多父体同胞竞争机制在遗传算法中的应用  

Application of Multi-parent and Brethren Competition Mechanism to Genetic Algorithm

作　　者：杨瑞民[1] 高俊尧[1] 

机构地区：[1]电子工程学院,合肥230037

出　　处：《舰船电子对抗》2007年第6期106-107,共2页Shipboard Electronic Countermeasure

摘　　要：首先分析了遗传算法的优点,然后指出了标准遗传算法的不足。为解决标准遗传算法存在的早期收敛,提出了多父体和同胞竞争机制来提高种群的多样性。通过试验证明,改进后的算法具有很好的性能。This paper firstly analyzes the advantage of genetic algorithm,then points out the disadvantage of the standard genetic algorithm. In order to solve the early convergence existing in the standard genetic algorithm,this paper puts forward multi-parent and brethren competition mechanism to increase the diversity of the colony. It is proved by the test that the modified algorithm has the better performance.

关 键 词：遗传算法 多父体 同胞竞争 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]