TY - JOUR
T1 - A Security Games Inspired Approach for Distributed Control Of Pandemic Spread
AU - Alexi, Ariel
AU - Rosenfeld, Ariel
AU - Lazebnik, Teddy
N1 - Publisher Copyright:
© 2022 Wiley-VCH GmbH.
PY - 2023/2
Y1 - 2023/2
N2 - 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.
AB - 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.
KW - pandemic control
KW - pandemic intervention policy
KW - security games
KW - spatio-temporal model
UR - http://www.scopus.com/inward/record.url?scp=85144103695&partnerID=8YFLogxK
U2 - 10.1002/adts.202200631
DO - 10.1002/adts.202200631
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AN - SCOPUS:85144103695
SN - 2513-0390
VL - 6
JO - Advanced Theory and Simulations
JF - Advanced Theory and Simulations
IS - 2
M1 - 2200631
ER -