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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: EI ; CPCI(ISTP)
EI收录号: 20123415354301
WOS记录号: WOS:000314766200024
产权排序: 3
ISSN号: 0302-9743
ISBN号: 978-3-642-31575-6
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.
语种: 英语
Citation statistics:
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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作者单位: 1.College of Management, Shenzhen 518060, China
2.Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei 230031, China
3.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110000, China
4.Institute for Cultural Industries, Shenzhen University, Shenzhen 518060, China

Recommended Citation:
Gu, Qiwei,Yin, Kai,Niu B,et al. RFID networks planning using BF-PSO[C]. 8th International Conference on Intelligent Computing Theories and Applications, ICIC 2012. Huangshan, China. July 25, 2012 - July 29, 2012.RFID networks planning using BF-PSO.
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