Influence of periodic traffic congestion on epidemic spreading

Author:

Zheng Muhua1,Ruan Zhongyuan2,Tang Ming3,Do Younghae4,Liu Zonghua1

Affiliation:

1. Department of Physics, East China Normal University, Shanghai 200062, P. R. China

2. Center for Network Science, Central European University, Nador u. 9, 1051 Budapest, Hungary

3. Web Science Center, University of Electronic Science and Technology of China, Chengdu 611731, P. R. China

4. Department of Mathematics, Kyungpook National University, Daegu 702-701, South Korea

Abstract

In the metropolis, traffic congestion has become a very serious problem, especially in rush hours. This congestion causes people to have more chance to contact each other and thus will accelerate epidemic spreading. To explain this observation, we present a reaction–diffusion (RD) model with a periodic varying diffusion rate to represent the daily traveling behaviors of human beings and its influence to epidemic spreading. By extensive numerical simulations, we find that the epidemic spreading can be significantly influenced by traffic congestion where the amplitude, period and duration of diffusion rate are the three key parameters. Furthermore, a brief theory is presented to explain the effects of the three key parameters. These findings suggest that except the normal ways of controlling contagion in working places and long-distance traveling, controlling the contagion in daily traffic congestion may be another effective way to reduce epidemic spreading.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computational Theory and Mathematics,Computer Science Applications,General Physics and Astronomy,Mathematical Physics,Statistical and Nonlinear Physics

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs;IEEE Transactions on Intelligent Transportation Systems;2023-07

2. A Knowledge-Driven Memory System for Traffic Flow Prediction;Database Systems for Advanced Applications;2023

3. RISK AWARENESS TO EPIDEMIC INFORMATION AND SELF-RESTRICTED TRAVEL BEHAVIOR ON CONTAGION;Advances in Complex Systems;2021-02

4. Epidemic spreading in complex networks;SCIENTIA SINICA Physica, Mechanica & Astronomica;2019-09-02

5. Traffic systems recovery from complete congestion by the targeted dropping of packets;Modern Physics Letters B;2019-03-20

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