| 人工蜂群算法的研究综述 |
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| 引用本文： | 鲍韦韦,刘婷,邹康,张立毅,王金海.人工蜂群算法的研究综述[J].山西电子技术,2012(2):90-91. |
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| 作者姓名： | 鲍韦韦 刘婷 邹康 张立毅 王金海 |
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| 作者单位： | [1]天津工业大学电子与信息工程学院,天津300387 [2]天津大学电子信息工程学院,天津300072 [3]天津商业大学信息工程学院,天津300134 |
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| 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。
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| 关 键 词： | 群体智能 采蜜行为 ABC算法 |
Overview of Artificial Bee Colony Algorithm |
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| Bao Wei-wei,Liu Ting,Zou Kang,Zhang Li-yi,Wang Jin-hai.Overview of Artificial Bee Colony Algorithm[J].Shanxi Electronic Technology,2012(2):90-91. |
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| Authors: | Bao Wei-wei Liu Ting Zou Kang Zhang Li-yi Wang Jin-hai |
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| Affiliation: | 1.School of Electronics and Information Engineering,Tianjin Polytechnic University,Tianjin 300387,China; 2.School of Electronic and Information Engineering,Tianjin University,Tianjin 300072,China; 3.School of Information Engineering,Tianjin University of Commerce,Tianjin 300134,China) |
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| Abstract: | 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. |
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| Keywords: | swarm intelligence foraging behavior artificial bee colony algorithm |
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