计算机科学 ›› 2012, Vol. 39 ›› Issue (Z11): 31-32.

• 综述 • 上一篇    下一篇

一种改进的冲突证据融合方法

寻二辉 任趁妮   

  1. (南京师范大学数学科学学院 南京 210046)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Fusion Approach for Conflicting Evidence

  • Online:2018-11-16 Published:2018-11-16

摘要: 针对冲突证据融合问题,从证据对目标识别程度和其它证据对自己的支持度两个方面综合考虑证据权重,把 信息嫡引入证据权重确定,建立了证据之间的支持度,设计了综合权重的计算方法,最后通过综合权重采用基于折扣 率方法进行证据融合。通过实例与传统改进方法比较分析说明该方法提高了收敛速度,降低了决策风险。

关键词: 冲突证据,信息嫡,I>-S理论,数据融合

Abstract: For dealing with conflicting evidence,this paper determines the weight of evidence by entropy together with support between evidence. The method considers two sides, ability to identify target and surport from other evidence, to determine the weight of evidence. The paper designs the method to calculate weight of evidence. At last, evidence is fused by the method based on discount rate. Compared to traditional methods,the method in the paper is proved better on convergence efficiency decision risk.

Key words: Conflicting evidence, Entropy, I>-S theory, Data fusion

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