EFFICIENT COMBINATION APPROACH OF CONFLICT EVIDENCE

EFFICIENT COMBINATION APPROACH OF CONFLICT EVIDENCE
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DOI:
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发表时间:
2004
影响因子:
0.7
通讯作者:
Deng Yong
Deng Yong
中科院分区:
物理与天体物理4区
文献类型:
--
作者:
Deng Yong

文献摘要

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为了有效地组合高度冲突的证据,提出了一种基于证据主体距离的证据组合方法。首先,引入了证据主体之间的距离函数。然后,得出每个证据的支持度和可信度。最后,对系统中的证据进行加权平均,利用Dempster组合规则实现信息融合。与已有的方法相比,该方法在组合冲突证据方面更有效。
In order to efficiently combine highly conflict evidence, a new method based on the distance of the bodies of evidence was proposed. First, a distance function between the bodics of evidence was introduced. Then, the support degree and the credibility of each evidence were obtained. Finally, weighted averaging the evidence in the system, the Dempster combination rule was used to realize information fusion. Comparing with the existing methods, the proposed approach is more efficient in combining conflict evidence.