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Behavioral calibration and analysis of a large-scale travel microsimulation
Transport and Mobility Laboratory (TRANSP-OR), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
2012 (English)In: Networks and Spatial Economics, ISSN 1566-113X, E-ISSN 1572-9427, Vol. 12, no 4, 481-502 p.Article in journal (Refereed) Published
Abstract [en]

This article reports on the calibration and analysis of a fully disaggregate (agent-based) transport simulation for the metropolitan area of Zurich. The agent-based simulation goes beyond traditional transport models in that it equilibrates not only route choice but all-day travel behavior, including departure time choice and mode choice. Previous work has shown that the application of a novel calibration technique that adjusts all choice dimensions at once from traffic counts yields cross-validation results that are competitive with any state-of-the-art four-step model. While the previous study aims at a methodological illustration of the calibration method, this work focuses on the real-world scenario, and it elaborates on the usefulness of the obtained results for further demand analysis purposes.

Place, publisher, year, edition, pages
2012. Vol. 12, no 4, 481-502 p.
Keyword [en]
Disaggregate demand calibration, Dynamic traffic assignment, Multi-agent simulation, Real-world application
National Category
Transport Systems and Logistics
Identifiers
URN: urn:nbn:se:kth:diva-76741DOI: 10.1007/s11067-011-9164-9ISI: 000312185800001Scopus ID: 2-s2.0-84871135632OAI: oai:DiVA.org:kth-76741DiVA: diva2:491114
Funder
TrenOp, Transport Research Environment with Novel Perspectives
Note

TSC import 808 2012-02-06. QC 20130208

Available from: 2012-02-06 Created: 2012-02-06 Last updated: 2017-12-08Bibliographically approved

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf