DocumentCode
553041
Title
Fuzzy granulation of interval numbers
Author
Mingxin Zhang ; Keqiang Dong ; Fusheng Yu
Author_Institution
Lab. of Math. & Complex Syst., Beijing Normal Univ., Beijing, China
Volume
1
fYear
2011
fDate
26-28 July 2011
Firstpage
372
Lastpage
376
Abstract
Investigation on fuzzy granulation method for interval numbers is of great importance. This paper aims to propose some methods of granulating interval numbers. Although there exit a few methods, some of them still have imperfections in granulating process or granulation results. In this paper, after re-examining and improving these exiting methods, we propose a new granulation method based on total order of interval numbers. Experiments and comparisons are given based on the constructing data and the real-life data. The granulation results show that the methods proposed in this paper are applicable.
Keywords
fuzzy set theory; granular computing; fuzzy granulation; interval numbers; Cognition; Educational institutions; Fuzzy sets; Fuzzy systems; Indexes; Kernel; Time series analysis; fuzzy granulation; interval number; interval refinement; total order;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-61284-180-9
Type
conf
DOI
10.1109/FSKD.2011.6019540
Filename
6019540
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