计算机应用研究Issue(11)：3295-3299,5.DOI:10.3969/j.issn.1001-3695.2015.11.021
一种人工蜂群算法改进方案
Improved artificial bee colony algorithm
摘要
Abstract
In order to improve the efficiency of artificial bee colony algorithm,this paper improved search strategy of onlooker bees and scout bees.Specifically,the improved algorithm presented crowd indicators and designed an adaptive neighborhood search strategy for onlooker bees based on crowd indicators.Meanwhile,in order to keep the diversity of population and avoid premature convergence,this paper designed poor individual reset mechanism for scout bees.The simulation results of eight typical functions show that the improved algorithm has achieved good results in convergence speed and accuracy,compared with the basic artificial bee colony algorithm and other similar algorithms.关键词
人工蜂群算法/跟随蜂/侦察蜂/邻域搜索Key words
artificial bee colony algorithm/onlooker bees/scout bees/neighborhood searching分类
信息技术与安全科学引用本文复制引用
梁静,葛宇,冉晓娟,李琦..一种人工蜂群算法改进方案[J].计算机应用研究,2015,(11):3295-3299,5.基金项目
四川省教育厅资助项目 （）
