Generating Artificial Populations for Traffic Microsimulation

CORC > 自动化研究所 > 中国科学院自动化研究所 > 智能制造技术与系统研究中心 > 先进制造与自动化团队

	Generating Artificial Populations for Traffic Microsimulation
	Hongxia Zhao; Shuming Tang; Yisheng Lv; Tang, Shuming
刊名	IEEE Intelligent Transportation Systems Magazine
	2009
卷号	1 期号:3 页码:22-28
关键词	Aggregates Demography Traffic Control Space Technology Scattering Space Exploration Demand Forecasting Acceleration Transportation Vehicles
英文摘要	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.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/12383]
专题	自动化研究所_智能制造技术与系统研究中心_先进制造与自动化团队
通讯作者	Tang, Shuming
推荐引用方式 GB/T 7714	Hongxia Zhao,Shuming Tang,Yisheng Lv,et al. Generating Artificial Populations for Traffic Microsimulation[J]. IEEE Intelligent Transportation Systems Magazine,2009,1(3):22-28.
APA	Hongxia Zhao,Shuming Tang,Yisheng Lv,&Tang, Shuming.(2009).Generating Artificial Populations for Traffic Microsimulation.IEEE Intelligent Transportation Systems Magazine,1(3),22-28.
MLA	Hongxia Zhao,et al."Generating Artificial Populations for Traffic Microsimulation".IEEE Intelligent Transportation Systems Magazine 1.3(2009):22-28.