《计算机应用研究》|Application Research of Computers

DS证据理论冲突处理新方法

New method for conflict evidence processing in DS theory

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作者 李玲玲,马东娟,王成山,顾训华
机构 1.河北工业大学 河北省电磁场与电器可靠性省部共建重点实验室,天津 300130;2.天津大学 电气与自动化工程学院,天津 300072
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文章编号 1001-3695(2011)12-4528-04
DOI 10.3969/j.issn.1001-3695.2011.12.034
摘要 针对经典DS证据理论在处理高度冲突的证据信息时会产生有悖常理结论的情况,基于证据支持度的思想,引入了证据之间相容系数的概念,并随之引入证据可信度的概念,提出了一种新的证据权重的确定方法;最后运用DS证据理论组合规则进行数据融合。与之前其他处理方法相比,考虑到证据之间冲突与包容共存的情况,客观计算证据的权值,收敛更快,融合结论更符合事实,弥补了经典证据理论的不足,为DS证据理论的改进提供了一条新的途径。
关键词 DempsterShafer证据理论;冲突证据;相容系数;证据可信度;数据融合
基金项目 国家自然科学基金资助项目(61072100);中国博士后科学基金资助项目(20100470778);河北省自然科学基金资助项目(F2010000151);河北省高等学校科学技术研究重点项目(ZD2010119)
本文URL http://www.arocmag.com/article/1001-3695(2011)12-4528-04.html
英文标题 New method for conflict evidence processing in DS theory
作者英文名 LI Ling-ling, MA Dong-juan, WANG Cheng-shan, GU Xun-hua
机构英文名 1. Hebei Province, Ministry Joint Key Laboratory of Electromagnetic Field & Electrical Apparatus Reliability, Hebei University of Technology, Tianjin 300130; 2. Electrical Engineering & Automation, Tianjin University, Tianjin 300072, China
英文摘要 Aiming at there will generate a counterintuitive conclusion when classical DS evidence theory handle the highly conflict evidence information, this paper introduced the concept of compatibility ratio between conflict evidences based on the evidence support degree, and the concept of evidence credibility ratio, presented a new determine method for evidence weight, using DS evidence theory combination rules for data processing at last.Compared with other existed methods, this paper considered the conflict and consistency, calculated the evidence weight objectively, it was faster in data convergence, the conclusion was more consistent with facts.It made up the deficiency of DS theory and provided a new way for DS evidence theory algorithm improving.
英文关键词 DempsterShafer(DS) evidence theory; conflict evidences; compatibility ratio; evidence credibility ratio; data fusion
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页码 4528-4531
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文献标志码 A