Computer analysis of human belligerency

Detalhes bibliográficos
Autor(a) principal: Machado, José A.Tenreiro
Data de Publicação: 2020
Outros Autores: Lopes, António M., Mata, Maria Eugénia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/107920
Resumo: War is a cause of gains and losses. Economic historians have long stressed the extreme importance of considering the economic potential of society for belligerency, the role of management of chaos to bear the costs of battle and casualties, and ingenious and improvisation methodologies for emergency management. However, global and inter-temporal studies on warring are missing. The adoption of computational tools for data processing is a key modeling option with present day resources. In this paper, hierarchical clustering techniques and multidimensional scaling are used as efficient instruments for visualizing and describing military conflicts by electing different metrics to assess their characterizing features: time, time span, number of belligerents, and number of casualties. Moreover, entropy is adopted for measuring war complexity over time. Although wars have been an important topic of analysis in all ages, they have been ignored as a subject of nonlinear dynamics and complex system analysis. This paper seeks to fill these gaps in the literature by proposing a quantitative perspective based on algorithmic strategies. We verify the growing number of events and an explosion in their characteristics. The results have similarities to those exhibited by systems with increasing volatility, or evolving toward chaotic-like behavior. We can question also whether such dynamics follow the second law of thermodynamics since the adopted techniques reflect a system expanding the entropy.
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spelling Computer analysis of human belligerencyComplex systemsData visualization;multidimensional scalingEntropyHierarchical clusteringMathematics(all)War is a cause of gains and losses. Economic historians have long stressed the extreme importance of considering the economic potential of society for belligerency, the role of management of chaos to bear the costs of battle and casualties, and ingenious and improvisation methodologies for emergency management. However, global and inter-temporal studies on warring are missing. The adoption of computational tools for data processing is a key modeling option with present day resources. In this paper, hierarchical clustering techniques and multidimensional scaling are used as efficient instruments for visualizing and describing military conflicts by electing different metrics to assess their characterizing features: time, time span, number of belligerents, and number of casualties. Moreover, entropy is adopted for measuring war complexity over time. Although wars have been an important topic of analysis in all ages, they have been ignored as a subject of nonlinear dynamics and complex system analysis. This paper seeks to fill these gaps in the literature by proposing a quantitative perspective based on algorithmic strategies. We verify the growing number of events and an explosion in their characteristics. The results have similarities to those exhibited by systems with increasing volatility, or evolving toward chaotic-like behavior. We can question also whether such dynamics follow the second law of thermodynamics since the adopted techniques reflect a system expanding the entropy.NOVA School of Business and Economics (NOVA SBE)RUNMachado, José A.TenreiroLopes, António M.Mata, Maria Eugénia2020-11-27T23:26:18Z2020-082020-08-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/107920engPURE: 19641423https://doi.org/10.3390/MATH8081201info: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:RCAAP2024-03-11T04:52:39Zoai:run.unl.pt:10362/107920Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:41:06.410823Repositório 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 Computer analysis of human belligerency
title Computer analysis of human belligerency
spellingShingle Computer analysis of human belligerency
Machado, José A.Tenreiro
Complex systems
Data visualization;multidimensional scaling
Entropy
Hierarchical clustering
Mathematics(all)
title_short Computer analysis of human belligerency
title_full Computer analysis of human belligerency
title_fullStr Computer analysis of human belligerency
title_full_unstemmed Computer analysis of human belligerency
title_sort Computer analysis of human belligerency
author Machado, José A.Tenreiro
author_facet Machado, José A.Tenreiro
Lopes, António M.
Mata, Maria Eugénia
author_role author
author2 Lopes, António M.
Mata, Maria Eugénia
author2_role author
author
dc.contributor.none.fl_str_mv NOVA School of Business and Economics (NOVA SBE)
RUN
dc.contributor.author.fl_str_mv Machado, José A.Tenreiro
Lopes, António M.
Mata, Maria Eugénia
dc.subject.por.fl_str_mv Complex systems
Data visualization;multidimensional scaling
Entropy
Hierarchical clustering
Mathematics(all)
topic Complex systems
Data visualization;multidimensional scaling
Entropy
Hierarchical clustering
Mathematics(all)
description War is a cause of gains and losses. Economic historians have long stressed the extreme importance of considering the economic potential of society for belligerency, the role of management of chaos to bear the costs of battle and casualties, and ingenious and improvisation methodologies for emergency management. However, global and inter-temporal studies on warring are missing. The adoption of computational tools for data processing is a key modeling option with present day resources. In this paper, hierarchical clustering techniques and multidimensional scaling are used as efficient instruments for visualizing and describing military conflicts by electing different metrics to assess their characterizing features: time, time span, number of belligerents, and number of casualties. Moreover, entropy is adopted for measuring war complexity over time. Although wars have been an important topic of analysis in all ages, they have been ignored as a subject of nonlinear dynamics and complex system analysis. This paper seeks to fill these gaps in the literature by proposing a quantitative perspective based on algorithmic strategies. We verify the growing number of events and an explosion in their characteristics. The results have similarities to those exhibited by systems with increasing volatility, or evolving toward chaotic-like behavior. We can question also whether such dynamics follow the second law of thermodynamics since the adopted techniques reflect a system expanding the entropy.
publishDate 2020
dc.date.none.fl_str_mv 2020-11-27T23:26:18Z
2020-08
2020-08-01T00:00:00Z
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https://doi.org/10.3390/MATH8081201
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