自适应遗传算法的改进与应用Improvement and Application of a Self- Adaptive Genetic Algorithm
史明霞;陶林波;沈建京;
摘要(Abstract)：
针对遗传算法易出现早熟现象,通过对标准遗传算法和自适应遗传算法的分析研究,本文对自适应遗传算法进行了改进。即在保留以往自适应遗传算法优点的同时,设计了与种群个体分布及种群规模的波动情况相关的自适应遗传算子。实验结果表明:该算法不易陷入局部极值,收敛速度快。
关键词(KeyWords)： 遗传算法;早熟现象;自适应遗传算子;改进的自适应遗传算法;中间区域
基金项目(Foundation):
作者(Authors): 史明霞;陶林波;沈建京;
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