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基于遗传算法的分布式数据库数据分配策略研究

袁旭 孙纪敏

无线电通信技术2017,Vol.43Issue(1):39-43,5.
无线电通信技术2017,Vol.43Issue(1):39-43,5.DOI:10.3969/j.issn.1003-3114.2017.01.10

基于遗传算法的分布式数据库数据分配策略研究

Research of Data Allocation Strategy in DDB Based on Genetic Algorithm

袁旭 1孙纪敏1

作者信息

  • 1. 中国电子科技集团公司第五十四研究所,河北 石家庄 050081
  • 折叠

摘要

Abstract

In order to improve further the accessing efficiency of DDBS,this paper analyzes the data allocation problem and builds a corresponding mathematical model in consideration of practical application.Based on the existing research of solving this problem with genetic algorithm,new measures are adopted to improve the genetic algorithm,for examples,an excellent original population is created by selective breeding in the initialization phase,the individuals are chosen by a rule which combines order selection and elitist selection during the evolutionary process,the big mutation is utilized to broaden the searching extent of the algorithm,and so on.Then a new data allocation strategy is put forward.The simulation results show that this strategy can be used to get a better data allocation scheme compared with other methods.

关键词

数据分配/遗传算法/分布式数据库/数据存储

Key words

data allocation/genetic algorithm/distributed database/data storage

分类

信息技术与安全科学

引用本文复制引用

袁旭,孙纪敏..基于遗传算法的分布式数据库数据分配策略研究[J].无线电通信技术,2017,43(1):39-43,5.

基金项目

国家部委基金资助项目 ()

无线电通信技术

1003-3114

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