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一种基于变精度区分矩阵的不完备信息系统属性约简
An Algorithm of Attributes Reduction Based on Variable Precision Discernibility Matrix in Incomplete Information System
【摘要】 基于相容关系把多数包含关系引入不完备信息系统,对容差关系进行了扩充,使之更具有灵活性,在此基础上提出一种能容忍数据中包含噪声的变精度区分矩阵,给出了基于该变精度区分矩阵的一种有效属性约简算法,并通过具体实例验证了该算法.
【Abstract】 The majority of inclusion relations are introduced into incomplete information systems based on the tolerance relation.The tolerance relation is made more flexible.Furthermore,we prepose a new version of discernibility matrix,called variable precision discernibility matrix,which can tolerate the noise of information.In addition,a reduction algorithm is also presented on the basis of variable precision discernibility matrix.Finally,the validity of this new algorithm is verified by an example.
【关键词】 粗糙集;
不完备信息系统;
变精度区分矩阵;
属性约简;
【Key words】 rough set; incomplete information system; variable precision discernibility matrix; attributes reduction;
【Key words】 rough set; incomplete information system; variable precision discernibility matrix; attributes reduction;
- 【文献出处】 甘肃科学学报 ,Journal of Gansu Sciences , 编辑部邮箱 ,2006年04期
- 【分类号】TP311.52
- 【被引频次】1
- 【下载频次】114