摘要
人工蜂群算法是一种基于蜜蜂采蜜行为的新兴群体智能算法,通过不同角色蜜蜂间的交流、转换和协作来实现群体智能。基于此,首先阐述了基本ABC算法和二进制ABC算法的原理,然后针对基本ABC算法存在的不足,从四个方面综述了各种改进算法,最后对ABC算法在一些领域中的应用现状和对未来研究方向进行了概括总结。
Artificial bee colony algorithm is a new swarm intelligence technique inspired by the behavior of honey bees foraging,and it achieves swarm intelligence through the communication,conversion and collaboration of different roles of bees.At first this paper introduces the principles of the basic ABC algorithm;then the improved ABC algorithms are discussed from four aspects;finally,the current application status and the future study trends are introduced.
出处
《山西电子技术》
2012年第2期90-91,共2页
Shanxi Electronic Technology
关键词
群体智能
采蜜行为
ABC算法
swarm intelligence
foraging behavior
artificial bee colony algorithm
