计算机工程与应用2017，Vol.53Issue(3)：23-27,5.DOI:10.3778/j.issn.1002-8331.1607-0055
利用增强烟花算法对RFID网络进行规划
Enhanced fireworks algorithm for RFID network planning
摘要
Abstract
In order to realize the RFID(Radio Frequency Identification)network planning for thecomplex environment, in the implementation of the enhanced fireworks algorithm for multi-objective RFID network planning problem,this paper uses hierarchical approach to objectives. It proposes an optimization model of RFID network system that is, to achieve tag 100%coverage, to deploy fewer readers, to avoid signal interference while using less transmitting power. For experimen-tal purposes it uses standard benchmark sets and makes a comparative analysis withGPSO(Global topology Particle Swarm Optimization)、VNPSO(Von Neumann topology Particle Swarm Optimization)、GPSO-RNP(Global topology Particle Swarm Optimization-RFID Network Planning)and VNPSO-RNP(Von Neumann topology Particle Swarm Opti-mization-RFID Network Planning). Experiment results show that the algorithm can be more effective in theplanning of multi-objectiveRFIDnetwork, and the optimization scheme can be obtained more effectively.关键词
增强烟花算法/无线射频识别/网络规划/优化Key words
enhanced fireworks algorithm/radio frequency identification/network planning/optimization分类
数理科学引用本文复制引用
杨志升,朱参世,高杨军..利用增强烟花算法对RFID网络进行规划[J].计算机工程与应用,2017,53(3):23-27,5.基金项目
国家自然科学基金青年基金项目(No.71601183). （No.71601183）
