A Security Games Inspired Approach for Distributed Control Of Pandemic Spread

被引:12
作者
Alexi, Ariel [1 ]
Rosenfeld, Ariel [1 ]
Lazebnik, Teddy [2 ]
机构
[1] Bar Ilan Univ, Dept Informat Sci, Ramat Gan, Israel
[2] UCL, Canc Inst, Dept Canc Biol, London, England
关键词
pandemic control; pandemic intervention policy; security games; spatio-temporal model; SIMULATION-MODEL; INFLUENZA; MITIGATION; COVID-19; DISEASE; TOPOLOGY; OUTBREAK; NETWORK; CHINA;
D O I
10.1002/adts.202200631
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Pandemics are a source of extensive mortality, economic impairment, and dramatic social fluctuation. Once a pandemic occurs, policymakers are faced with the highly challenging task of controlling it over time and space. In this article, a novel pandemic intervention policy that relies on the strategic deployment of inspection units (IUs) is proposed. These IUs are allocated in the environment, represented as a graph, and sample individuals who pass through the same node. If a sampled individual is identified as infected, she is extracted from the environment until she recovers (or dies). A realistic simulation-based evaluation of the Influenza A pathogen using both synthetic and real-world data is provided. The results demonstrate potential significant benefits of the proposed PIP in mitigating a pandemic spread which can complement other standard policies such as social distancing and mask-wearing.
引用
收藏
页数:12
相关论文
共 103 条
[1]   Optimal Targeted Lockdowns in a Multigroup SIR Model [J].
Acemoglu, Daron ;
Chernozhukov, Victor ;
Werning, Ivan ;
Whinston, Michael D. .
AMERICAN ECONOMIC REVIEW-INSIGHTS, 2021, 3 (04) :487-502
[2]  
Aglar O., 2020, RES SQUARE
[3]   Effectiveness of workplace social distancing measures in reducing influenza transmission: a systematic review [J].
Ahmed, Faruque ;
Zviedrite, Nicole ;
Uzicanin, Amra .
BMC PUBLIC HEALTH, 2018, 18
[4]  
Alagar VS, 2011, TEXTS COMPUT SCI, P105, DOI 10.1007/978-0-85729-277-3_7
[5]   Dynamic Epidemiological Models for Dengue Transmission: A Systematic Review of Structural Approaches [J].
Andraud, Mathieu ;
Hens, Niel ;
Marais, Christiaan ;
Beutels, Philippe .
PLOS ONE, 2012, 7 (11)
[6]  
[Anonymous], INSPECTION UNITS PA
[7]   Airport pandemic response: An assessment of impacts and strategies after one year with COVID-19 [J].
Arora, Mohit ;
Tuchen, Stefan ;
Nazemi, Mohsen ;
Blessing, Lucienne .
TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES, 2021, 11
[8]  
Atkeson A., 2020, FEDERAL RESERVE BANK, V41, P1, DOI DOI 10.21034/QR.4111
[9]   Pandemics: learning from the past [J].
Baber, Rod .
CLIMACTERIC, 2020, 23 (03) :211-212
[10]  
Barro R.J., 2020, NON PHARM INTERVENTI