计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (12): 173-176.

• 数据库与信息处理 • 上一篇    下一篇

变精度粗糙集模型约简层次研究

周杰 王加阳 罗安   

  1. 湖南长沙中南大学信息科学与工程学院 中南大学信息科学与工程学院 中南大学信息科学与工程学院
  • 收稿日期:2006-07-07 修回日期:1900-01-01 出版日期:2007-04-20 发布日期:2007-04-20
  • 通讯作者: 周杰

Studies of Reducts Hiberarchy on Variable Precision Rough Sets Model

  • Received:2006-07-07 Revised:1900-01-01 Online:2007-04-20 Published:2007-04-20

摘要: 文章分析了变精度粗糙集模型约简异常出现的原因,结合变精度粗糙集模型特征,将特定β值上的约简扩展为区间约简,并从分类质量、相对正域和决策类三个层次分别对约简进行描述,研究了它们与约简异常之间的关系。区间约简评价因子的提出,对评价及选择区间约简有重要指导意义。

关键词: 变精度粗糙集模型, 约简异常, 区间约简

Abstract: The reason for reducts anomalies is analysed based on variable precision rough sets in this paper. The definition of reducts extends from particular β value to β interval corresponding to the characteristics of variable precision rough sets. Reducts are defined and studied from different hiberarchy, viz. the quality of classification, relative positive-region and decision classes, different hiberarchy has different anomalies. A kind of measure for interval reducts is also given in the paper, it is useful for evaluating and selecting interval reducts.

Key words: variable precision rough sets model(VPRSM), reducts anomalies, interval reducts