DocumentCode
1534904
Title
Generating artificial popullations for traffic microsimulation
Author
Zhao, Hongxia ; Tang, Shuming ; Lv, Yisheng
Author_Institution
Chinese Acad. of Sci., Beijing, China
Volume
1
Issue
3
fYear
2009
Firstpage
22
Lastpage
28
Abstract
Travel demand is derived from people´s participation in daily activities scattered in time and space. Traffic microsimulation starts by generating individuals to participate in activities. In this paper, we propose a framework called Artificial Population Systems (APS) in order to automatically generate artificial populations for traffic microsimulation. Different from the conventional approach using empirical data to generate synthetic populations for the base year, our APS framework can generate artificial populations which evolve with time and space. So, with artificial populations, we will get more reasonable traffic demand forecast and analytical results in long term traffic microsimulation.
Keywords
artificial life; digital simulation; road traffic; artificial population system; empirical data; traffic microsimulation; travel demand; Acceleration; Aggregates; Demand forecasting; Demography; Scattering; Space exploration; Space technology; Traffic control; Transportation; Vehicles;
fLanguage
English
Journal_Title
Intelligent Transportation Systems Magazine, IEEE
Publisher
ieee
ISSN
1939-1390
Type
jour
DOI
10.1109/MITS.2009.934643
Filename
5307989
Link To Document