On the belief universal gravitation (BUG)

•A new concept BUG is proposed in the D-S evidence theory.•BUG provides a new perspective for information fusion in evidence theory.•BUG formula is based on evidence distance, EQC algorithm, etc. In this paper, we proposed a notion of belief universal gravitation (BUG) in the Dempster-Shafer (D-S) e...

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Vydáno v:Computers & industrial engineering Ročník 148; s. 106685
Hlavní autoři: Mi, Xiangjun, Kang, Bingyi
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier Ltd 01.10.2020
Témata:
Belief universal gravitation
Conflict management
Dempster-Shafer evidence theory
Evidence quality coding algorithm
Fault diagnosis
Information fusion
Belief universal gravitation
Fault diagnosis
Dempster-Shafer evidence theory
Conflict management
Evidence quality coding algorithm
Information fusion
ISSN:0360-8352, 1879-0550
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Shrnutí:•A new concept BUG is proposed in the D-S evidence theory.•BUG provides a new perspective for information fusion in evidence theory.•BUG formula is based on evidence distance, EQC algorithm, etc. In this paper, we proposed a notion of belief universal gravitation (BUG) in the Dempster-Shafer (D-S) evidence theory, of which the notion of mass of a belief function is newly addressed using evidence quality coding (EQC) method. The proposed BUG aims to discuss the process of information fusion from the perspective of Newton’s mechanics, which may provide us a new insight to address the issues of D-S evidence theory. A key issue in D-S evidence theory, i.e., conflict management, is solved better than previous methods using the proposed BUG. An application in fault diagnosis is used to illustrate the effectiveness of the proposed BUG. Some further work is also summarized to present the potentials of the proposed BUG.
ISSN:0360-8352
1879-0550
DOI:10.1016/j.cie.2020.106685