An Improved Artificial Bee Colony Algorithm

被引：0
|
作者：
Liu, Hongzhi [1 ,2 ]
Gao, Liqun [1 ]
Kong, Xiangyong [1 ]
Zheng, Shuyan [3 ]
机构：
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Liaoning Tech Univ, Fac Elect & Control Engn, Huludao 125105, Peoples R China
[3] Liaoning Tech Univ, Sch Mkt Management, Huludao 125105, Peoples R China
来源：
2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2013年
关键词：
Artificial Bee Colony Algorithm; Solution Search Equation; Initial Population;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Artificial bee colony algorithm (ABC) is a relatively new optimization technique which has been shown to be competitive to other population-based algorithms. In this work, we propose an improved solution search equation in scout bee phase. In addition, the initial population is generated by piecewise Logistic equation to enhance the global convergence. Experiments are conducted on a set of 6 benchmark functions. The results demonstrate good performance of the improved ABC in solving complex numerical optimization problems when compared with other modified ABC algorithms.
引用
收藏
页码：401 / 404
页数：4
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