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一种基于冲突域的不完备决策表属性约简算法

周建华 徐章艳 章晨光

计算机应用与软件Issue(3):239-241,255,4.
计算机应用与软件Issue(3):239-241,255,4.DOI:10.3969/j.issn.1000-386x.2014.03.063

一种基于冲突域的不完备决策表属性约简算法

AN INCOMPLETE DECISION TABLE ATTRIBUTE REDUCTION ALGORITHM BASED ON CONFLICT REGION

周建华 1徐章艳 1章晨光1

作者信息

  • 1. 广西师范大学计算机科学与信息工程学院 广西 桂林 541004
  • 折叠

摘要

Abstract

The incomplete decision table is regarded as an object to study.By studying the notion of conflict region,the definition of attribute reduction is provided based on conflict region within an incomplete decision table.It is also proven that the definition of the proposed attribute reduction is equivalent to that of the attribute reduction based on positive region.Meanwhile a new attribution reduction algorithm within an incomplete decision table is designed,whose time complexity is O(|K||C|2 |U|)(|K|=max{|TC (xi )|,xi ∈U}).Finally an example illustrates the efficiency of the new algorithm.

关键词

粗糙集/不完备决策表/冲突域/属性约简

Key words

Rough set/Incomplete decision table/Conflict region/Attribute reduction

分类

信息技术与安全科学

引用本文复制引用

周建华,徐章艳,章晨光..一种基于冲突域的不完备决策表属性约简算法[J].计算机应用与软件,2014,(3):239-241,255,4.

基金项目

国家自然科学基金项目(60963008);广西自然科学基金项目(2011GXNSFA018163)。 ()

计算机应用与软件

OACSCDCSTPCD

1000-386X

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