Journal article
Methodological transferability in route choice modeling
Technion, Israel Institute of Technology, Faculty of Civil and Environmental Engineering, Technion Campus, Haifa 32000, Israel
Technion, Israel Institute of Technology, Transportation Research Institute, Technion Campus, Haifa 32000, Israel
The search for the shortest path constitutes the common practice in actual traffic studies, as this simplistic route choice model enables the universal implementation of traffic assignment and simulation procedures to every network configuration. The literature illustrates the large efforts in trying to move forward from this simplistic approach, the limited attempts in modeling route choice behavior from revealed preference data, and the nonexistent endeavor in investigating the transferability of more realistic path generation techniques and route choice models.This paper introduces a test to analyze the transferability of path generation techniques that is based on a newly defined efficiency index for the evaluation of their “cost-effectiveness”.
Then, equality of model estimates is tested to examine the transferability of route choice models, based on a methodology normally used in the estimation of models with mixed data (typically revealed and stated preference data) and on an existing transferability test statistic commonly used in mode choice modeling.
Lastly, an experiment is presented to illustrate the implementation of the transferability tests, based on revealed preference data from two different case studies.Experiment results show that path generation techniques are totally transferable at the model specification level and partially transferable at the model parameter level, and that transferability is generally verified when parameters optimized for a larger network are successfully applied to a smaller network.
Experiment results also show that not all route choice models are transferable at the model specification level, and none are transferable at the model parameter level.
Language: | English |
---|---|
Year: | 2009 |
Pages: | 422-437 |
ISSN: | 18792367 and 01912615 |
Types: | Journal article |
DOI: | 10.1016/j.trb.2008.08.003 |