• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

改进的差别矩阵及其快速求核算法

  • 杨传健 ,
  • 姚光顺 ,
  • 马丽生
展开
  • (滁州学院计算机系,安徽 滁州 239012)
杨传健(1978),女,安徽来安人,硕士,讲师,研究方向为数据挖掘和粗糙集;姚光顺,讲师,研究方向为粗糙集和数据挖掘;马丽生,讲师,研究方向为神经网络和数据挖掘。

收稿日期: 2009-01-06

  修回日期: 2009-04-09

  网络出版日期: 2010-03-10

Improved Discernibility Matrix and  Its Algorithm for Quickly Computing the Core

  • YANG Chuan-Jian ,
  • TAO Guang-Shun ,
  • MA Li-Sheng
Expand
  • (Department of Computer Science,Chuzhou University,Chuzhou 239012,China)

Received date: 2009-01-06

  Revised date: 2009-04-09

  Online published: 2010-03-10

摘要

求核是粗糙集中一个重要的研究内容之一。本文对杨明的基于差别矩阵求核方法进行研究,实例表明其方法还存在一些不完善。为了能够进一步提高求核效率,对差别矩阵进行改进,提出一种简化差别矩阵的定义,并给出求核方法,同时证明了由该方法获得的核与正区域的核是等价的,由此设计求核算法,其时间复杂度为max{O(|C||U|),O(|C||U/C||U′1|)},空间复杂度为O(|C||U/C||U′1|)。实验表明,该算法是有效的、高效的,且能适合大数据集的处理。

本文引用格式

杨传健 , 姚光顺 , 马丽生 . 改进的差别矩阵及其快速求核算法[J]. 计算机工程与科学, 2010 , 32(3) : 78 -81 . DOI: 10.3969/j.issn.1007130X.2010.

Abstract

Computing the core is an important research issue in the rough set. The method for computing the core based on improved discernibility matrix, which was presented by Yang Ming, is studied. The example shows that the method is still imperfect in some aspects. In order to improve the efficiency of computing the core, the definition of a simplification discernibility matrix and the method of computing the core are provided. It is proved that the core acquired from the method is equivalent to the core based on the positive region. Based on this,a computing core algorithm is designed, and its time complexity is max {O(|C||U|),O(|C||U/C||U′1|)},and its space complexity is O(|C||U/C||U′1|). The experimental results show that the algorithm is not only effective and efficient, but also suitable for processing huge data efficiently.
文章导航

/