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Switch between critical percolation modes in city traffic dynamics

Percolation transition is widely observed in networks ranging from biology to engineering. While much attention has been paid to network topologies, studies rarely focus on critical percolation phenomena driven by network dynamics. Using extensive real data, we study the critical percolation propert...

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Autores principales: Zeng, Guanwen, Li, Daqing, Guo, Shengmin, Gao, Liang, Gao, Ziyou, Stanley, H. Eugene, Havlin, Shlomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6320510/
https://www.ncbi.nlm.nih.gov/pubmed/30591562
http://dx.doi.org/10.1073/pnas.1801545116
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author Zeng, Guanwen
Li, Daqing
Guo, Shengmin
Gao, Liang
Gao, Ziyou
Stanley, H. Eugene
Havlin, Shlomo
author_facet Zeng, Guanwen
Li, Daqing
Guo, Shengmin
Gao, Liang
Gao, Ziyou
Stanley, H. Eugene
Havlin, Shlomo
author_sort Zeng, Guanwen
collection PubMed
description Percolation transition is widely observed in networks ranging from biology to engineering. While much attention has been paid to network topologies, studies rarely focus on critical percolation phenomena driven by network dynamics. Using extensive real data, we study the critical percolation properties in city traffic dynamics. Our results suggest that two modes of different critical percolation behaviors are switching in the same network topology under different traffic dynamics. One mode of city traffic (during nonrush hours or days off) has similar critical percolation characteristics as small world networks, while the other mode (during rush hours on working days) tends to behave as a 2D lattice. This switching behavior can be understood by the fact that the high-speed urban roads during nonrush hours or days off (that are congested during rush hours) represent effective long-range connections, like in small world networks. Our results might be useful for understanding and improving traffic resilience.
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spelling pubmed-63205102019-01-09 Switch between critical percolation modes in city traffic dynamics Zeng, Guanwen Li, Daqing Guo, Shengmin Gao, Liang Gao, Ziyou Stanley, H. Eugene Havlin, Shlomo Proc Natl Acad Sci U S A Physical Sciences Percolation transition is widely observed in networks ranging from biology to engineering. While much attention has been paid to network topologies, studies rarely focus on critical percolation phenomena driven by network dynamics. Using extensive real data, we study the critical percolation properties in city traffic dynamics. Our results suggest that two modes of different critical percolation behaviors are switching in the same network topology under different traffic dynamics. One mode of city traffic (during nonrush hours or days off) has similar critical percolation characteristics as small world networks, while the other mode (during rush hours on working days) tends to behave as a 2D lattice. This switching behavior can be understood by the fact that the high-speed urban roads during nonrush hours or days off (that are congested during rush hours) represent effective long-range connections, like in small world networks. Our results might be useful for understanding and improving traffic resilience. National Academy of Sciences 2019-01-02 2018-12-27 /pmc/articles/PMC6320510/ /pubmed/30591562 http://dx.doi.org/10.1073/pnas.1801545116 Text en Copyright © 2019 the Author(s). Published by PNAS. http://creativecommons.org/licenses/by/4.0/ This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (http://creativecommons.org/licenses/by/4.0/) .
spellingShingle Physical Sciences
Zeng, Guanwen
Li, Daqing
Guo, Shengmin
Gao, Liang
Gao, Ziyou
Stanley, H. Eugene
Havlin, Shlomo
Switch between critical percolation modes in city traffic dynamics
title Switch between critical percolation modes in city traffic dynamics
title_full Switch between critical percolation modes in city traffic dynamics
title_fullStr Switch between critical percolation modes in city traffic dynamics
title_full_unstemmed Switch between critical percolation modes in city traffic dynamics
title_short Switch between critical percolation modes in city traffic dynamics
title_sort switch between critical percolation modes in city traffic dynamics
topic Physical Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6320510/
https://www.ncbi.nlm.nih.gov/pubmed/30591562
http://dx.doi.org/10.1073/pnas.1801545116
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