Title :
Study of data mining algorithm on logistics net
Author :
Yao, Jiayi ; Zhong, RunTong
Author_Institution :
Sch. of Econ. & Manage., Beijing Jiaotong Univ., Beijing
Abstract :
The Logistics nodes arrangement and establishment location are the key processes to build the whole logistics net architecture. So many factors should be considered to locate the logistics nodes and establishment, and these factors can be mapped to different data mining algorithms. It is an important, practical and valuable study that how to work out the optimization solution based on combination of the characters of data mining algorithms and logistics nodes arrangement and establishment location factors. Some factors, which can influence the logistics nodes arrangement and establishment location, are concluded in this paper, and some solutions and algorithms are proposed based on these factors. Logistics nodes arrangement and establishment location data mining algorithm model is proposed at the end of this paper.
Keywords :
data mining; goods distribution; logistics; optimisation; data mining algorithm; goods delivery structure; location factor; logistics net architecture; logistics node arrangement; optimization solution; Clustering algorithms; Costs; Data analysis; Data mining; Databases; Geography; Logistics; Optimization methods; Stochastic resonance; Transportation; data mining; establishment location; logistics nodes arrangement; optimization solution;
Conference_Titel :
Service Operations and Logistics, and Informatics, 2008. IEEE/SOLI 2008. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2012-4
Electronic_ISBN :
978-1-4244-2013-1
DOI :
10.1109/SOLI.2008.4686393