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基于粗糙集的拒绝决策规则获取和约简

张明 唐振民 杨习贝 徐维艳

计算机工程2011,Vol.37Issue(3):22-24,3.
计算机工程2011,Vol.37Issue(3):22-24,3.DOI:10.3969/j.issn.1000-3428.2011.03.008

基于粗糙集的拒绝决策规则获取和约简

Induction and Reduction of Rejective Decision Rules Based on Rough Sets

张明 1唐振民 2杨习贝 1徐维艳1

作者信息

  • 1. 南京理工大学计算机科学与技术学院,南京,210094
  • 2. 江苏科技大学计算机科学与工程学院,江苏,镇江,212003
  • 折叠

摘要

Abstract

Aiming at the drawback that certainty decision rules and the uncertainty decision rules can not give the rejection, this paper proposes a new method to obtain rejective decision rules.By analyzing the measure factors of the decision rules, two kinds of reductions algorithms are defined,which can maintain the lower and upper approximation.A method of discernibility matrix is presented to obtain the reductions, from which the rejective decision rules can be simplified.Some numerical examples show the effectiveness and utility of the algorithm.

关键词

拒绝决策规则/规则获取/粗糙集/约简

Key words

rejective decision rules/ rules induction/ rough sets/ reduction

分类

信息技术与安全科学

引用本文复制引用

张明,唐振民,杨习贝,徐维艳..基于粗糙集的拒绝决策规则获取和约简[J].计算机工程,2011,37(3):22-24,3.

基金项目

国家自然科学基金资助重点项目(60632050) (60632050)

计算机工程

OACSCDCSTPCD

1000-3428

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