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Analysis of Distributed and Adaptive Genetic Algorithm for Mining Interesting Classification Rules

YI Yunfei LIN Fang QIN Jun

现代电子技术2008,Vol.31Issue(10):132-135,138,5.
现代电子技术2008,Vol.31Issue(10):132-135,138,5.

Analysis of Distributed and Adaptive Genetic Algorithm for Mining Interesting Classification Rules

Analysis of Distributed and Adaptive Genetic Algorithm for Mining Interesting Classification Rules

YI Yunfei 1LIN Fang 2QIN Jun1

作者信息

  • 1. Hechi University, Hechi, 546300, China
  • 2. College of Computer Science, South Central University for Nationalities, Wuhan, 430074, China
  • 折叠

摘要

Abstract

Distributed genetic algorithm can be combined with the adaptive genetic algorithm for mining the interesting and comprehensible classification rules. The paper gives the method to encode for the rules, the fitness function, the selecting, crossover, mutation and migration operator for the DAGA at the same time are designed.

关键词

classification rules/adaptive genetic algorithm/information gain/distributed genetic algorithm

Key words

classification rules/adaptive genetic algorithm/information gain/distributed genetic algorithm

分类

信息技术与安全科学

引用本文复制引用

YI Yunfei,LIN Fang,QIN Jun..Analysis of Distributed and Adaptive Genetic Algorithm for Mining Interesting Classification Rules[J].现代电子技术,2008,31(10):132-135,138,5.

基金项目

National Ethnic Affairs Commission Nature Science Foundation of China (PMZY06004) (PMZY06004)

the Education Science Foundation of Guangxi (2006A-E004) (2006A-E004)

现代电子技术

OACSTPCD

1004-373X

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