Computer Engineering and Applications ›› 2013, Vol. 49 ›› Issue (10): 121-124.

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Comparison of attribute reduction in multi-granularity covering information system

LI Qifang, LI Jinjin, LIN Guoping   

  1. Department of Mathematic and Information Science, Zhangzhou Normal University, Zhangzhou, Fujian 363000, China
  • Online:2013-05-15 Published:2013-05-14

多粒度覆盖信息系统的属性约简方法比较

李气芳,李进金,林国平   

  1. 漳州师范学院 数学与信息科学系,福建 漳州 363000

Abstract: To expand the model of covering rough set, the generalized covering decision information system proposed by Yanlan Zhang is studied using the multi-granularity method in this paper. The upper and lower approximate are defined in the sense of multi-granularity covering rough set, a multi-granularity attribute reduction algorithm is proposed. An example is given to compare the multi-granularity covering rough set attribute reduction method and the single-granularity method proposed by Qinghua Hu.

Key words: multi-granularity, covering information system, decision information system, attribute reduction

摘要: 为拓展覆盖粗糙集模型,用多粒度方法研究了张燕兰等提出的广义覆盖决策信息系统模型,定义了多粒度意义下的覆盖上下近似,提出了多粒度属性约简算法。用实例对多粒度覆盖粗糙集属性约简方法和胡清华等提出的单粒度方法进行了比较。

关键词: 多粒度, 覆盖信息系统, 决策信息系统, 属性约简