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›› 2001, Vol. 27 ›› Issue (06): 79-.

• Papers • Previous Articles     Next Articles

A Classified Data Mining Algorithm Based on Genetic Algorithm with Two-double and Retractable Structure

DONG Hongbing,ZHOU Zhixiong   

  1. (Department of Computer Science , Wuhan University ,Wuhan 430072)
  • Published:2001-06-25

一种基于双层可伸缩结构遗传算法的分类

董红斌,周志雄   

  1. 武汉大学计算机科学系 武汉 430072,武汉大学计算机科学系 武汉 430072

Abstract: Data mining is a hot research point in database area. In this paper, we discuss a new data mining algorithm based on genetic algorithm. It is designed for classified data. This algorithm uses a two-double and retractable structure, and emphasizes the distribution and diversity of the genes. It has good entire and local research ability.

摘要: 数据挖掘是数据库研究的一个热点问题。提出了一种基于遗传算法的数据挖掘算法,适用于分类型数据的挖掘。该算法采用了一种全新的双层结构、可伸缩的多种群进化机制,强调种群个体的多样性,具有良好的全局和局部搜索能力。

关键词: 数据挖掘, 遗传算法, 规则树, 多种群

CLC Number: