A framework for the data-consistent deployment of urban microsimulations

作者: Gunnar Flötteröd , Michel Bierlaire

DOI:

关键词: Urban systemTransport engineeringMicrosimulationEngineeringData scienceLand useSoftware deploymentEstimationUrban modelScenario analysisLevel of detail

摘要: Microsimulation-based models of urban systems have proven to be powerful tools for prediction and scenario analysis, with a particular yet continuously expanding focus on transportation land use. They bring along high level detail, but they also come at the cost enormous data needs their estimation. This article develops framework continuous deployment microsimulation-based model that integrates existing emerging sources.

参考文章(34)
Michel Bierlaire, Jeffrey Newman, Jingmin Chen, Using Location Observations to Observe Routing for Choice Models Transportation Research Board 89th Annual MeetingTransportation Research Board. ,(2010)
Paul Waddell, Gudmundur F. Ulfarsson, Introduction to Urban Simulation: Design and Development of Operational Models Emerald Group Publishing Limited. ,vol. 5, ,(2004) , 10.1108/9781615832538-013
Michael Wegener, Overview of Land Use Transport Models Emerald Group Publishing Limited. ,vol. 5, ,(2004) , 10.1108/9781615832538-009
Gunnar Flötteröd, Michel Bierlaire, Improved estimation of travel demand from traffic counts by a new linearization of the network loading map European Transport Conference, 2009Association for European Transport (AET). ,(2009)
Michel Bierlaire, Carolina Osorio, Mitigating Network Congestion: Analytical Models, Optimization Methods and their Applications 90th Annual Meeting. ,(2011)
R. Chrobok, A. Pottmeier, J. Wahle, M. Schreckenberg, Traffic Forecast Using a Combination of On-Line Simulation and Traffic Data Springer, Berlin, Heidelberg. pp. 345- 350 ,(2003) , 10.1007/978-3-662-10583-2_34
Alvin Raj, Amarnag Subramanya, Dieter Fox, Jeff Bilmes, Rao-Blackwellized Particle Filters for Recognizing Activities and Spatial Context from Wearable Sensors Experimental Robotics. pp. 211- 221 ,(2008) , 10.1007/978-3-540-77457-0_20
Michel Bierlaire, Carolina Osorio, A Multi-Model Algorithm for the Optimization of Congested Networks European Transport Conference, 2009Association for European Transport (AET). ,(2009)