基于基因调控的改进遗传算法

An Improved Genetic Algorithm Based on Gene Regulation

针对标准遗传算法存在个体多样性差,易陷入局部极小等缺陷,提出了基于基因调控的改进遗传算法。该方法具有结构简单、搜索速度快、操作方便等特点。典型函数测试实验及对比分析结果证明了该方法的有效性,为遗传算法的改进及智能优化方法的研究提供了一条新的途径。

We present improved Genetic Algorithms based on Gene Regulation to the shortcomings in standard Genetic Algorithms such as difference for individual variety, easy being driven to partial infinitesimal. This method is provided with a simple structure, high - speed searching and convenient manipulation. This method is proved effective through testing with typical function and contrasting and analyzing the result. This provides a new way for the improve ment on Gene Regulation and the research in intelligent optimization.