姚文俊.一种基于正交实验设计的遗传算法[J].中南民族大学学报自然科学版,2004,(1):62-65
一种基于正交实验设计的遗传算法
An Improved Genetic Algorithm Based on Orthogonal Experimental Design Method
  修订日期:2003-09-01
DOI:10.12130/znmdzk.20040120
中文关键词: 正交实验法  遗传算法  正交数组  初始种群  交叉算子
英文关键词: orthogonal experimental design method,Genetic Algorithm,orthogonal array,initial population,orthogonal crossover
基金项目:
作者:姚文俊
摘要点击次数: 434
全文下载次数: 
中文摘要:
      将正交实验设计法与遗传算法结合,介绍了正交初始化的种群和正交的交叉算子,得到一种正交遗传算法.经仿真实验,该算法收敛性和解的质量均优于标准遗传算法.
英文摘要:
      In this paper, the orthogonal experimental design method and Genetic Algorithm are integrated,and generates the initial population and designs the orthogonal crossover operator. It gives an Orthogonal Genetic Algorithm. The new Algorithm is presented on MATLAB, the advantage of fast convergence and high precision can be indicated in the simulation.
查看全文   查看/发表评论  下载PDF阅读器
关闭