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题名: Cooperative approaches to artificial bee colony algorithm
作者: Zou WP(邹文平) ; Zhu YL(朱云龙) ; Chen HN(陈瀚宁) ; Zhu Z(朱珠)
作者部门: 工业信息学研究室
会议名称: 2010 International Conference on Computer Application and System Modeling, ICCASM 2010
会议日期: October 22-24, 2010
会议地点: Taiyuan, China
会议主办者: Shanxi University; Taiyuan University of Technology; Taiyuan University of Science and Technology; Shanxi Normal University
会议录: ICCASM 2010 - 2010 International Conference on Computer Application and System Modeling, Proceedings
会议录出版者: IEEE Computer Society
会议录出版地: Piscataway, NJ, USA
出版日期: 2010
页码: V944-V948
收录类别: EI
ISBN号: 9781424472369
关键词: Algorithms ; Computer applications ; Convergence of numerical methods
摘要: Article Bee Colony (ABC) is one of the most recently introduced algorithms based on the intelligent foraging behavior of a honey bee swarm. This paper presents a variation on the original ABC algorithm, namely the Cooperative Article Bee Colony (CABC), which significantly improves the original ABC in solving complex optimization problems. In this work, CABC algorithm is used for optimizing six widely-used benchmark functions and the comparative results produced by ABC, Particle Swarm Optimization (PSO) and its cooperative version (CPSO) have been studied. The simulation results showed that the proposed CABC outperforms the other three algorithms in terms of accuracy, robustness and convergence speed.
产权排序: 1
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/8342
Appears in Collections:工业信息学研究室_会议论文

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