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不相容决策表中知识约减算法的比较分析

尹一麒 苗夺谦 王睿智 李道国

广西师范大学学报(自然科学版)2006,Vol.24Issue(4):42-45,4.
广西师范大学学报(自然科学版)2006,Vol.24Issue(4):42-45,4.

不相容决策表中知识约减算法的比较分析

Comparative Analysis of Knowledge Reduction Approaches in Inconsistent Decision Table

尹一麒 1苗夺谦 1王睿智 1李道国1

作者信息

  • 1. 同济大学,计算机科学与技术系,上海,200092
  • 折叠

摘要

Abstract

The results obtain by using three knowledge reduction approaches (algebra approach,information approach and discernibility-matrix-based approach) respectively may be different in inconsistent decision table.This paper is devoted to generalize those reducts and reveal those reducts' usefulness in case of analyzing inconsistent decision table.Hence,the selection of knowledge reduction approaches can be determined by the request of different levels of decision granularity so as to generate proper decision rules in the model of approximate and uncertain reasoning about knowledge.The conclusions are beneficial in further studies on models and algorithms of data preprocessing to control the degree of the conflicting for decision table.

关键词

粗糙集/不相容决策表/知识约简/知识推理

Key words

rough set/inconsistent decision table/knowledge reduction/reasoning about knowledge

分类

信息技术与安全科学

引用本文复制引用

尹一麒,苗夺谦,王睿智,李道国..不相容决策表中知识约减算法的比较分析[J].广西师范大学学报(自然科学版),2006,24(4):42-45,4.

基金项目

National Natural Science Foundation of China (60175016,60475019) (60175016,60475019)

Shanxi Educational Committee(20051277) (20051277)

广西师范大学学报(自然科学版)

OA北大核心CSTPCD

1001-6600

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