Parameter analysis in the optimization of concrete beams using the algorithm Colony of Fireflies
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , |
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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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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1797052826498629632 |