• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2015, Vol. 37 ›› Issue (04): 734-739.

• 论文 • Previous Articles     Next Articles

A novel artificial bee colony algorithm
based on dynamic search strategy  

WANG Zhigang   

  1. (School of Mathematics,Taizhou College,Nanjing Normal University,Taizhou 225300,China)
  • Received:2014-02-24 Revised:2014-04-23 Online:2015-04-25 Published:2015-04-25

Abstract:

To prevent the traditional artificial bee colony algorithm from being trapped into premature phenomenon,we propose a novel artificial bee colony algorithm based on dynamic search strategy,in which two different search strategies are combined to produce a new one.We dynamically take the advantages of the two different search strategies,making a balance between the local search ability and the global search ability.Benchmark functions are tested, and the results demonstrate that the new algorithm has fast convergence, high accuracy and more robustness,and is more suitable to solve highdimensional complex global optimization problems.

Key words: artificial bee colony algorithm;dynamic;search strategy