DocumentCode
2891509
Title
The Modified Dp-Metric Space of Fuzzy Set-Valued Random Variables and its Application to Variance
Author
Li, Xiang ; Li, Shou-mei
Author_Institution
Dept. of Appl. Math., Beijing Univ. of Sci. & Technol.
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
1855
Lastpage
1860
Abstract
In this paper, we shall first introduce the definition of modified Dp metric for fuzzy set-valued random variables, which can build a complete metric space for fuzzy set-valued random variables. With the use of modified Dp metric, we shall define the variance and covariance of fuzzy set-valued random variables and show their application on statistical estimation
Keywords
covariance analysis; fuzzy set theory; random processes; covariance analysis; fuzzy set-valued random variable; modified Dp-metric space; statistical estimation; Cybernetics; Fuzzy sets; Machine learning; Mathematics; Random variables; Space technology; covariance; fuzzy set-valued random variables; modified Dp-metric; variance;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.259050
Filename
4028367
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