中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
RFID networks planning using BF-PSO

文献类型:会议论文

作者Gu, Qiwei; Yin, Kai; Niu B(牛奔); Chen HN(陈瀚宁)
出版日期2012
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
关键词Bacteria Intelligent computing Particle swarm optimization (PSO)
页码181-188
中文摘要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.
收录类别EI ; CPCI(ISTP)
产权排序3
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
语种英语
ISSN号0302-9743
ISBN号978-3-642-31575-6
WOS记录号WOS:000314766200024
源URL[http://ir.sia.cn/handle/173321/9889]  
专题沈阳自动化研究所_信息服务与智能控制技术研究室
推荐引用方式
GB/T 7714
Gu, Qiwei,Yin, Kai,Niu B,et al. RFID networks planning using BF-PSO[C]. 见:8th International Conference on Intelligent Computing Theories and Applications, ICIC 2012. Huangshan, China. July 25, 2012 - July 29, 2012.

入库方式: OAI收割

来源:沈阳自动化研究所

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