| 基于遗传算法的物流配送路线优化系统设计与实现——以长沙某超市为例 |
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| 引用本文： | 强浓,王忠伟.基于遗传算法的物流配送路线优化系统设计与实现——以长沙某超市为例[J].商品储运与养护,2013(10):109-112,100. |
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| 作者姓名： | 强浓 王忠伟 |
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| 作者单位： | 中南林业科技大学交通运输与物流学院,湖南长沙410004 |
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| 摘 要： | 以长沙某超市为例，设计了将聚类分析和遗传算法结合的算法来求解VRP模型。在此基础上，将该算法求解模型引入到物流配送路线优化系统中。最后，通过系统流程的分析，提出切实可行的系统开发方案，对数据集成和功能集成进行了深入探讨，选择了组件式GIS开发工具ArcEngine和VisualBasic语言集成算法程序，实现物流配送路线的优化与可视化。
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| 关 键 词： | 物流配送 路线优化 聚类分析 遗传算法 |
Design and Implementation of the Optimization of Logistics Distribution Routing System Based on Genetic Algorithm --A Case Study in One Supermarket of Changsha |
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| Institution: | QIANG Nong,WANG Zhong- wei ( School of Transportation＆Logistics, Central South University of Forestry＆Technology, Changsha 410004, China) |
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| Abstract: | A case study in one supermarket of Changsha,the algorithm combining cluster analysis and genetic algorithm is designed to solve the the VRP model. On the basis of that,the algorithm is used to design the logistics route optimization system. Finally,through the analysis of system processes, the practical system development program was put forward and disscuss in - depth data integration and functionaI integration, select the development tools of Component GIS ArcEngine and VisualBasic language integrated algorithm to achieve the optimization visualization of logistics route. |
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| Keywords: | logistics distribution route optimization cluster algorithm |
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