DocumentCode
400048
Title
Study on real time traffic flow routing algorithm based on case based reasoning
Author
Shi, Song-Quan ; Gong, Xiaoyan ; Mo, Hong
Author_Institution
Inst. of Autom., Chinese Acad. of Sci., Beijing, China
Volume
1
fYear
2003
fDate
12-15 Oct. 2003
Firstpage
163
Abstract
In order to improve timeliness of the current traffic routing algorithms, this paper proposed a traffic flow routing scheme based on CBR (case based reasoning). In this scheme, current situation of road network which includes traffic flow of every road at time t, predict traffic flow of every road at time t+Δt, routing strategy and evaluation index is regarded as a case, then when incidents occurs, the current situation of road network makes such a case. And the scheme will search similar cases in history case database to assist operators to make the final decision. Take Beijing as an example, this paper makes an detailed introduction of every step of the scheme.
Keywords
case-based reasoning; decision trees; real-time systems; road traffic; traffic information systems; Beijing; CBR; case based reasoning; case database; decision trees; real time traffic flow routing algorithm; road network; traffic information system; Automation; Computer aided software engineering; Databases; History; Information retrieval; Intelligent control; Roads; Routing; Telecommunication traffic; Telephony;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN
0-7803-8125-4
Type
conf
DOI
10.1109/ITSC.2003.1251941
Filename
1251941
Link To Document