A discrete artificial bee colony algorithm for RFID network scheduling

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	A discrete artificial bee colony algorithm for RFID network scheduling
	Qi WY(齐维毅); Shen H(申海); Chen HN(陈瀚宁)
刊名	International Journal of Advancements in Computing Technology
	2012
卷号	4 期号:14 页码:324-332
关键词	Artificial intelligence Radio frequency identification (RFID) Scheduling
ISSN号	2005-8039
产权排序	2
中文摘要	The operation of RFID systems often involves a situation in which multiple readers physically located near one another may interfere with one another's operation. Such reader collision must be minimized to avoid the faulty or miss reads. This paper, therefore, aims to use a successful swarm intelligence technique called artificial bee colony (ABC) algorithm to minimize both the reader-to reader interference and total system transaction time in RFID reader networks. As the RFID network scheduling model formulated in this work is a discrete problem, a binary version of artificial bee colony (BABC) algorithm is proposed in this study. Unlike the original ABC algorithm, the proposed BABC represents a food source as a discrete binary variable and applies discrete operators to change the foraging trajectories of the employed bees, onlookers and scouts in the probability that a coordinate will take on a zero or one value. Numerical results for two test cases with different scales, which contain 30 and 60 readers respectively, have been presented to demonstrate the performance of the proposed methodology.
收录类别	EI
语种	英语
公开日期	2013-04-21
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/10577]
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	Qi WY,Shen H,Chen HN. A discrete artificial bee colony algorithm for RFID network scheduling[J]. International Journal of Advancements in Computing Technology,2012,4(14):324-332.
APA	Qi WY,Shen H,&Chen HN.(2012).A discrete artificial bee colony algorithm for RFID network scheduling.International Journal of Advancements in Computing Technology,4(14),324-332.
MLA	Qi WY,et al."A discrete artificial bee colony algorithm for RFID network scheduling".International Journal of Advancements in Computing Technology 4.14(2012):324-332.