Journal of Systems Engineering and Electronics ›› 2009, Vol. 31 ›› Issue (1): 204-207.

• 软件、算法与仿真 • 上一篇    下一篇

基于定向变异算子的求解GA欺骗问题研究

陈峰, 武小悦   

  1. 国防科学技术大学信息系统与管理学院, 湖南, 长沙, 410073
  • 收稿日期:2007-07-19 修回日期:2007-12-27 出版日期:2009-01-20 发布日期:2010-01-03
  • 作者简介:陈峰(1978- ),男,博士研究生,工程师.主要研究方向为卫星测控资源调度.E-mail:cf06_YY@163.com

Directed mutation operator in the research of solving GA deceptive problem

CHEN Feng, WU Xiao-yue   

  1. School of Information and Management, National Univ. of Defense Technology, Changsha 410073, China
  • Received:2007-07-19 Revised:2007-12-27 Online:2009-01-20 Published:2010-01-03

摘要: 为了提高求解GA欺骗问题的效率,在阐述了GA欺骗问题和研究现状的基础上,借鉴生物进化的相关机理,提出一种定向变异算子,并结合均匀变异和正态变异算子,进行了对比和实验计算。理论分析和数值仿真都表明该算子在处理连续型函数欺骗问题上具有较好的效果。

Abstract: For improving the efficiency of Solving the GA(genetic algorithms)deceptive problem,on the base of elaborating GA deceptive problem and presenting research situation,it absorbs the idea of the relative mechanism of biology evolution,presents a kind of directed mutation operator,and gives comparison and experiment results with uniformity mutation operator and normal mutation operator.Theory analysis and numerical simulation show that the effectiveness of the operator in dealing with deceptive problems of consecutive functions is good.

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