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Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective
COVID-19 is a global epidemic. Till now, there is no remedy for this epidemic. However, isolation and social distancing are seemed to be effective preventive measures to control this pandemic. Therefore, in this article, an optimization problem is formulated that accommodates both isolation and soci...
Formato: | Online Artículo Texto |
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Lenguaje: | English |
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IEEE
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545264/ https://www.ncbi.nlm.nih.gov/pubmed/34812371 http://dx.doi.org/10.1109/ACCESS.2020.3040821 |
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collection | PubMed |
description | COVID-19 is a global epidemic. Till now, there is no remedy for this epidemic. However, isolation and social distancing are seemed to be effective preventive measures to control this pandemic. Therefore, in this article, an optimization problem is formulated that accommodates both isolation and social distancing features of the individuals. To promote social distancing, we solve the formulated problem by applying a noncooperative game that can provide an incentive for maintaining social distancing to prevent the spread of COVID-19. Furthermore, the sustainability of the lockdown policy is interpreted with the help of our proposed game-theoretic incentive model for maintaining social distancing where there exists a Nash equilibrium. Finally, we perform an extensive numerical analysis that shows the effectiveness of the proposed approach in terms of achieving the desired social-distancing to prevent the outbreak of the COVID-19 in a noncooperative environment. Numerical results show that the individual incentive increases more than 85% with an increasing percentage of home isolation from 25% to 100% for all considered scenarios. The numerical results also demonstrate that in a particular percentage of home isolation, the individual incentive decreases with an increasing number of individuals. |
format | Online Article Text |
id | pubmed-8545264 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | IEEE |
record_format | MEDLINE/PubMed |
spelling | pubmed-85452642021-11-18 Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective IEEE Access Social Implications of Technology COVID-19 is a global epidemic. Till now, there is no remedy for this epidemic. However, isolation and social distancing are seemed to be effective preventive measures to control this pandemic. Therefore, in this article, an optimization problem is formulated that accommodates both isolation and social distancing features of the individuals. To promote social distancing, we solve the formulated problem by applying a noncooperative game that can provide an incentive for maintaining social distancing to prevent the spread of COVID-19. Furthermore, the sustainability of the lockdown policy is interpreted with the help of our proposed game-theoretic incentive model for maintaining social distancing where there exists a Nash equilibrium. Finally, we perform an extensive numerical analysis that shows the effectiveness of the proposed approach in terms of achieving the desired social-distancing to prevent the outbreak of the COVID-19 in a noncooperative environment. Numerical results show that the individual incentive increases more than 85% with an increasing percentage of home isolation from 25% to 100% for all considered scenarios. The numerical results also demonstrate that in a particular percentage of home isolation, the individual incentive decreases with an increasing number of individuals. IEEE 2020-11-26 /pmc/articles/PMC8545264/ /pubmed/34812371 http://dx.doi.org/10.1109/ACCESS.2020.3040821 Text en This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Social Implications of Technology Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title | Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title_full | Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title_fullStr | Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title_full_unstemmed | Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title_short | Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective |
title_sort | controlling the outbreak of covid-19: a noncooperative game perspective |
topic | Social Implications of Technology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545264/ https://www.ncbi.nlm.nih.gov/pubmed/34812371 http://dx.doi.org/10.1109/ACCESS.2020.3040821 |
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