DocumentCode
2347683
Title
Introduction to Applications of Swarm in Transportation Researches
Author
He, Zhengbing ; Ma, Shoufeng
Author_Institution
Inst. of Syst. Eng., Tianjin Univ., Tianjin, China
fYear
2011
fDate
15-19 April 2011
Firstpage
1045
Lastpage
1048
Abstract
The paper introduces applications of Swarm, an agent-based simulation platform, in transportation researches. A specific example is given, in which a traffic network is built, drivers are classified into three different groups based on learning abilities to route choices, and then a case study is conducted to illustrate the effect of individual´s learning ability on spatial distribution of vehicles on the traffic network. Last, potential transportation researches based on Swarm are discussed, such as varieties of agents, topology structures of the traffic network, macroscopic fundamental diagram, etc.
Keywords
traffic; transportation; vehicles; agent-based simulation; learning ability; spatial distribution; traffic network; transportation; vehicle; Biological system modeling; Driver circuits; Information systems; Learning systems; Modeling; Vehicles; Macroscopic phenomena; Mutli-agent; Swarm; Urban traffic network;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Sciences and Optimization (CSO), 2011 Fourth International Joint Conference on
Conference_Location
Yunnan
Print_ISBN
978-1-4244-9712-6
Electronic_ISBN
978-0-7695-4335-2
Type
conf
DOI
10.1109/CSO.2011.7
Filename
5957835
Link To Document