Evaluation of choice set generation algorithms for route choice models

Evaluation of choice set generation algorithms for route choice models

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Article ID: iaor20071373
Country: Netherlands
Volume: 144
Issue: 1
Start Page Number: 235
End Page Number: 247
Publication Date: Apr 2006
Journal: Annals of Operations Research
Authors: , ,
Keywords: urban affairs
Abstract:

This paper discusses choice set generation and route choice model estimation for large-scale urban networks. Evaluating the effectiveness of Advanced Traveler Information Systems (ATIS) requires accurate models of how drivers choose routes based on their awareness of the roadway network and their perceptions of travel time. Many of the route choice models presented in the literature pay little attention to empirical estimation and validation procedures. In this paper, a route choice data set collected in Boston is described and the ability of several different route generation algorithms to produce paths similar to those observed in the survey is analyzed. The paper also presents estimation results of some route choice models recently developed using the data set collected.

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