Abstract | ||
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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. |
Year | DOI | Venue |
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2020 | 10.1016/j.cie.2020.106685 | COMPUTERS & INDUSTRIAL ENGINEERING |
Keywords | DocType | Volume |
Information fusion, Dempster-Shafer evidence theory, Belief universal gravitation, Evidence quality coding algorithm, Conflict management, Fault diagnosis | Journal | 148 |
ISSN | Citations | PageRank |
0360-8352 | 0 | 0.34 |
References | Authors | |
0 | 2 |
Name | Order | Citations | PageRank |
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Xiangjun Mi | 1 | 6 | 3.44 |
Bingyi Kang | 2 | 138 | 9.24 |