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遗传程序设计理论及其应用综述 被引量:9

An Introduction and Survey of Application of Genetic Programming
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摘要 遗传程序设计是上世纪90年代基于遗传算法思想发展起来的具有概率搜索本质和结构优化等特征的演化算法新分支。该文对其研究现状及进展做了介绍,并简要综述了其理论与技术,同时对近年来的应用做了总结、分类与归纳,最后对其应用前景进行了展望。 GP is a new branch of EA,which is based on the GA idea,having the probabilistic search essence and structural optimization.This paper introduces the research status and the development of GP,summarizes its theory and technique simply.The application of GP is also summarized and categorized.The prospect of the application of GP is given at the end of this paper.
出处 《计算机工程与应用》 CSCD 北大核心 2003年第13期94-97,共4页 Computer Engineering and Applications
基金 国家自然科学基金项目(编号:69873037)
关键词 遗传算法(GA) 遗传程序设计(GP) 演化算法(EA) Genetic Algorithm,Genetic Programming,Evolution Algorithm
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参考文献18

  • 1刘大有,卢奕南,王飞,梁艳春.遗传程序设计方法综述[J].计算机研究与发展,2001,38(2):213-222. 被引量:52
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  • 3John R Koza.Genetic Programming:On the Programming of Computers by Means of Natural Selection[M].Cambridge,MA:MIT Press, 1992.
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  • 6Kotaro Hirasawa et al.Comparison between Genetic Network Programming(GNP)and GP c 2001 IEEE.
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二级参考文献3

  • 1Clack C,Lecture Notes in Computer Science.1213.Proc of the 6th Conf Evolutionary Programming,1997年
  • 2Zhang Byoung Tak,Evolutionary Computation,1995年,3卷,1期,17页
  • 3曹宏庆,康立山,陈毓屏.动态系统的演化建模[J].计算机研究与发展,1999,36(8):923-931. 被引量:19

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