计算机科学 ›› 2013, Vol. 40 ›› Issue (2): 249-252.

• 人工智能 • 上一篇    下一篇

Dempster组合规则适用性分析

肖建于,童敏明,范棋,王小蕾   

  1. (淮北师范大学计算机科学与技术学院 淮北 235000) (中国矿业大学信息与电气工程学院 徐州 221116)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Analysis on the Applicability of Dempster's Combination Rule

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

摘要: 针对传统冲突系数识别证据冲突存在漏识、误识和冲突系数值会累加增大等问题,采用pignistic变换后得到 的概率赋值函数之间的距离,结合传统冲突量化标准,研究了Dempst er组合规则适用性判断方法。通过与Liu判断 Dcmpstcr组合规则适用性方法的对比结果表明,本方法对Dcmpstcr组合规则适用判断有较好的适用性与合理性。

关键词: 证据理论,Dcmpstcr组合规则,证据冲突,pignistic概率距离

Abstract: Aiming at the open issues that the classical conflict coefficient in IBS evidence theory cannot correctly recog- nize the evidence conflict and the conflict increases with the number of information sources, adopting the distance among probability assignment functions transformed by pignistic and integrating classical conflict duantification standard, the applicability of Dempster's combination rule was analyzed. The results of the numerical examples and the comparison with the method made by Weiru Liu demonstrate that the proposed method provides a good applicable and reasonable indicator on the applicability of Dempster's combination rule.

Key words: Evidence theory, Dempster's combination rule, Evidence conflict, Pignistic probability distance

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