Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies

Detalhes bibliográficos
Autor(a) principal: Fontes, Eliakim Alcântara de Sousa
Data de Publicação: 2022
Outros Autores: Silva, Mila Crisna Matos da, Rodrigues, Leonardo Teles, Mendonça, Guilherme Orion Rodrigues, Mello, Camila Costa Câmara de Souza
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/25851
Resumo: There are many ways in the literature to optimize structures using a wide range of algorithms, however the use of bioinspired algorithms for structures is still little explored. Given this context, this article demand to verify, using the bioinspired algorithm Colony of Fireflies, the parameters for the optimization of three variables of the construction process of a beam through the reduction of its objective functions, giving, in the end, its production cost per linear meter. Several parameter values were analyzed to arrive at those that best suited the proposed objective. The results obtained showed evidence of the robustness of the algorithm, reaching convergence to a value very close to the ideal after few iterations. Its relevance and potential use for much more robust construction elements is clear.
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spelling Parameter analysis in the optimization of concrete beams using the algorithm Colony of FirefliesAnálisis de parámetros en la optimización de vigas de hormigón utilizando el algoritmo Colonia de LuciérnagasAnálise de parâmetros na otimização de vigas de concreto utilizando o algoritmo Colônia de VagalumesOtimizaçãoAlgoritmos bioinspiradosColônia de vagalumesVigas. OptimizationBioinspired algorithmsColony of firefliesBeam.OptimizaciónAlgoritmos bioinspiradosColonia de luciérnagasVigas.There are many ways in the literature to optimize structures using a wide range of algorithms, however the use of bioinspired algorithms for structures is still little explored. Given this context, this article demand to verify, using the bioinspired algorithm Colony of Fireflies, the parameters for the optimization of three variables of the construction process of a beam through the reduction of its objective functions, giving, in the end, its production cost per linear meter. Several parameter values were analyzed to arrive at those that best suited the proposed objective. The results obtained showed evidence of the robustness of the algorithm, reaching convergence to a value very close to the ideal after few iterations. Its relevance and potential use for much more robust construction elements is clear.Hay muchas formas en la literatura para optimizar estructuras, sin embargo, el uso de algoritmos bioinspirados aún está poco explorado. En ese contexto, este artículo busca verificar, utilizando el algoritmo bioinspirado Colônia de Vagalumes, los parámetros para la optimización de tres variables del proceso de construcción de una viga a través de la reducción de sus funciones objetivo, dando, al final, su costo de producción. por metro. Se analizaron varios valores de parámetros para llegar a aquellos que más se adecuaban al objetivo propuesto. Los resultados obtenidos mostraron evidencia de la robustez del algoritmo, alcanzando convergencia a un valor muy cercano al ideal después de pocas iteraciones. Su relevancia y potencial uso para elementos constructivos mucho más robustos es clara.Existem na literatura muitos caminhos para se otimizar estruturas, entretanto o uso de algoritmos bioinspirados ainda é pouco explorado. Diante desse contexto, esse artigo busca verificar, utilizando o algoritmo bioinspirado Colônia de Vagalumes, os parâmetros para a otimização de três variáveis do processo construtivo de uma viga através da minoração de suas funções-objetivo, dando, ao final, seu custo de produção por metro linear. Foram analisados diversos valores de parâmetros para se chegar àqueles que melhor se adequassem ao objetivo proposto. Os resultados obtidos mostraram evidências da robustez do algoritmo, atingindo convergência para um valor muito próximo do ideal depois de poucas iterações. Fica clara sua relevância e o seu potencial de uso para elementos construtivos muito mais robustos.Research, Society and Development2022-01-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/2585110.33448/rsd-v11i2.25851Research, Society and Development; Vol. 11 No. 2; e36611225851Research, Society and Development; Vol. 11 Núm. 2; e36611225851Research, Society and Development; v. 11 n. 2; e366112258512525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/25851/22650Copyright (c) 2022 Eliakim Alcântara de Sousa Fontes; Mila Crisna Matos da Silva; Leonardo Teles Rodrigues; Guilherme Orion Rodrigues Mendonça; Camila Costa Câmara de Souza Mellohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessFontes, Eliakim Alcântara de Sousa Silva, Mila Crisna Matos da Rodrigues, Leonardo Teles Mendonça, Guilherme Orion Rodrigues Mello, Camila Costa Câmara de Souza 2022-02-07T01:42:50Zoai:ojs.pkp.sfu.ca:article/25851Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:44:02.095250Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
Análisis de parámetros en la optimización de vigas de hormigón utilizando el algoritmo Colonia de Luciérnagas
Análise de parâmetros na otimização de vigas de concreto utilizando o algoritmo Colônia de Vagalumes
title Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
spellingShingle Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
Fontes, Eliakim Alcântara de Sousa
Otimização
Algoritmos bioinspirados
Colônia de vagalumes
Vigas.
Optimization
Bioinspired algorithms
Colony of fireflies
Beam.
Optimización
Algoritmos bioinspirados
Colonia de luciérnagas
Vigas.
title_short Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
title_full Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
title_fullStr Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
title_full_unstemmed Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
title_sort Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
author Fontes, Eliakim Alcântara de Sousa
author_facet Fontes, Eliakim Alcântara de Sousa
Silva, Mila Crisna Matos da
Rodrigues, Leonardo Teles
Mendonça, Guilherme Orion Rodrigues
Mello, Camila Costa Câmara de Souza
author_role author
author2 Silva, Mila Crisna Matos da
Rodrigues, Leonardo Teles
Mendonça, Guilherme Orion Rodrigues
Mello, Camila Costa Câmara de Souza
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Fontes, Eliakim Alcântara de Sousa
Silva, Mila Crisna Matos da
Rodrigues, Leonardo Teles
Mendonça, Guilherme Orion Rodrigues
Mello, Camila Costa Câmara de Souza
dc.subject.por.fl_str_mv Otimização
Algoritmos bioinspirados
Colônia de vagalumes
Vigas.
Optimization
Bioinspired algorithms
Colony of fireflies
Beam.
Optimización
Algoritmos bioinspirados
Colonia de luciérnagas
Vigas.
topic Otimização
Algoritmos bioinspirados
Colônia de vagalumes
Vigas.
Optimization
Bioinspired algorithms
Colony of fireflies
Beam.
Optimización
Algoritmos bioinspirados
Colonia de luciérnagas
Vigas.
description There are many ways in the literature to optimize structures using a wide range of algorithms, however the use of bioinspired algorithms for structures is still little explored. Given this context, this article demand to verify, using the bioinspired algorithm Colony of Fireflies, the parameters for the optimization of three variables of the construction process of a beam through the reduction of its objective functions, giving, in the end, its production cost per linear meter. Several parameter values were analyzed to arrive at those that best suited the proposed objective. The results obtained showed evidence of the robustness of the algorithm, reaching convergence to a value very close to the ideal after few iterations. Its relevance and potential use for much more robust construction elements is clear.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/25851
10.33448/rsd-v11i2.25851
url https://rsdjournal.org/index.php/rsd/article/view/25851
identifier_str_mv 10.33448/rsd-v11i2.25851
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/25851/22650
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 11 No. 2; e36611225851
Research, Society and Development; Vol. 11 Núm. 2; e36611225851
Research, Society and Development; v. 11 n. 2; e36611225851
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
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