计算机与现代化 ›› 2011, Vol. 1 ›› Issue (11): 18-4.doi: 10.3969/j.issn.1006-2475.2011.11.006

• 算法分析与设计 • 上一篇    下一篇

基于神经网络和SVM配送中心选址研究

吕运芝1,刘婧珏2,徐晓璐2   

  1. 1.宜昌行政学院,湖北宜昌443000; 2.中南财经政法大学,湖北武汉430073
  • 收稿日期:2011-07-16 修回日期:1900-01-01 出版日期:2011-11-28 发布日期:2011-11-28

Research on Distribution Center Location Based on Artificial Neural Networks and SVM

LU Yun-zhi1, LIU Jing-jue2, XU Xiao-lu2   

  1. 1.Yichang Administrative Institute, Yichang 443000, China; 2.Zhongnan University of Economics and Law, Wuhan 430073, China
  • Received:2011-07-16 Revised:1900-01-01 Online:2011-11-28 Published:2011-11-28

摘要:

在研究以前学者用神经网络研究配送中心选址的基础之上,提出一种研究配送中心选址的新算法,即结合神经网络和SVM的算法,并使用不同的方法进行比对试验。通过利用神经网络和SVM处理数据,比较客观地对多个候选方案进行评价,并且举实例说明该算法的实现过程。

关键词: 神经网络, SVM, 配送中心, 选址

Abstract:

This paper proposes a new algorithm of distribution center location based on the precious academic study. This algorithm combines artificial neural networks and support vector machine algorithm, and makes tests with different methods. Through using the artificial neural networks and support vector machine to process data, appraises a lot of candidates objectively, and gives examples of the implementation process.

Key words: neural network, support vector machine, distribution center, location