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Hierarchy on multigranulation structures: a knowledge distance approach.
- Source :
-
International Journal of General Systems . Oct2013, Vol. 42 Issue 7, p754-773. 20p. - Publication Year :
- 2013
-
Abstract
- In this paper, a knowledge distance approach is proposed to study the hierarchy under the frame of multigranulation. In our approach, the finest granulation structure is considered as the frame of reference, and then a knowledge distances algebraic lattice is constructed. Through such algebraic lattice, a partial order is derived, which can be used to characterize the finer or coarser relationships among multigranulation structures. It is also shown that the uncertainty measurements are monotonic in terms of the obtained partial order. [ABSTRACT FROM AUTHOR]
- Subjects :
- *GRANULATION
*LATTICE theory
*MEASUREMENT
*DISTANCES
*ALGEBRA
Subjects
Details
- Language :
- English
- ISSN :
- 03081079
- Volume :
- 42
- Issue :
- 7
- Database :
- Academic Search Index
- Journal :
- International Journal of General Systems
- Publication Type :
- Academic Journal
- Accession number :
- 89026935
- Full Text :
- https://doi.org/10.1080/03081079.2013.810625