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)
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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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