交通运输系统工程与信息

交通运输系统工程与信息 ›› 2008, Vol. 8 ›› Issue (2): 131-135 .

• 案例分析 • 上一篇    

基于RFID及智能优化的物流配送方法和技术的研究

叶年发1; 沈海燕2,* ; 冯云梅2   

  1. 1．铁道部鉴定中心,北京100844;2.中国铁道科学研究院 电子计算技术研究所，北京100081
  • 收稿日期:2008-01-13 修回日期:2008-03-21 出版日期:2008-04-25 发布日期:2008-04-25
  • 通讯作者: 沈海燕
  • 作者简介:叶年发（1963-），男，江西南昌人，副研究员.

Intelligent Logistics Distribution Method Based on RFID and Optimized Algorithm

YE Nian-fa1 ;SHEN Hai-yan2 ;FENG Yun-mei2   

  1. (1. Appraisal Center of Engineering Design, Ministry of Railways,Beijing 100844,China; 2.Institute of Computing Technologies, China Academy of Railway Sciences, Beijing 100081,China
  • Received:2008-01-13 Revised:2008-03-21 Online:2008-04-25 Published:2008-04-25
  • Contact: SHEN Hai-yan

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摘要： 从车辆装载（VFP）和车辆线路（VRP）联合优化多目标问题出发，对供应链中物流配送优化模型和多目标混合遗传算法进行了重点分析。综合应用基于RFID的货物远距离识别、自动存储和提取、计算机网络通讯技术以及智能控制等技术，开发了仓储物流中心管理系统。应用该系统可实现对货物的进出库及库存的管理与控制，从而提高物流的作业效率，节约物流配送成本。

关键词: RFID, 物流配送, 智能优化, 遗传算法

Abstract: Focusing on multi-objective combined optimization problem of the Vehicle Filling Problem (VFP) and Vehicle Routing Problem (VRP), this paper mainly studies the establishment of the intelligent logistics distribution methods and solution of multi-objective genetic algorithm. Then, using the freight long-distance identify, auto-storage, fetch scheme based on RFID technology, as well as computer network communication and the intelligence control technique, it develops the warehousing management system to manage and control in-storage and out-storage of freight. It raises the efficiency of logistics performance and saves the logistics distribution cost.

Key words: RFID, logistics distribution, intelligent optimize, genetic algorithm

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