论文标题
基于信仰熵的间隔价值信念结构的组合
Combination of interval-valued belief structures based on belief entropy
论文作者
论文摘要
本文研究了Dempster-Shafer证据理论框架内的间隔值信念结构的组合和正常化问题。对现有方法进行了审查并进行彻底分析。提出了先前方法的优点和缺点。开发了一种基于不确定性度量的新最优方法，其中结合间隔值信念结构的问题将退化为结合基本概率分配。提供了数值示例，以说明所提出方法的合理性。
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.
