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A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory
In this paper, we study a routing and travel-mode choice problem for mobility systems with a multimodal transportation network as a “mobility game” with coupled action sets. We formulate an atomic routing game to focus on the travelers’ preferences and study the impact on the efficiency of the trave...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162573/ https://www.ncbi.nlm.nih.gov/pubmed/37146023 http://dx.doi.org/10.1371/journal.pone.0285322 |
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author | Chremos, Ioannis Vasileios Malikopoulos, Andreas A. |
author_facet | Chremos, Ioannis Vasileios Malikopoulos, Andreas A. |
author_sort | Chremos, Ioannis Vasileios |
collection | PubMed |
description | In this paper, we study a routing and travel-mode choice problem for mobility systems with a multimodal transportation network as a “mobility game” with coupled action sets. We formulate an atomic routing game to focus on the travelers’ preferences and study the impact on the efficiency of the travelers’ behavioral decision-making under rationality and prospect theory. To control the innate inefficiencies, we introduce a mobility “pricing mechanism,” in which we model traffic congestion using linear cost functions while also considering the waiting times at different transport hubs. We show that the travelers’ selfish actions lead to a pure-strategy Nash equilibrium. We then perform a Price of Anarchy and Price of Stability analysis to establish that the mobility system’s inefficiencies remain relatively low and the social welfare at a NE remains close to the social optimum as the number of travelers increases. We deviate from the standard game-theoretic analysis of decision-making by extending our mobility game to capture the subjective behavior of travelers using prospect theory. Finally, we provide a detailed discussion of implementing our proposed mobility game. |
format | Online Article Text |
id | pubmed-10162573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101625732023-05-06 A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory Chremos, Ioannis Vasileios Malikopoulos, Andreas A. PLoS One Research Article In this paper, we study a routing and travel-mode choice problem for mobility systems with a multimodal transportation network as a “mobility game” with coupled action sets. We formulate an atomic routing game to focus on the travelers’ preferences and study the impact on the efficiency of the travelers’ behavioral decision-making under rationality and prospect theory. To control the innate inefficiencies, we introduce a mobility “pricing mechanism,” in which we model traffic congestion using linear cost functions while also considering the waiting times at different transport hubs. We show that the travelers’ selfish actions lead to a pure-strategy Nash equilibrium. We then perform a Price of Anarchy and Price of Stability analysis to establish that the mobility system’s inefficiencies remain relatively low and the social welfare at a NE remains close to the social optimum as the number of travelers increases. We deviate from the standard game-theoretic analysis of decision-making by extending our mobility game to capture the subjective behavior of travelers using prospect theory. Finally, we provide a detailed discussion of implementing our proposed mobility game. Public Library of Science 2023-05-05 /pmc/articles/PMC10162573/ /pubmed/37146023 http://dx.doi.org/10.1371/journal.pone.0285322 Text en © 2023 Chremos, Malikopoulos https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Chremos, Ioannis Vasileios Malikopoulos, Andreas A. A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title | A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title_full | A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title_fullStr | A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title_full_unstemmed | A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title_short | A traveler-centric mobility game: Efficiency and stability under rationality and prospect theory |
title_sort | traveler-centric mobility game: efficiency and stability under rationality and prospect theory |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162573/ https://www.ncbi.nlm.nih.gov/pubmed/37146023 http://dx.doi.org/10.1371/journal.pone.0285322 |
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