A SVR-based Model of Site Selection for Distribution Centers

摘要：

Based on the drawbacks of current decision methods for distribution centers site selection, A support vector regression algorithm was been introduced, and then an idea of decision based on the algorithm was explained and a mathematic model based on the idea was proposed. At last, the method was illustrated through examples, the results obtained by using support vector machine method were compared with that from neural network method and empirical analysis, and the results show that the support vector regression method was more effective.

关键词： logistics management site selection support vector regression neural network distribution center

作者: Qisheng Yan Xueqin Zhu Zhiqiang Wu

作者单位: East China Institute of Technology Fuzhou, JiangXi 344000,P.R. China

会议类型: 国际会议

会议名称: 2007 Conference on Systems Science, Management Science and System Dynamics(第二届系统科学、管理科学与系统动力学国际会议)

会议地点: 上海

会议语种:英文

页码: 2567-2572

在线出版日期: 2007-10-19（万方平台首次上网日期，不代表论文的发表时间）