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题名: RFID networks planning using BF-PSO
作者: Gu, Qiwei ; Yin, Kai ; Niu B(牛奔) ; Chen HN(陈瀚宁)
作者部门: 信息服务与智能控制技术研究室
会议名称: 8th International Conference on Intelligent Computing Theories and Applications, ICIC 2012
会议日期: July 25, 2012 - July 29, 2012
会议地点: Huangshan, China
会议主办者: IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China
会议录: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
会议录出版者: Springer Verlag
会议录出版地: Heidelberg, Germany
出版日期: 2012
页码: 181-188
收录类别: CPCI(ISTP) ; EI
ISSN号: 0302-9743
ISBN号: 978-3642315756
关键词: Bacteria ; Intelligent computing ; Particle swarm optimization (PSO)
摘要: RFID network planning (RNP) problem is a core challenge in the widespread application of RFID networks. In this paper, we develop a new mathematical model for planning RFID networks with multiple objectives, including carbon emissions, economic efficiency, load balance, interference between readers and coverage. Bacteria Foraging oriented by Particle Swarm Optimization (BF-PSO) is to solve optimize the proposed model. To demonstrate the effectiveness and efficiency of BF-PSO, the simulation results are compared with Bacteria Foraging Optimization (BFO), a real-coded Genetic Algorithm (RGA) and the Self-adaptive ES (SA-ES) on the RFID network planning problem. © 2012 Springer-Verlag.
产权排序: 3
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/9889
Appears in Collections:信息服务与智能控制技术研究室_会议论文

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