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基于Dempster-Shafer理论的不确定推理设计与实现

Design and implementation of uncertain reasoning based on dempster-shafer theory
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摘要 不确定性推理是专家系统中的一个重要研究方向,针对传统贝叶斯方法不能处理推理中出现的未知情况,提出了一种将Dempster-Shafer理论和确定性因子相结合的方法,很好地解决了推理中出现的未知情况,并用CLIPS开发工具进行了模拟实现。 In expert system, uncertain reasoning is an important research aspect. Taking into account of the drawback of traditional Bayes' s method to deal with ignorant case in the reasoning process, a new method combined Dempster- Shafer theory with certainty factors is proposed, which can account for the ignorant case. At the same time, this article takes advantage of CLIPS to implement.
作者 赵东 刘治国
出处 《长春工程学院学报(自然科学版)》 2008年第4期74-76,83,共4页 Journal of Changchun Institute of Technology:Natural Sciences Edition
关键词 不确定性推理 专家系统 贝叶斯方法 DEMPSTER-SHAFER理论 确定性因子 uncertain reasoning, expert system, Baye' s method, Dempster - Shafer theory, certainty factors
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