摘要
介绍了遗传算法中一种新的交叉策略 ,它利用逼近方法决定遗传算法中子代个体的位置 .采用这种交叉策略可以使子代快速地向更高适应度的区域移动 ,实验数据说明使用这种交叉策略的遗传算法可以极大地提高算法获得最优解的速度 .
This paper presents a crossover strategy that utilizes an approximation concept to steer the location of progeny in genetic algorithm. The use of such a crossover strategy provides the capacity of quickly moving progeny toward regions with improved fitness. Experiment results demonstrated that genetic algorithms with this crossover strategy could greatly accelerate the speed on obtaining optimal solutions.
出处
《控制理论与应用》
EI
CAS
CSCD
北大核心
2002年第6期981-984,共4页
Control Theory & Applications
关键词
快速寻优
遗传算法
交叉策略
逼近
genetic algorithms
crossover strategy
approximation
