Calibration of the descent local search algorithm parameters using orthogonal arrays

This is the peer reviewed version of the following article: [ Gisbert, CM, Lozano‐Galant, JA, Paya‐Zaforteza, I, Turmo, J. Calibration of the descent local search algorithm parameters using orthogonal arrays. Comput Aided Civ Inf. 2020; 35: 997– 1008. https://doi.org/10.1111/mice.12545 ], which has...

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Autores: Gisbert Doménech, Carlos Miguel, Lozano Galant, José Antonio, Payá Zaforteza, Ignacio Javier, Turmo Coderque, José|||0000-0001-5001-2438
Tipo de recurso: artículo
Fecha de publicación:2020
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/329424
Acceso en línea:https://hdl.handle.net/2117/329424
https://dx.doi.org/10.1111/mice.12545
Access Level:acceso abierto
Palabra clave:Structural optimization--Mathematics
Optimització d'estructures -- Models matemàtics
Àrees temàtiques de la UPC::Enginyeria civil::Materials i estructures
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spelling Calibration of the descent local search algorithm parameters using orthogonal arraysGisbert Doménech, Carlos MiguelLozano Galant, José AntonioPayá Zaforteza, Ignacio JavierTurmo Coderque, José|||0000-0001-5001-2438Structural optimization--MathematicsOptimització d'estructures -- Models matemàticsÀrees temàtiques de la UPC::Enginyeria civil::Materials i estructuresThis is the peer reviewed version of the following article: [ Gisbert, CM, Lozano‐Galant, JA, Paya‐Zaforteza, I, Turmo, J. Calibration of the descent local search algorithm parameters using orthogonal arrays. Comput Aided Civ Inf. 2020; 35: 997– 1008. https://doi.org/10.1111/mice.12545 ], which has been published in final form at https://onlinelibrary.wiley.com/doi/abs/10.1111/mice.12545. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.Solving optimization problems using heuristic algorithms requires the selection of its parameters. Traditionally, these parameters are selected by a trial and error process that cannot guarantee the quality of the results obtained because not all the potential combinations of parameters are checked. To fill this gap, this paper proposes the application of Taguchi's orthogonal arrays to calibrate the parameters of a heuristic optimization algorithm (the descent local search algorithm). This process is based on the study of the combinations of discrete values of the heuristic tool parameters and it enables optimization of the heuristic tool performance with a reduced computational effort. To check its efficiency, this methodology is applied to a technical challenge never studied before: the optimization of the tensioning process of cable-stayed bridges. The statistical improvement of the heuristic tool performance is studied by the optimization of the tensioning process of a real cable-stayed bridge. Results show that the proposed calibration technique provided robust values of the objective function (with lower minimum and mean values, and lower standard deviation) with reduced computational costThe authors are indebted to the Spanish Ministry of Economy and Competitiveness for the funding provided through the research projects BIA2013-47290-R and BIA2017-86811-C2-1-R founded with FEDER funds and directed by Professor José Turmo and through the research project BIA2017-86811-C2-2-R directed by José Antonio Lozano-Galant.Peer Reviewed20202020-09-0120202020-09-29journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/329424https://dx.doi.org/10.1111/mice.12545reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)InglésengAgencia Estatal de Investigación http://doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 BIA2017-86811-C2-1-R MODELOS ESTRUCTURALES PARA LA GESTION EFICIENTE DE INFRAESTRUCTURAS: SMART BIM MODELSMinisterio de Economía y Competitividad http://doi.org/10.13039/501100003329 BIA2013-47290-R SISTEMA DE APOYO A LA TOMA DE DECISIONES DURANTE EL CICLO DE VIDA DE LAS INFRAESTRUCTURAS: SMART-INFRASTRUCTURESopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/3294242026-05-27T15:37:01Z
dc.title.none.fl_str_mv Calibration of the descent local search algorithm parameters using orthogonal arrays
title Calibration of the descent local search algorithm parameters using orthogonal arrays
spellingShingle Calibration of the descent local search algorithm parameters using orthogonal arrays
Gisbert Doménech, Carlos Miguel
Structural optimization--Mathematics
Optimització d'estructures -- Models matemàtics
Àrees temàtiques de la UPC::Enginyeria civil::Materials i estructures
title_short Calibration of the descent local search algorithm parameters using orthogonal arrays
title_full Calibration of the descent local search algorithm parameters using orthogonal arrays
title_fullStr Calibration of the descent local search algorithm parameters using orthogonal arrays
title_full_unstemmed Calibration of the descent local search algorithm parameters using orthogonal arrays
title_sort Calibration of the descent local search algorithm parameters using orthogonal arrays
dc.creator.none.fl_str_mv Gisbert Doménech, Carlos Miguel
Lozano Galant, José Antonio
Payá Zaforteza, Ignacio Javier
Turmo Coderque, José|||0000-0001-5001-2438
author Gisbert Doménech, Carlos Miguel
author_facet Gisbert Doménech, Carlos Miguel
Lozano Galant, José Antonio
Payá Zaforteza, Ignacio Javier
Turmo Coderque, José|||0000-0001-5001-2438
author_role author
author2 Lozano Galant, José Antonio
Payá Zaforteza, Ignacio Javier
Turmo Coderque, José|||0000-0001-5001-2438
author2_role author
author
author
dc.subject.none.fl_str_mv Structural optimization--Mathematics
Optimització d'estructures -- Models matemàtics
Àrees temàtiques de la UPC::Enginyeria civil::Materials i estructures
topic Structural optimization--Mathematics
Optimització d'estructures -- Models matemàtics
Àrees temàtiques de la UPC::Enginyeria civil::Materials i estructures
description This is the peer reviewed version of the following article: [ Gisbert, CM, Lozano‐Galant, JA, Paya‐Zaforteza, I, Turmo, J. Calibration of the descent local search algorithm parameters using orthogonal arrays. Comput Aided Civ Inf. 2020; 35: 997– 1008. https://doi.org/10.1111/mice.12545 ], which has been published in final form at https://onlinelibrary.wiley.com/doi/abs/10.1111/mice.12545. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-09-01
2020
2020-09-29
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/329424
https://dx.doi.org/10.1111/mice.12545
url https://hdl.handle.net/2117/329424
https://dx.doi.org/10.1111/mice.12545
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 BIA2017-86811-C2-1-R MODELOS ESTRUCTURALES PARA LA GESTION EFICIENTE DE INFRAESTRUCTURAS: SMART BIM MODELS
Ministerio de Economía y Competitividad http://doi.org/10.13039/501100003329 BIA2013-47290-R SISTEMA DE APOYO A LA TOMA DE DECISIONES DURANTE EL CICLO DE VIDA DE LAS INFRAESTRUCTURAS: SMART-INFRASTRUCTURES
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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