Study on function optimization based on master-slave structure genetic algorithm

被引：0
|
作者：
Yu, Wanxia [1 ]
Zhang, Weicun [2 ]
机构：
[1] Tianjin Univ Technol & Educ, Tianjin 300222, Peoples R China
[2] Tianjin Univ, Sch Management, Tianjin 300222, Peoples R China
来源：
2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4 | 2006年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A genetic algorithm with master-slave structure is proposed. The algorithm is formulated in a form of hierarchical structure. The global search is performed at the master level, while the local search is carried out at the slave level. Through the harmonizing mechanism between master and slave level and special translation function designed for the slave level, the algorithm can execute global exact search without relying on complex coding and genetic operators. The simulation and results from comparison with other algorithms demonstrate the effectiveness of the proposed algorithm.
引用
收藏
页码：1895 / +
页数：2
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