单亲遗传算法的遗传算子分析  

Analysis on the Genetic Operators of Partheno-Genetic Algorithm

作　　者：李茂军[1] 罗日成[1] 童调生[2] 

机构地区：[1]长沙电力学院电力工程系,410077 [2]湖南大学电气与信息工程学院,长沙410082

出　　处：《系统工程与电子技术》2001年第8期84-87,共4页Systems Engineering and Electronics

基　　金：教育部博士点基金资助课题 ( 980 5 32 0 5 )

摘　　要：给出了单亲遗传算法的几种主要遗传算子 ,分析了单亲遗传算法遗传算子的性质 ,证明了单亲遗传算法的几种基因重组算子具有相同的遗传操作功能 ,并分析了不同基因重组算子对适值计算式的影响。所得出的仿真实验结论对如何选择合适的遗传算子、提高计算效率具有重要的意义。Several mostly genetic operators of partheno - genetic algorithms are presented, and the property of them is analyzed. It is proved that several genetic recombination operators of partheno - genetic algorithms have the same genetic function. It is analyzed that these genetic recombination operators have an effect on the formula of individual fitness. Finally, the experiment results show that the computation efficiency can be improved by selecting appropriate genetic operators.

关 键 词：单亲遗传算法 遗传算子 人工智能 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]