DocumentCode
3279049
Title
Station segmentation of Hangzhou public free-bicycle system based on improved randomized algorithm
Author
Wu, Hao ; Fang, Xujian ; Xu, Haitao
Author_Institution
Sch. of Software Eng., Hangzhou Dianzi Univ., Hangzhou, China
Volume
4
fYear
2011
fDate
10-13 July 2011
Firstpage
1588
Lastpage
1592
Abstract
In order to cope with "the last kilometer to end a transit trip", hence to ease traffic and parking difficulties, and to boost a sustainable green transportation system, this paper focuses on a bike sharing program implemented in Hangzhou, Zhejiang. There are many and many technology problems in the decision of intelligent dispatch. In this paper, we consider a special case of the system, it is to segment the stations into two sections. An improved randomized algorithm is proposed to do it. After analysis on the performance of algorithm, the result is 0.6378 and better that the trivial case of 0.5.
Keywords
transportation; Hangzhou public free bicycle system; bike sharing program; green transportation system; intelligent dispatch decision; randomized algorithm improvement; station segmentation; Optimization; Segmentation; clustering; data mining; optimization; random algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6017022
Filename
6017022
Link To Document