A new artificial bee colony algorithm for numerical optimization

被引：0
|
作者：
Sahed, Oussama Ait [1 ]
Kara, Kamel [1 ]
Benyoucef, Abousoufyane [1 ]
Hadjili, Mohamed Laid [2 ]
机构：
[1] Univ Blida 1, Dept Elect, Lab SET, Blida, Algeria
[2] High Sch Comp Sci HEB ESI, Brussels, Belgium
来源：
3RD INTERNATIONAL CONFERENCE ON CONTROL, ENGINEERING & INFORMATION TECHNOLOGY (CEIT 2015) | 2015年
关键词：
artificial bee colony; artificial intelligence; Numerical function optimization; EFFICIENT;
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：
in this paper a new variant of the artificial bee colony algorithm is proposed. It is a known fact that any good optimization algorithm requires a good balance between exploring and exploiting prominent regions of the search space. To this end, several modifications of the artificial bee colony basic algorithm are introduced in the proposed version. The efficiency of the algorithm is evaluated against four other variants of the ABC algorithm using ten standard numerical benchmark functions. The obtained results show that the proposed algorithm has good performances.
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页数：6
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