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
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