计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (36): 45-47.DOI: 10.3778/j.issn.1002-8331.2008.36.012

• 理论研究 • 上一篇    下一篇

变精度与程度粗糙集的一种推广

申锦标,吕跃进   

  1. 广西大学 数学与信息科学学院,南宁 530004
  • 收稿日期:2008-08-12 修回日期:2008-10-20 出版日期:2008-12-21 发布日期:2008-12-21
  • 通讯作者: 申锦标

Promotion for rough set of variable precision and extent of rough set

SHEN Jin-biao,LV Yue-jin   

  1. School of Mathematics and Information Science,Guangxi University,Nanning 530004,China
  • Received:2008-08-12 Revised:2008-10-20 Online:2008-12-21 Published:2008-12-21
  • Contact: SHEN Jin-biao

摘要: 粗糙集理论是一种处理模糊和不确定性知识的数学工具,在人工智能及数据挖掘等众多领域已经得到了广泛的应用。在程度粗糙集和变精度粗糙集的基础上,通过引入误差参数,给出了一种新的程度变精度粗糙集模型并得出了所给模型上、下近似的一些性质。最后,通过一个具体的例子,说明了这种模型在信息系统中处理模糊和不确定性知识的可行性和有效性。

关键词: 变精度粗糙集, 程度粗糙集, 近似

Abstract: Rough set theory emerges as a powerful tool for dealing with the vagueness and uncertainty of facts,which has been widely applied in many fields such as artificial intelligence and data mining.In this paper,a degree-variable precision rough set model based on variable precision rough set and the degree of rough set is proposed by introducing a concept of error parameters.Some properties of the upper approximation and the lower approximation are generalized.Then an example is cited to demonstrate that the model is more feasible and effective than the previous ones in practice.

Key words: variable precision rough set, the degree of rough set, approximation