| 分销网络RFID使能的CONWIP策略的仿真与优化 |
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| 引用本文： | 韩晓菊,汪定伟.分销网络RFID使能的CONWIP策略的仿真与优化[J].系统工程理论与实践,2017,37(12):3088-3097. |
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| 作者姓名： | 韩晓菊 汪定伟 |
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| 作者单位： | 1. 东北电力大学 自动化工程学院, 吉林 132012;2. 东北大学 信息科学与工程学院, 沈阳 110819 |
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| 基金项目： | 国家自然科学基金重点项目（70931001）；国家自然科学基金面上项目（61273203）；东北电力大学博士科研启动基金（11507） |
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| 摘 要： | 为了改善供应链分销网络的性能,本文将射频识别(RFID)技术应用到供应链管理中.依据单工厂多阶段生产过程中定量在制品法(CONWIP)控制策略的原理,设计了RFID使能的电子流通卡系统,实现了供应链分销网络RFID使能的CONWIP控制策略,并采用基于仿真的自适应全局最优和声搜索算法(SGHS)对策略中的参数进行优化,优化结果证明了SGHS方法的可行性,并通过与其它控制策略的仿真结果对比,验证了RFID使能的CONWIP控制策略在供应链分销网络中应用的有效性及优越性.
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| 关 键 词： | 射频识别 分销网络 基于仿真的优化 和声搜索算法 |
| 收稿时间： | 2016-04-19 |
Simulation and optimization on RFID-enable CONWIP control strategy for supply chain distribution network |
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| HAN Xiaoju,WANG Dingwei.Simulation and optimization on RFID-enable CONWIP control strategy for supply chain distribution network[J].Systems Engineering —Theory & Practice,2017,37(12):3088-3097. |
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| Authors: | HAN Xiaoju WANG Dingwei |
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| Institution: | 1. School of Automation Engineering, Northeast Electric Power University, Jilin 132012, China;2. College of Information Science and Engineering, Northeastern University, Shenyang 110819, China |
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| Abstract: | To improve the performance of the distribution network of supply chain, radio frequency identification (RFID) is applied to the supply chain management. According to the theory of CONWIP strategy of single manufacturing plant, RFID-enable electronic card system is designed and RFID-enable CONWIP control strategy is realized in the distribution network. The strategy is optimized by the simulation-based self-adaptive global best harmony search (SGHS) optimization method, results demonstrate the feasibility of the method. The strategy is compared with other control strategies based on the RFID, simulation results show that the RFID-enable CONWIP strategy is effective and superior in the distribution network management. |
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| Keywords: | radio frequency identification distribution network simulation-based optimization harmony search algorithm |
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