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›› 2003, Vol. 29 ›› Issue (14): 75-77.

• 论文 • 上一篇    下一篇

用遗传算法挖掘范例库中的特征项权重的方法

贾兆红,倪志伟,赵鹏   

  1. 安徽大学计算机系,安徽大学计算智能与信号处理教育部重点实验室,安徽大学计算机系 合肥 230039
  • 发布日期:2003-07-25

Method of Using Genetic Algorithm to Find Attribute Weighting in Case Base

JIA Zhaohong1,NI Zhiwei2,ZHAO Peng1   

  1. (1.Department of Computer Science, Anhui University, Hefei 230039; 2. Key Laboratory of Intelligent Computing and Signal Processing,Ministry of Education,Anhui University , Hefei 230039)
  • Published:2003-07-25

摘要: 范例推理的关键步骤在于相似范例的检索,而范例库中的特征项权重起着重要的作用。文章着重讨论了应用于范例库上获取特征项权重的数据挖掘算法,并提出用遗传算法发现范例库上特征项权重的过程与算法,然后进行了实验与讨论。

关键词: 基于范例的推理, 范例库, 数据挖掘, 权重, 遗传算法

Abstract: In case-based system,the retrieval of similar cases is the key step of intelligent system,and the attribute weighting of a case base takes important effect.This paper puts forward one weighting method by using genetic algorithm.The experimental result shows that this method has good accuracy and better performance than other methods.

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