Cargando…
Traffic Games: Modeling Freeway Traffic with Game Theory
We apply game theory to a vehicular traffic model to study the effect of driver strategies on traffic flow. The resulting model inherits the realistic dynamics achieved by a two-lane traffic model and aims to incorporate phenomena caused by driver-driver interactions. To achieve this goal, a game-th...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5113900/ https://www.ncbi.nlm.nih.gov/pubmed/27855176 http://dx.doi.org/10.1371/journal.pone.0165381 |
_version_ | 1782468257939193856 |
---|---|
author | Cortés-Berrueco, Luis E. Gershenson, Carlos Stephens, Christopher R. |
author_facet | Cortés-Berrueco, Luis E. Gershenson, Carlos Stephens, Christopher R. |
author_sort | Cortés-Berrueco, Luis E. |
collection | PubMed |
description | We apply game theory to a vehicular traffic model to study the effect of driver strategies on traffic flow. The resulting model inherits the realistic dynamics achieved by a two-lane traffic model and aims to incorporate phenomena caused by driver-driver interactions. To achieve this goal, a game-theoretic description of driver interaction was developed. This game-theoretic formalization allows one to model different lane-changing behaviors and to keep track of mobility performance. We simulate the evolution of cooperation, traffic flow, and mobility performance for different modeled behaviors. The analysis of these results indicates a mobility optimization process achieved by drivers’ interactions. |
format | Online Article Text |
id | pubmed-5113900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-51139002016-12-08 Traffic Games: Modeling Freeway Traffic with Game Theory Cortés-Berrueco, Luis E. Gershenson, Carlos Stephens, Christopher R. PLoS One Research Article We apply game theory to a vehicular traffic model to study the effect of driver strategies on traffic flow. The resulting model inherits the realistic dynamics achieved by a two-lane traffic model and aims to incorporate phenomena caused by driver-driver interactions. To achieve this goal, a game-theoretic description of driver interaction was developed. This game-theoretic formalization allows one to model different lane-changing behaviors and to keep track of mobility performance. We simulate the evolution of cooperation, traffic flow, and mobility performance for different modeled behaviors. The analysis of these results indicates a mobility optimization process achieved by drivers’ interactions. Public Library of Science 2016-11-17 /pmc/articles/PMC5113900/ /pubmed/27855176 http://dx.doi.org/10.1371/journal.pone.0165381 Text en © 2016 Cortés-Berrueco et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Cortés-Berrueco, Luis E. Gershenson, Carlos Stephens, Christopher R. Traffic Games: Modeling Freeway Traffic with Game Theory |
title | Traffic Games: Modeling Freeway Traffic with Game Theory |
title_full | Traffic Games: Modeling Freeway Traffic with Game Theory |
title_fullStr | Traffic Games: Modeling Freeway Traffic with Game Theory |
title_full_unstemmed | Traffic Games: Modeling Freeway Traffic with Game Theory |
title_short | Traffic Games: Modeling Freeway Traffic with Game Theory |
title_sort | traffic games: modeling freeway traffic with game theory |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5113900/ https://www.ncbi.nlm.nih.gov/pubmed/27855176 http://dx.doi.org/10.1371/journal.pone.0165381 |
work_keys_str_mv | AT cortesberruecoluise trafficgamesmodelingfreewaytrafficwithgametheory AT gershensoncarlos trafficgamesmodelingfreewaytrafficwithgametheory AT stephenschristopherr trafficgamesmodelingfreewaytrafficwithgametheory |