【摘要】 早熟现象一直是遗传算法 (GAs)所面临的主要问题 .为了防止单一种群近亲繁殖导致早熟 ,本文将人类的联姻策略应用于遗传算法中 ,提出了一种基于“联姻”策略的并行遗传算法 .对比实验显示出该算法极其优异的性能 .同时 ,文中尝试了一种新的遗传算子 ,为遗传算法的硬件实现奠定了基础更多还原

【Abstract】 Premature convergence has been a main problem in Genetic Algorithms (GAs).In order to prevent premature convergence,the allied strategy of human being is introduce into GAs,and a parallel genetic algorithm based on the allied strategy (PGAAS) is presentod.Excellent performance is showed in compared experiments.A new genetic operator is also used in this paper which establishes the foundation of implementing GAs by hardware.更多还原