首页 | 本学科首页   官方微博 | 高级检索  
     检索      

不完备信息系统中属性增减下粗集近似概念的更新
引用本文:杨习贝,吴陈,傅凡.不完备信息系统中属性增减下粗集近似概念的更新[J].江苏科技大学学报(社会科学版),2005,19(6):64-69.
作者姓名:杨习贝  吴陈  傅凡
作者单位:江苏科技大学电子信息学院,江苏,镇江,212003;江苏科技大学电子信息学院,江苏,镇江,212003;江苏科技大学电子信息学院,江苏,镇江,212003
摘    要:考虑不完备信息系统中可能具有空值及多值的情况,对属性的增减导致给定集合的上、下近似集的更新的方法进行了探讨,推导和证明一组相关的计算公式,并通过例子加以验证,避免了信息系统中知识变化时需重新分类以计算近似集而带来的庞大的时空开销。建立了不完备信息系统中的知识依赖的概念,对于属性增减时知识依赖的度量变化进行了讨论,进行了相关定理的证明,为不完备信息系统中的动态信息处理提供了有效的数学理论方法。

关 键 词:不完备信息系统  粗糙集  近似集  知识依赖
文章编号:1673-4807(2005)06-0064-06
收稿时间:2005-03-01
修稿时间:2005年3月1日

Updating Approximate Concept of Rough Set Resulting from Inserting or Deleting Attributes in Incomplete Information System
YANG Xibei , WU Chen, FU Fan.Updating Approximate Concept of Rough Set Resulting from Inserting or Deleting Attributes in Incomplete Information System[J].Journal of Jiangsu University of Science and Technology:Natural Science Edition,2005,19(6):64-69.
Authors:YANG Xibei  WU Chen  FU Fan
Institution:School of Electronics and Information, Jiangsu University of Science and Technology, Zheniiang Jiangsu 212003, China
Abstract:The incomplete information systems in which the attribute may be of null value or multi-values are considered. The updating method of upper and lower approximate sets for a given set resulting from inserting or deleting attributes is explored. A group of relative formulas are deduced and proved through examples. The enormous spacial-temporal cost of reclassifying for computing approximate sets is then avoided when knowledge in the information system is changed. The concept of knowledge dependency in the incomplete information system is presented, and the change of the measurement of knowledge dependency is discussed with the attribute inserted or deleted. Some relative theorems, which can provide effective mathematical theory for the dynamic information managing in the incomplete information system, are proved.
Keywords:incomplete information system  rough set  approximate set  knowledge dependency
本文献已被 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号