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Route choice modeling: background and recent developments
KTH, School of Architecture and the Built Environment (ABE), Transport and Economics (closed 20110301), Transport and Location Analysis (closed 20110301). KTH, School of Architecture and the Built Environment (ABE), Centres, Centre for Transport Studies, CTS.
2010 (English)Conference paper, Published paper (Other academic)
Abstract [en]

Predicting traffic of individual drivers' behavior is an important part of many transport relatedapplications, for example, traffic simulation and intelligent GPS navigation. Travelers have differenttrip purposes, habits, preferences, et cetera, and do not necessarily choose the shortest path. For thisreason, random utility models (RUM) are used and the topic of this talk is the estimation of such modelsbased on trip observations in real networks (revealed preferences data) and their application. Using theRUM framework, there are two main issues that need to be addressed; definition of alternatives andmodeling correlation among alternatives. The talk has the following outline. First a background to routechoice modeling (static uni-modal networks) is given and an application in the Swedish city of Borlängeis used as an example. Second, a sampling of alternatives approach for the definition of choice sets ispresented (joint work with Moshe Ben-Akiva and Michel Bierlaire). Finally, some future researchdirections are discussed.

Place, publisher, year, edition, pages
2010.
National Category
Transport Systems and Logistics
Identifiers
URN: urn:nbn:se:kth:diva-71334OAI: oai:DiVA.org:kth-71334DiVA: diva2:486664
Conference
Cirrelt Seminar. Montreal, Canada. October 21 2010
Note
TSC import 135 2012-01-30. QC 20120424Available from: 2012-01-31 Created: 2012-01-31 Last updated: 2012-04-24Bibliographically approved

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  • apa
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  • Other locale
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  • asciidoc
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