Improvement of the Combination Rules of the D-S Evidence Theory Based on Dealing with the Evidence Conflict

摘要：

This paper introduces improved combination rules for the D-S Evidence Theory for resolving the problem of evidence conflicts and also provides the mathematical proofs for these rules. The improved rules allocate the conflicts to various focal elements according to the credibility of the coherence evidence. We adopt the AND-algorithm to combine the coherence evidence, which reflects the intersection of focus elements. Our theoretical analysis and numerical examples prove that the given rules are rational and effective for both highly conflicting and coherent evidence.

作者: Y.Z.Miao H.X.Zhang J.W.Zhang X.P.Ma

作者单位: School of Information and Electrical Engineering, China University of Ming and Technology Jiefang So Institute of Technical Aspects of Multimodal Systems, Department of Informatics,University of Hambur Institute of Technical Aspects of Multimodal Systems, Department of Informatics,University of Hambur School of Information and Electrical Engineering, China University of Ming and Technology Jiefang So

会议类型: 国际会议

会议名称: 2008 IEEE International Conference on Onformation and Automation(IEEE 信息与自动化国际会议)

会议地点: 张家界

会议语种:英文

页码: 331-336

在线出版日期: 2008-06-20（万方平台首次上网日期，不代表论文的发表时间）