Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations

Introduction: The article arises from the research Agent-based modeling and simulation as an alternative for the study of business organizations, conducted during 2016 at the Universidad Distrital Francisco José de Caldas, Bogotá. The authors summarize the most outstanding literature published on th...

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Autores:
Susatama, Karol D. Cepeda
Ruíz, Kelly A. Durango
Arévalo, Luz Bohórquez
Tipo de recurso:
Article of journal
Fecha de publicación:
2017
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
spa
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/9413
Acceso en línea:
https://revistas.ucc.edu.co/index.php/in/article/view/1838
https://hdl.handle.net/20.500.12494/9413
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openAccess
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Copyright (c) 2017 Journal of Engineering and Education
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dc.title.eng.fl_str_mv Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
dc.title.spa.fl_str_mv Modelación y simulación basada en agentes como alternativa para el estudio de las organizaciones empresariales
dc.title.por.fl_str_mv Modelação e simulação baseadas em agentes como alternativa para o estudo das organizações empresariais
title Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
spellingShingle Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
title_short Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
title_full Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
title_fullStr Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
title_full_unstemmed Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
title_sort Agent-based Modeling and Simulation as an Alternative for the Study of Business Organizations
dc.creator.fl_str_mv Susatama, Karol D. Cepeda
Ruíz, Kelly A. Durango
Arévalo, Luz Bohórquez
dc.contributor.author.none.fl_str_mv Susatama, Karol D. Cepeda
Ruíz, Kelly A. Durango
Arévalo, Luz Bohórquez
description Introduction: The article arises from the research Agent-based modeling and simulation as an alternative for the study of business organizations, conducted during 2016 at the Universidad Distrital Francisco José de Caldas, Bogotá. The authors summarize the most outstanding literature published on the modeling and simulation of complex systems throughout history, particularly agent-based models, in order to form an opinion on their possible contributions to management research. Method: We analyzed the information collected from scientific articles in ProQuest and Scopus databases from 1990 to date, including key concepts of modeling and simulation, based on agents described in some books. Results: Traditional approaches, characterized by the use of statistics and classical mathematics, are not relevant to model organizations because of their deterministic and reductionist view. Therefore, an alternative approach is presented for the study of organizations that are found in the modeling and simulation techniques of the sciences of complexity, whose purpose is to study systems characterized by emerging behaviors. Conclusions: Despite its low popularity, the implementation of these alternatives cannot only benefit organizations, but can also contribute to the creation of guidelines for greater appropriation of simulation models for organizations.
publishDate 2017
dc.date.accessioned.none.fl_str_mv 2019-05-14T21:07:53Z
dc.date.available.none.fl_str_mv 2019-05-14T21:07:53Z
dc.date.none.fl_str_mv 2017-05-01
dc.type.none.fl_str_mv Artículo
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
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dc.identifier.none.fl_str_mv https://revistas.ucc.edu.co/index.php/in/article/view/1838
10.16925/in.v13i22.1838
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/9413
url https://revistas.ucc.edu.co/index.php/in/article/view/1838
https://hdl.handle.net/20.500.12494/9413
identifier_str_mv 10.16925/in.v13i22.1838
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.ucc.edu.co/index.php/in/article/view/1838/1940
https://revistas.ucc.edu.co/index.php/in/article/view/1838/2494
dc.rights.none.fl_str_mv Copyright (c) 2017 Journal of Engineering and Education
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv Copyright (c) 2017 Journal of Engineering and Education
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.eng.fl_str_mv Universidad Cooperativa de Colombia
dc.source.eng.fl_str_mv Ingeniería Solidaria; Vol 13 No 22 (2017); 103-119
dc.source.spa.fl_str_mv Ingeniería Solidaria; Vol. 13 Núm. 22 (2017); 103-119
dc.source.por.fl_str_mv Ingeniería Solidaria; v. 13 n. 22 (2017); 103-119
dc.source.none.fl_str_mv 2357-6014
1900-3102
institution Universidad Cooperativa de Colombia
repository.name.fl_str_mv Repositorio Institucional Universidad Cooperativa de Colombia
repository.mail.fl_str_mv bdigital@metabiblioteca.com
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spelling Susatama, Karol D. CepedaRuíz, Kelly A. DurangoArévalo, Luz Bohórquez2017-05-012019-05-14T21:07:53Z2019-05-14T21:07:53Zhttps://revistas.ucc.edu.co/index.php/in/article/view/183810.16925/in.v13i22.1838https://hdl.handle.net/20.500.12494/9413Introduction: The article arises from the research Agent-based modeling and simulation as an alternative for the study of business organizations, conducted during 2016 at the Universidad Distrital Francisco José de Caldas, Bogotá. The authors summarize the most outstanding literature published on the modeling and simulation of complex systems throughout history, particularly agent-based models, in order to form an opinion on their possible contributions to management research. Method: We analyzed the information collected from scientific articles in ProQuest and Scopus databases from 1990 to date, including key concepts of modeling and simulation, based on agents described in some books. Results: Traditional approaches, characterized by the use of statistics and classical mathematics, are not relevant to model organizations because of their deterministic and reductionist view. Therefore, an alternative approach is presented for the study of organizations that are found in the modeling and simulation techniques of the sciences of complexity, whose purpose is to study systems characterized by emerging behaviors. Conclusions: Despite its low popularity, the implementation of these alternatives cannot only benefit organizations, but can also contribute to the creation of guidelines for greater appropriation of simulation models for organizations.Introducción: el artículo es producto de la investigación “Modelación y simulación basada en agentes como alternativa para el estudio de las organizaciones empresariales”, desarrollada durante el 2016 en la Universidad Distrital Francisco José de Caldas, en Bogotá. Los autores sintetizan la literatura más sobresaliente publicada sobre la modelación y simulación de sistemas complejos a través de la historia, en particular de los modelos basados en agentes, con el fin de desarrollar una apreciación de sus posibles contribuciones a la investigación en administración. Metodología: se analiza la información recolectada por medio de los artículos científicos obtenidos de las bases de datos ProQuest y Scopus desde 1990 hasta la fecha, con la inclusión de conceptos claves de modelación y simulación, basadas en agentes descritos en algunos libros. Resultados: los enfoques tradicionales, caracterizados por el uso de la estadística y la matemática clásica no son pertinentes para modelar organizaciones por su visión determinista y reduccionista, por lo cual se presenta un enfoque alternativo para el estudio de las organizaciones que se encuentra en las técnicas de modelación y simulación desde las ciencias de la complejidad, cuyo fin es estudiar sistemas caracterizados por comportamientos emergentes. Conclusiones: a pesar de su baja popularidad, la implementación de estas alternativas no solo puede beneficiar a las organizaciones, sino que puede aportar en la construcción de lineamientos para una mayor apropiación de modelos de simulación para organizaciones.Introdução: este artigo é produto da pesquisa “Modelação e simulação baseadas em agentes como alternativa para o estudo das organizações empresariais”, desenvolvido em 2016 na Universidad Distrital Francisco José de Caldas, em Bogotá. Os autores sintetizam a literatura mais destacada publicada sobre modelação e simulação de sistemas complexos através da história, em particular dos modelos baseados em agentes, a fim de desenvolver uma apreciação de suas possíveis contribuições para a pesquisa em administração. Metodologia: analisa-se a informação coletada por meio dos artigos científicos obtidos das bases de dados ProQuest e Scopus desde 1990 até os dias atuais, com a inclusão de conceitos-chave de modelação e simulação baseadas em agentes descritos em alguns livros. Resultados: as abordagens tradicionais, caracterizadas pelo uso da estatística e da matemática clássica, não são pertinentes para modelar organizações por sua visão determinista e reducionista; portanto, apresenta-se uma abordagem alternativa para o estudo das organizações que se encontra nas técnicas de modelação e simulação desde as ciências da complexidade, cujo fim é estudar sistemas caracterizados por comportamentos emergentes. Conclusões: apesar de sua baixa popularidade, a implantação dessas alternativas não somente pode beneficiar as organizações, mas sim pode contribuir para a construção de lineamentos para uma maior apropriação de modelos de simulação para organizações.application/pdfspaUniversidad Cooperativa de Colombiahttps://revistas.ucc.edu.co/index.php/in/article/view/1838/1940https://revistas.ucc.edu.co/index.php/in/article/view/1838/2494Copyright (c) 2017 Journal of Engineering and Educationhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Ingeniería Solidaria; Vol 13 No 22 (2017); 103-119Ingeniería Solidaria; Vol. 13 Núm. 22 (2017); 103-119Ingeniería Solidaria; v. 13 n. 22 (2017); 103-1192357-60141900-3102Agent-based Modeling and Simulation as an Alternative for the Study of Business OrganizationsModelación y simulación basada en agentes como alternativa para el estudio de las organizaciones empresarialesModelação e simulação baseadas em agentes como alternativa para o estudo das organizações empresariaisArtículohttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionPublication20.500.12494/9413oai:repository.ucc.edu.co:20.500.12494/94132024-07-16 13:17:51.03metadata.onlyhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.com