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序区间值决策系统中最优可信规则获取与约简

王天擎 谢军

计算机应用研究2012,Vol.29Issue(12):4482-4485,4517,5.
计算机应用研究2012,Vol.29Issue(12):4482-4485,4517,5.DOI:10.3969/j.issn.1001-3695.2012.12.020

序区间值决策系统中最优可信规则获取与约简

Acquisition of all credible rules and reductions in ordered interval-valued decision systems

王天擎 1谢军2

作者信息

  • 1. 五邑大学经济管理学院,广东江门529020
  • 2. 江苏大学计算机科学与通信工程学院,江苏镇江212013
  • 折叠

摘要

Abstract

In the ordered decision system, it can induce all of the credible rules based on the descriptors, but which cannot direct support for interval value. To solve this problem, this paper proposed a new concept of segmented interval value based on the range of domain of each condition attributes, then the ordered interval-valued decision system could be changed to an ordered segmented interval-valued decision system. Secondly,based on the segmented interval value,it proposed the concepts of the increasing and decreasing descriptors. Finally,it investigated the reductions and relative reductions in terms of the decision classes of these two new descriptors, and gave the judgment theorems and discernibility functions with respect to these reductions. These methods provide a theory and practical approach, which can generate all compact and effective optimal credible decision rules from the old ordered decision system including interval data.

关键词

粗糙集/区间值/优势(弱势)描述子/约简/可信规则

Key words

rough sets/ interval data/ increasing ( decreasing) descriptors/ reduction/ credible rules

分类

信息技术与安全科学

引用本文复制引用

王天擎,谢军..序区间值决策系统中最优可信规则获取与约简[J].计算机应用研究,2012,29(12):4482-4485,4517,5.

基金项目

江苏省高校自然基金资助项目(10KJB520004) (10KJB520004)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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