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.
出处
《舰船电子对抗》
2007年第6期106-107,共2页
Shipboard Electronic Countermeasure
关键词
遗传算法
多父体
同胞竞争
genetic algorithm
multi-parent
brethren competition
