人工蜂群算法研究综述

人工蜂群算法是近年来群智能方向的研究热点.首先介绍了蜂群算法的思想,然后从Markov链角度证明了蜂群算法的收敛性,从算法改进和算法应用两个方面对蜂群算法的研究现状进行了总结,与其他算法进行了优缺点的对比,最后指出了蜂群算法进一步研究的方向.

Overview of research on artificial bee colony algorithms

Artificial bee colony algorithm is a kind of swarm intelligence,its research is a hotspot in recent years.Firstly,we introduce the idea of this algorithm,and then we prove the convergence of the algorithm from the perspective of Markov chain. The improvements and applications of the algorithm are summarized. We contrast this algorithm with other algorithms from the advantages and disadvantages angle.At last ,we concluded the direction of the algorithm for further research.