作者投稿和查稿 主编审稿 专家审稿 编委审稿 远程编辑

计算机工程 ›› 2011, Vol. 37 ›› Issue (24): 164-166. doi: 10.3969/j.issn.1000-3428.2011.24.055

• 人工智能及识别技术 • 上一篇    下一篇

基于RESTFUL服务的分布式遗传算法

马青霞 a,孙 梅 b   

  1. (金陵科技学院 a. 信息技术学院;b. 商学院,南京 211169)
  • 收稿日期:2011-07-15 出版日期:2011-12-20 发布日期:2011-12-20
  • 作者简介:马青霞(1976-),女,讲师、硕士,主研方向:数据挖掘,系统集成;孙 梅,讲师
  • 基金资助:
    2011年江苏省高校自然科学资金资助项目(11KJD5200 06);江苏省现代教育技术重点立项课题基金资助项目(2010-T-152 67);金陵科技学院博士启动基金资助项目(JIT-B-01)

Distributed Genetic Algorithm Based on RESTFUL Service

MA Qing-xiaa, SUN Meib   

  1. (a. School of Information Technology; b. School of Business, Jinling Institute of Technology, Nanjing 211169, China)
  • Received:2011-07-15 Online:2011-12-20 Published:2011-12-20

摘要: 根据REST及RESTFUL服务特点,构建一种基于REST的遗传算法。设计服务计算系统,采用主子2种独立的服务实现分布式遗传进化,利用PUT谓词及POX数据格式进行服务互调,以实现RESTFUL服务下的遗传组卷算法。实验结果表明,该算法具有较高的运行效率。

关键词: RESTFUL服务, 遗传算法, WCF开发工具, Ws*-Web服务

Abstract: Based on analyzing the features of REST and RESTFUL service, the concept of designing service-oriented computing for Genetic Algorithm(GA) in REST style is presented, which realizes distributed genetic evolving with two sorts independent service processes that call each other by verb PUT and POX encoding format. An intelligent test paper system taking advantage of distributed paralleling genetic algorithm running RESTFUL service is developed by Window Communication Foundation(WCF). Experimental results show that the algorithm is proved to have high operational efficiency.

Key words: RESTFUL service, Genetic Algorithm(GA), Window Communication Foundation(WCF) development tool, Ws*-Web service

中图分类号: