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arXiv 2011.13636cs.AI
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基于信念熵的区间值信念结构组合

Combination of interval-valued belief structures based on belief entropy

Chongqing University(重庆大学)

Miao Qin, Yongchuan Tang

摘要:

本文在证据理论的框架下研究了区间值信念结构的组合与规范化问题。现有的方法进行审查和彻底分析。提出了以前的方法的优点和缺点。提出了一种新的基于不确定性测度的最优性方法,将区间值信念结构的组合问题退化为基本概率分配的组合问题。数值算例验证了该方法的合理性。

英文摘要:

This paper investigates the issues of combination and normalization of interval-valued belief structures within the framework of Dempster-Shafer theory of evidence. Existing approaches are reviewed and thoroughly analyzed. The advantages and drawbacks of previous approach are presented. A new optimality approach based on uncertainty measure is developed, where the problem of combining interval-valued belief structures degenerates into combining basic probability assignments. Numerical examples are provided to illustrate the rationality of the proposed approach.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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