关键词: 增强烟花算法, 无线射频识别, 网络规划, 优化

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 experimental 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 Optimization-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.