Agent-based computational modelling: Facing complexity

Bibliographic Details
Main Author: Coelho, Helder
Publication Date: 2018
Format: Article
Language: por
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: https://doi.org/10.34627/rcc.v2i0.57
Summary: The analysis of social and dynamical systems faces a paradigm shift, from mathematical methods to agent-based simulation. It is a new line of thinking, multidisciplinary, where technological and conceptual innovations grow, and where artificial societies of individual and intelligent agents are generated to replicate simple and plausible human beings. This paper deals with agent models and the ways how simple rules of social interaction grow explanations of complex behaviors. Through two examples (technological innovation in a science park and design of tax compliance policies) we show how Swarm and NetLogo tools were explored to model real worlds.
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spelling Agent-based computational modelling: Facing complexityModelação Computacional Baseada em Agentes: Enfrentar a ComplexidadeThe analysis of social and dynamical systems faces a paradigm shift, from mathematical methods to agent-based simulation. It is a new line of thinking, multidisciplinary, where technological and conceptual innovations grow, and where artificial societies of individual and intelligent agents are generated to replicate simple and plausible human beings. This paper deals with agent models and the ways how simple rules of social interaction grow explanations of complex behaviors. Through two examples (technological innovation in a science park and design of tax compliance policies) we show how Swarm and NetLogo tools were explored to model real worlds.A análise dos sistemas sociais e dinâmicos assiste a uma mudança de paradigma, dos métodos matemáticos tradicionais para a simulação baseada em agentes. Trata-se de uma nova linha de pensar, interdisciplinar, onde abundam inovações metodológicas e conceptuais, e onde se criam sociedades artificiais com agentes individuais e inteligentes que se comportam como seres humanos muito simples e plausíveis. Neste artigo abordam-se os modelos desses agentes e os modos como regras simples de interacção social local geram explicações de comportamentos complexos. Através de dois exemplos (inovação tecnológica num parque de ciência e desenho de políticas de tributação), mostra-se como as ferramentas Swarm e NetLogo foram exploradas para modelar os mundos reais.Universidade Aberta2018-04-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://doi.org/10.34627/rcc.v2i0.57oai:ojs2.journals.uab.pt:article/57Revista de Ciências da Computação; v. 2 (2007); 0-132182-18011646-633010.34627/rcc.v2i0reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAPporhttps://journals.uab.pt/index.php/rcc/article/view/57https://doi.org/10.34627/rcc.v2i0.57https://journals.uab.pt/index.php/rcc/article/view/57/91Direitos de Autor (c) 2018 Universidade Abertainfo:eu-repo/semantics/openAccessCoelho, Helder2022-10-25T11:31:52Zoai:ojs2.journals.uab.pt:article/57Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T10:34:09.618036Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Agent-based computational modelling: Facing complexity
Modelação Computacional Baseada em Agentes: Enfrentar a Complexidade
title Agent-based computational modelling: Facing complexity
spellingShingle Agent-based computational modelling: Facing complexity
Coelho, Helder
title_short Agent-based computational modelling: Facing complexity
title_full Agent-based computational modelling: Facing complexity
title_fullStr Agent-based computational modelling: Facing complexity
title_full_unstemmed Agent-based computational modelling: Facing complexity
title_sort Agent-based computational modelling: Facing complexity
author Coelho, Helder
author_facet Coelho, Helder
author_role author
dc.contributor.author.fl_str_mv Coelho, Helder
description The analysis of social and dynamical systems faces a paradigm shift, from mathematical methods to agent-based simulation. It is a new line of thinking, multidisciplinary, where technological and conceptual innovations grow, and where artificial societies of individual and intelligent agents are generated to replicate simple and plausible human beings. This paper deals with agent models and the ways how simple rules of social interaction grow explanations of complex behaviors. Through two examples (technological innovation in a science park and design of tax compliance policies) we show how Swarm and NetLogo tools were explored to model real worlds.
publishDate 2018
dc.date.none.fl_str_mv 2018-04-02
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/other
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://doi.org/10.34627/rcc.v2i0.57
oai:ojs2.journals.uab.pt:article/57
url https://doi.org/10.34627/rcc.v2i0.57
identifier_str_mv oai:ojs2.journals.uab.pt:article/57
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://journals.uab.pt/index.php/rcc/article/view/57
https://doi.org/10.34627/rcc.v2i0.57
https://journals.uab.pt/index.php/rcc/article/view/57/91
dc.rights.driver.fl_str_mv Direitos de Autor (c) 2018 Universidade Aberta
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Direitos de Autor (c) 2018 Universidade Aberta
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Aberta
publisher.none.fl_str_mv Universidade Aberta
dc.source.none.fl_str_mv Revista de Ciências da Computação; v. 2 (2007); 0-13
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1646-6330
10.34627/rcc.v2i0
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collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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