• 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