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广义证据理论的解释
引用本文:刘大有,李岳峰.广义证据理论的解释[J].计算机学报,1997,20(2):158-164.
作者姓名:刘大有  李岳峰
作者单位:吉林大学计算机科学系
基金项目:国家自然科学基金,国家863计划,国家教委博士点基金
摘    要:本文把Dempster使用的随机集合概念推广到了布尔代数上,并用这个推广了的概念讨论了信息源上的不确定性结构与假设空间上的不确定性结构之间的关系。

关 键 词:广义证据理论  Dempster  条件规则  人工智能

THE INTERPRETATION OF GENERALIZED EVIDENCE THEORY
LIU Dayou, LI Yuefeng.THE INTERPRETATION OF GENERALIZED EVIDENCE THEORY[J].Chinese Journal of Computers,1997,20(2):158-164.
Authors:LIU Dayou  LI Yuefeng
Abstract:This paper generalizes the concept of random sets, which were used by Dempster, to Boolean algebra, and discusses the relationship between the uncertainty structure of information sources and the uncertainty structure of hypothesis spaces. Generalizing the concepts of upper and lower probabilities, the paper gives a kind of interpretation for the generalization of evidence theory which was defined by Guan and Bell, and proves that the conditioning belief functions defined by Guan and Bell is,in fact, a generalization of Dempster's rule of condition. The interpretation method, on the one hand, further develops the generalization of evidence theory, and on the other hand,supplies a feasible application environment for the generalization of evidence theory.
Keywords:The theory of evidence  generalized evidence theory  upper probability  lower probability  Dempster's rule of condition
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