DocumentCode
2741449
Title
Introduction to type-2 fuzzy logic systems
Author
Karnik, Nilesh N. ; Mendel, Jerry M.
Author_Institution
Univ. of Southern California, Los Angeles, CA, USA
Volume
2
fYear
1998
fDate
4-9 May 1998
Firstpage
915
Abstract
This paper introduces a robust fuzzy logic system, one that can handle rule uncertainties. We make use of type-2 fuzzy sets for this purpose. The development of a type-2 fuzzy logic system has led to a new operation that we call type-reduction. In the course of this development, we also study set operations on type-2 sets, properties of membership grades of type-2 sets, type-2 relations and their compositions, and defuzzification
Keywords
fuzzy logic; fuzzy set theory; inference mechanisms; uncertainty handling; defuzzification; fuzzy set theory; inference engines; membership grades; type-2 fuzzy logic systems; type-reduction; uncertainty handling; Fuzzy logic; Fuzzy sets; Marine vehicles; Measurement uncertainty; Robustness; Shape; Terminology;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1098-7584
Print_ISBN
0-7803-4863-X
Type
conf
DOI
10.1109/FUZZY.1998.686240
Filename
686240
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