先锋遗传算法在多峰值函数优化中的应用  

Application of Vanguard Genetic Algorithms in the Optimization of Multi-peak Functions

作　　者：陈丽娟[1] 杨国军[1] 陈瑾[1] 温正忠[1] 

机构地区：[1]西安电子科技大学机电工程学院,陕西西安710071

出　　处：《电子科技》2006年第1期40-43,共4页Electronic Science and Technology

摘　　要：本文对遗传算法应用于多峰值数值函数优化进行了研究,通过对算法的综合和改进,克服了传统遗传算法计算多峰值函数时容易出现的遗传漂移问题,实现了优化目的,证实了先锋遗传算法应用于此类问题的可行性和有效性。The application of genetic algorithms in the optimization of multi-peak function is studied. Through the colligation and the improvement of the algorithms, the genetic drift problem which tends to appear when the traditional genetic algorithms are used to solve multi-peak functions is overcome and optimization is therefore achieved. It is shown that vanguard genetic algorithms are feasible in solving problems of this kind.

关 键 词：多峰值数值函数 先锋遗传算法 优化算法 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]