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Constructing multistage linear fuzzy ellipsoid number to express multi-channel uncertain digital information and application.

Authors :
Wang, Tengfei
Shi, Peng
Source :
Journal of Intelligent & Fuzzy Systems. 2023, Vol. 45 Issue 2, p2551-2563. 13p.
Publication Year :
2023

Abstract

In this paper, the problems of expressing and fusing multi-channel uncertain digital information is studied. The concept of a special high-dimensional fuzzy number called multi-level linear fuzzy ellipsoid number is given, and a method of constructing such high dimensional fuzzy number to express multi-channel uncertain digital information is established. Then a calculation formula of the centroid of multistage linear fuzzy ellipsoid number is deduced. And then, as an application example of multi-channel uncertain digital information fusion, a specific example is given to show ranking some objects which are characterized by multi-channel uncertain digital information by using the obtained results and the concept of fuzzy order on high dimensional fuzzy number space. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*FUZZY numbers
*CENTROID

Details

Language :
English
ISSN :
10641246
Volume :
45
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
170718962
Full Text :
https://doi.org/10.3233/JIFS-222761