A New Conflict Management in Evidence Theory Based on DEMATEL Method
Joint Authors
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-11-19
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
D-S evidence theory is widely used in data fusion.
However, the result of Dempster’s combination rule is not efficient and in highly conflicting situation.
Though the existing methods have been proved efficient to deal with conflict in some applications, the indirect conflict among evidence is neglected to some degree.
To solve this problem, a new method is proposed based on decision-making trial and evaluation laboratory (DEMATEL) and the belief correlation coefficient in this paper.
The application in target recognition illustrates the efficiency of the proposed method.
Compared with Dempster’s rule, averaging method and weighted averaging method, etc., the results obtained by the proposed method have better performance.
The main reason is that the indirect conflict is well addressed in the proposed method.
American Psychological Association (APA)
Fan, Wentao& Xiao, Fuyuan. 2019. A New Conflict Management in Evidence Theory Based on DEMATEL Method. Journal of Sensors،Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1191487
Modern Language Association (MLA)
Fan, Wentao& Xiao, Fuyuan. A New Conflict Management in Evidence Theory Based on DEMATEL Method. Journal of Sensors No. 2019 (2019), pp.1-12.
https://search.emarefa.net/detail/BIM-1191487
American Medical Association (AMA)
Fan, Wentao& Xiao, Fuyuan. A New Conflict Management in Evidence Theory Based on DEMATEL Method. Journal of Sensors. 2019. Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1191487
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1191487