Cargando…
National Security Indicators Forecasting through the Pandemic
We consider the actual task of developing a mathematical apparatus for quick assessment of the political, social, and economic situation by analyzing the most significant security indicators, taking into account the impact of the pandemic. Therefore we have developed a model concept for predicting n...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588785/ http://dx.doi.org/10.1016/j.ifacol.2021.10.537 |
_version_ | 1784598556771876864 |
---|---|
author | Prikazchikov, Sergey A. Yandybaeva, Natalya V. Bogomolov, Aleksey S. Shuvalov, Konstantin I. |
author_facet | Prikazchikov, Sergey A. Yandybaeva, Natalya V. Bogomolov, Aleksey S. Shuvalov, Konstantin I. |
author_sort | Prikazchikov, Sergey A. |
collection | PubMed |
description | We consider the actual task of developing a mathematical apparatus for quick assessment of the political, social, and economic situation by analyzing the most significant security indicators, taking into account the impact of the pandemic. Therefore we have developed a model concept for predicting national security indicators based on systemic dynamics. Mathematical models created under this concept will consider national security indicators used in some countries’ documents (White Papers) and a set of factors describing the situation with the spread of Covid-19. We selected these factors on the basis of a systematic analysis of the most commonly used pandemic spread models. The concept will allow us to evaluate national stability and security at present with acceptable accuracy and make a short-term forecast. The models constitute causal complexes based on analyzing the relationship between national security indicators and external factors in previous periods. They also will help us to assess the impact of the pandemic on these indicators. With such complexes, we will build a system of differential and residual equations, which will allow us to forecast and analyze the dynamics of national security indicators in the pandemic. Using the concept we have built, it is also possible to develop a scenario approach that examines the hypothetical consequences of different scenarios under variable conditions. We illustrate the solution by Germany’s example, but we can adapt the model for other countries. |
format | Online Article Text |
id | pubmed-8588785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85887852021-11-12 National Security Indicators Forecasting through the Pandemic Prikazchikov, Sergey A. Yandybaeva, Natalya V. Bogomolov, Aleksey S. Shuvalov, Konstantin I. IFAC-PapersOnLine Article We consider the actual task of developing a mathematical apparatus for quick assessment of the political, social, and economic situation by analyzing the most significant security indicators, taking into account the impact of the pandemic. Therefore we have developed a model concept for predicting national security indicators based on systemic dynamics. Mathematical models created under this concept will consider national security indicators used in some countries’ documents (White Papers) and a set of factors describing the situation with the spread of Covid-19. We selected these factors on the basis of a systematic analysis of the most commonly used pandemic spread models. The concept will allow us to evaluate national stability and security at present with acceptable accuracy and make a short-term forecast. The models constitute causal complexes based on analyzing the relationship between national security indicators and external factors in previous periods. They also will help us to assess the impact of the pandemic on these indicators. With such complexes, we will build a system of differential and residual equations, which will allow us to forecast and analyze the dynamics of national security indicators in the pandemic. Using the concept we have built, it is also possible to develop a scenario approach that examines the hypothetical consequences of different scenarios under variable conditions. We illustrate the solution by Germany’s example, but we can adapt the model for other countries. , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2021 2021-11-12 /pmc/articles/PMC8588785/ http://dx.doi.org/10.1016/j.ifacol.2021.10.537 Text en © 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Prikazchikov, Sergey A. Yandybaeva, Natalya V. Bogomolov, Aleksey S. Shuvalov, Konstantin I. National Security Indicators Forecasting through the Pandemic |
title | National Security Indicators Forecasting through the Pandemic |
title_full | National Security Indicators Forecasting through the Pandemic |
title_fullStr | National Security Indicators Forecasting through the Pandemic |
title_full_unstemmed | National Security Indicators Forecasting through the Pandemic |
title_short | National Security Indicators Forecasting through the Pandemic |
title_sort | national security indicators forecasting through the pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588785/ http://dx.doi.org/10.1016/j.ifacol.2021.10.537 |
work_keys_str_mv | AT prikazchikovsergeya nationalsecurityindicatorsforecastingthroughthepandemic AT yandybaevanatalyav nationalsecurityindicatorsforecastingthroughthepandemic AT bogomolovalekseys nationalsecurityindicatorsforecastingthroughthepandemic AT shuvalovkonstantini nationalsecurityindicatorsforecastingthroughthepandemic |