基于粗糙集的决策规则可靠性评估方法

来源:用户上传      作者: 李一强 吕宁

　　摘要：粗糙集理论是处理不精确、不准确数据的有效方法，但是通过粗糙集方法获得的决策规则对于不完整的信息系统和随机数据也是不确定的。本文描述了一个用于决策规则的可靠性评价方法。该方法独立于任何专用引申规则方法，并且参数能够被调整以适应不同的信息系统。
　　关键词： 粗糙集 信息系统 决策规则 可靠性评估 完整性
　　
　　Reliability Evaluation Method for Decision Rules of Rough Set
　　LI Yiqiang1 LV Ning2
　　(1 China Huanqiu Contracting & Engineering Corp., Beijing 100029.2 Beijing Turen Design Institute,Beijing 10080)
　　ABSTRACT：Rough set theory is an effective approach to processing imprecise and uncertain data, but the decision rules obtained through rough sets method are uncertain for the incompleteness of the information system and the randomness of the data. A reliability evaluation method for decision rules is presented in this paper which is independent of any specific means of inducing rules, and the parameters can be adjusted to suit different information systems.
　　KEYWORDS：Rough set, information system, decision rule, reliability evaluation, completeness
　　注：本文中所涉及到的图表、注解、公式等内容请以PDF格式阅读原文

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