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。
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.
出处
《物流工程与管理》
2013年第10期109-112,100,共5页
Logistics Engineering and Management
关键词
物流配送
路线优化
聚类分析
遗传算法
logistics distribution
route optimization
cluster algorithm
