The risk of contagion spreading and its optimal control in the economy

Detalhes bibliográficos
Autor(a) principal: Kostylenko, Olena
Data de Publicação: 2019
Outros Autores: Rodrigues, Helena Sofia, Torres, Delfim F. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/26063
Resumo: The global crisis of 2008 provoked a heightened interest among scientists to study the phenomenon, its propagation and negative consequences. The process of modelling the spread of a virus is commonly used in epidemiology. Conceptually, the spread of a disease among a population is similar to the contagion process in economy. This similarity allows considering the contagion in the world financial system using the same mathematical model of infection spread that is often used in epidemiology. Our research focuses on the dynamic behaviour of contagion spreading in the global financial network. The effect of infection by a systemic spread of risks in the network of national banking systems of countries is tested. An optimal control problem is then formulated to simulate a control that may avoid significant financial losses. The results show that the proposed approach describes well the reality of the world economy, and emphasizes the importance of international relations between countries on the financial stability.
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spelling The risk of contagion spreading and its optimal control in the economyContagionFinancial VirusInfection SpreadingEpidemiological ModelNetworkOptimal ControlThe global crisis of 2008 provoked a heightened interest among scientists to study the phenomenon, its propagation and negative consequences. The process of modelling the spread of a virus is commonly used in epidemiology. Conceptually, the spread of a disease among a population is similar to the contagion process in economy. This similarity allows considering the contagion in the world financial system using the same mathematical model of infection spread that is often used in epidemiology. Our research focuses on the dynamic behaviour of contagion spreading in the global financial network. The effect of infection by a systemic spread of risks in the network of national banking systems of countries is tested. An optimal control problem is then formulated to simulate a control that may avoid significant financial losses. The results show that the proposed approach describes well the reality of the world economy, and emphasizes the importance of international relations between countries on the financial stability.International Academic Press2019-05-17T16:11:59Z2019-06-01T00:00:00Z2019-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/26063eng2310-5070Kostylenko, OlenaRodrigues, Helena SofiaTorres, Delfim F. M.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:50:26Zoai:ria.ua.pt:10773/26063Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T02:59:08.191010Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The risk of contagion spreading and its optimal control in the economy
title The risk of contagion spreading and its optimal control in the economy
spellingShingle The risk of contagion spreading and its optimal control in the economy
Kostylenko, Olena
Contagion
Financial Virus
Infection Spreading
Epidemiological Model
Network
Optimal Control
title_short The risk of contagion spreading and its optimal control in the economy
title_full The risk of contagion spreading and its optimal control in the economy
title_fullStr The risk of contagion spreading and its optimal control in the economy
title_full_unstemmed The risk of contagion spreading and its optimal control in the economy
title_sort The risk of contagion spreading and its optimal control in the economy
author Kostylenko, Olena
author_facet Kostylenko, Olena
Rodrigues, Helena Sofia
Torres, Delfim F. M.
author_role author
author2 Rodrigues, Helena Sofia
Torres, Delfim F. M.
author2_role author
author
dc.contributor.author.fl_str_mv Kostylenko, Olena
Rodrigues, Helena Sofia
Torres, Delfim F. M.
dc.subject.por.fl_str_mv Contagion
Financial Virus
Infection Spreading
Epidemiological Model
Network
Optimal Control
topic Contagion
Financial Virus
Infection Spreading
Epidemiological Model
Network
Optimal Control
description The global crisis of 2008 provoked a heightened interest among scientists to study the phenomenon, its propagation and negative consequences. The process of modelling the spread of a virus is commonly used in epidemiology. Conceptually, the spread of a disease among a population is similar to the contagion process in economy. This similarity allows considering the contagion in the world financial system using the same mathematical model of infection spread that is often used in epidemiology. Our research focuses on the dynamic behaviour of contagion spreading in the global financial network. The effect of infection by a systemic spread of risks in the network of national banking systems of countries is tested. An optimal control problem is then formulated to simulate a control that may avoid significant financial losses. The results show that the proposed approach describes well the reality of the world economy, and emphasizes the importance of international relations between countries on the financial stability.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-17T16:11:59Z
2019-06-01T00:00:00Z
2019-06
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/26063
url http://hdl.handle.net/10773/26063
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2310-5070
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dc.publisher.none.fl_str_mv International Academic Press
publisher.none.fl_str_mv International Academic Press
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