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Complex scenarios with competing factors: A conception paper applied to the COVID-19 case
A theory to analyze complex scenarios facing threats with competing factors and limited resources has been introduced. The scenarios are modeled as closed systems. Hamilton’s principle of stationary action is used to conceive a theory in which competing factors dispute available resources to minimiz...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8058760/ https://www.ncbi.nlm.nih.gov/pubmed/33897104 http://dx.doi.org/10.1007/s11071-021-06361-y |
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author | Brandão, Mauricio Pazini |
author_facet | Brandão, Mauricio Pazini |
author_sort | Brandão, Mauricio Pazini |
collection | PubMed |
description | A theory to analyze complex scenarios facing threats with competing factors and limited resources has been introduced. The scenarios are modeled as closed systems. Hamilton’s principle of stationary action is used to conceive a theory in which competing factors dispute available resources to minimize undesirable outcomes. The result indicates that the minimum response is obtained by a combination of the competing factors weighted by their corresponding criticalities. The theory has been applied to the COVID-19 pandemic with two competing factors: Health and Economy. As main result, to minimize the total number of deaths, the recommendation is to balance the emphasis on both factors. This implies to give more emphasis to the economic factor, by avoiding restrict interventions like lockdowns and business closures. The model may evolve from a qualitative to a quantitative status, allowing for computational simulations aimed at validations and forecasting. As such, this approach may become a useful tool for strategic decision-making regarding resources allocations to reduce guessing in scenarios full of uncertainties. |
format | Online Article Text |
id | pubmed-8058760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-80587602021-04-21 Complex scenarios with competing factors: A conception paper applied to the COVID-19 case Brandão, Mauricio Pazini Nonlinear Dyn Original Paper A theory to analyze complex scenarios facing threats with competing factors and limited resources has been introduced. The scenarios are modeled as closed systems. Hamilton’s principle of stationary action is used to conceive a theory in which competing factors dispute available resources to minimize undesirable outcomes. The result indicates that the minimum response is obtained by a combination of the competing factors weighted by their corresponding criticalities. The theory has been applied to the COVID-19 pandemic with two competing factors: Health and Economy. As main result, to minimize the total number of deaths, the recommendation is to balance the emphasis on both factors. This implies to give more emphasis to the economic factor, by avoiding restrict interventions like lockdowns and business closures. The model may evolve from a qualitative to a quantitative status, allowing for computational simulations aimed at validations and forecasting. As such, this approach may become a useful tool for strategic decision-making regarding resources allocations to reduce guessing in scenarios full of uncertainties. Springer Netherlands 2021-04-21 2021 /pmc/articles/PMC8058760/ /pubmed/33897104 http://dx.doi.org/10.1007/s11071-021-06361-y Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Brandão, Mauricio Pazini Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title | Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title_full | Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title_fullStr | Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title_full_unstemmed | Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title_short | Complex scenarios with competing factors: A conception paper applied to the COVID-19 case |
title_sort | complex scenarios with competing factors: a conception paper applied to the covid-19 case |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8058760/ https://www.ncbi.nlm.nih.gov/pubmed/33897104 http://dx.doi.org/10.1007/s11071-021-06361-y |
work_keys_str_mv | AT brandaomauriciopazini complexscenarioswithcompetingfactorsaconceptionpaperappliedtothecovid19case |