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Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle

Most recent route choice models, following either the random utility maximization or rule-based paradigm, require explicit enumeration of feasible routes. The quality of model estimation and prediction is sensitive to the appropriateness of the consideration set. However, few empirical studies of re...

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Detalles Bibliográficos
Autores principales: Zhu, Shanjiang, Levinson, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4534461/
https://www.ncbi.nlm.nih.gov/pubmed/26267756
http://dx.doi.org/10.1371/journal.pone.0134322
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author Zhu, Shanjiang
Levinson, David
author_facet Zhu, Shanjiang
Levinson, David
author_sort Zhu, Shanjiang
collection PubMed
description Most recent route choice models, following either the random utility maximization or rule-based paradigm, require explicit enumeration of feasible routes. The quality of model estimation and prediction is sensitive to the appropriateness of the consideration set. However, few empirical studies of revealed route characteristics have been reported in the literature. This study evaluates the widely applied shortest path assumption by evaluating routes followed by residents of the Minneapolis—St. Paul metropolitan area. Accurate Global Positioning System (GPS) and Geographic Information System (GIS) data were employed to reveal routes people used over an eight to thirteen week period. Most people did not choose the shortest path. Using three weeks of that data, we find that current route choice set generation algorithms do not reveal the majority of paths that individuals took. Findings from this study may guide future efforts in building better route choice models.
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spelling pubmed-45344612015-08-24 Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle Zhu, Shanjiang Levinson, David PLoS One Research Article Most recent route choice models, following either the random utility maximization or rule-based paradigm, require explicit enumeration of feasible routes. The quality of model estimation and prediction is sensitive to the appropriateness of the consideration set. However, few empirical studies of revealed route characteristics have been reported in the literature. This study evaluates the widely applied shortest path assumption by evaluating routes followed by residents of the Minneapolis—St. Paul metropolitan area. Accurate Global Positioning System (GPS) and Geographic Information System (GIS) data were employed to reveal routes people used over an eight to thirteen week period. Most people did not choose the shortest path. Using three weeks of that data, we find that current route choice set generation algorithms do not reveal the majority of paths that individuals took. Findings from this study may guide future efforts in building better route choice models. Public Library of Science 2015-08-12 /pmc/articles/PMC4534461/ /pubmed/26267756 http://dx.doi.org/10.1371/journal.pone.0134322 Text en © 2015 Zhu, Levinson http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zhu, Shanjiang
Levinson, David
Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title_full Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title_fullStr Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title_full_unstemmed Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title_short Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
title_sort do people use the shortest path? an empirical test of wardrop’s first principle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4534461/
https://www.ncbi.nlm.nih.gov/pubmed/26267756
http://dx.doi.org/10.1371/journal.pone.0134322
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