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Multiscale Probability Transformation of Basic Probability Assignment
Joint Authors
Deng, Yong
Li, Meizhu
Lu, Xi
Zhang, Qi
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-10-20
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
Decision making is still an open issue in the application of Dempster-Shafer evidence theory.
A lot of works have been presented for it.
In the transferable belief model (TBM), pignistic probabilities based on the basic probability assignments are used for decision making.
In this paper, multiscale probability transformation of basic probability assignment based on the belief function and the plausibility function is proposed, which is a generalization of the pignistic probability transformation.
In the multiscale probability function, a factor q based on the Tsallis entropy is used to make the multiscale probabilities diversified.
An example showing that the multiscale probability transformation is more reasonable in the decision making is given.
American Psychological Association (APA)
Li, Meizhu& Lu, Xi& Zhang, Qi& Deng, Yong. 2014. Multiscale Probability Transformation of Basic Probability Assignment. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1044175
Modern Language Association (MLA)
Li, Meizhu…[et al.]. Multiscale Probability Transformation of Basic Probability Assignment. Mathematical Problems in Engineering No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-1044175
American Medical Association (AMA)
Li, Meizhu& Lu, Xi& Zhang, Qi& Deng, Yong. Multiscale Probability Transformation of Basic Probability Assignment. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1044175
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1044175