world concepts with type-2 fuzzy sets, different methods for generating membership functions of interval and general type-2 fuzzy sets, and applications of interval type-2 fuzzy sets to control, machine tooling, image processing and diet. The applications demonstrate the appropriateness of using type-2 fuzzy sets and systems in real world problems that are characterized by different degrees of uncertainty.

Similar books