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Constructing multistage linear fuzzy ellipsoid number to express multi-channel uncertain digital information and application.
- 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 :
- *FUZZY numbers
*CENTROID
Subjects
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