Reducing urban traffic congestion due to localized routing decisions


Balancing traffic flow by influencing drivers' route choices to alleviate congestion is becoming increasingly more appealing in urban traffic planning. Here, we introduce a discrete dynamical model comprising users who make their own routing choices on the basis of local information and those who consider routing advice based on localized inducement. We identify the formation of traffic patterns, develop a scalable optimization method for identifying control values used for user guidance, and test the effectiveness of these measures on synthetic and real-world road networks.

Publication DOI:
Divisions: College of Engineering & Physical Sciences
College of Engineering & Physical Sciences > Systems analytics research institute (SARI)
Additional Information: Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI. Funding: B.L. and D.S. acknowledge support from the Leverhulme Trust (RPG-2018-092), European Union’s Horizon 2020 research and innovation programme under the Marie SkłodowskaCurie Grant Agreement No. 835913. D.S. acknowledges support from the EPSRC programme grant TRANSNET (EP/R035342/1). A.Y.L. acknowledges support from the Laboratory Directed Research and Development program of Los Alamos National Laboratory under Projects No. 20190059DR and No. 20200121ER.
Uncontrolled Keywords: statistical physics, routing, traffic,Physics and Astronomy(all)
Publication ISSN: 2643-1564
Last Modified: 18 Jun 2024 07:29
Date Deposited: 07 Sep 2020 12:30
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Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
https://journal ... search.2.032059 (Publisher URL)
PURE Output Type: Article
Published Date: 2020-09-02
Accepted Date: 2020-08-20
Authors: Li, Bo (ORCID Profile 0000-0001-9743-9447)
Saad, David (ORCID Profile 0000-0001-9821-2623)
Lokhov, Andrey Y.



Version: Published Version

License: Creative Commons Attribution

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