Conference Proceedings

Synthesizing Attributes of Unchosen Alternatives in a Mode Choice Model using an Agent-based Model and Web-based Multimodal Trip Planners

Stephan Winter, Zahra Navidi, Meead Saberi

Transport Research Board | Published : 2018

Abstract

The paper aims to investigate the application of agent-based simulation and web-based routing applications in synthesizing the attributes of unchosen alternatives in a mode choice model. Revealed preference data usually contains rich information on travelers’ real-world constraints and preferences. However, it often lacks information on unchosen alternatives which prevents researchers to take a full advantage of the data. This work addresses this problem by using simulation and web-based routing applications to synthesize the missing information. The synthesized data are compared with household travel survey data, and are used to estimate a series of mode choice models. The implied values of..

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University of Melbourne Researchers

Grants

Awarded by Australian Research Council


Funding Acknowledgements

This work has been supported by a grant from the Australian Research Council (LP120200130). Patrick Sunter (https://github.com/PatSunter/pyOTPA) has helped in setting up OTP for the Greater Melbourne transit network.