Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources

Autores
Trigila, Mariano; Gaudiani, Alejandra; Luque Fadón, Emilio
Año de publicación
2018
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Scientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the quality of the simulation. To perform this type of process large volumes of data and a lot of computer processing must be handled. This article proposes a methodology for adjusting a simulator of a complex dynamic system that models the wave translation along rivers channels, with emphasis on the reduction of computation resources. We propose a simulator calibration by using a methodology based on successive adjustment steps of the model. We based our process in a parametric simulation. The input scenarios used to run the simulator at every step were obtained in an agile way, achieving a model improvement up to 50% in the reduction of the simulated data error. These results encouraged us to extend the adjustment process over a larger domain region.
Facultad de Informática
Materia
Ciencias Informáticas
simulación
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/70002

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spelling Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resourcesTrigila, MarianoGaudiani, AlejandraLuque Fadón, EmilioCiencias InformáticassimulaciónScientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the quality of the simulation. To perform this type of process large volumes of data and a lot of computer processing must be handled. This article proposes a methodology for adjusting a simulator of a complex dynamic system that models the wave translation along rivers channels, with emphasis on the reduction of computation resources. We propose a simulator calibration by using a methodology based on successive adjustment steps of the model. We based our process in a parametric simulation. The input scenarios used to run the simulator at every step were obtained in an agile way, achieving a model improvement up to 50% in the reduction of the simulated data error. These results encouraged us to extend the adjustment process over a larger domain region.Facultad de Informática2018-06info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf142-147http://sedici.unlp.edu.ar/handle/10915/70002enginfo:eu-repo/semantics/altIdentifier/isbn/978-950-34-1659-4info:eu-repo/semantics/reference/hdl/10915/69464info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:11:06Zoai:sedici.unlp.edu.ar:10915/70002Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:11:06.391SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
title Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
spellingShingle Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
Trigila, Mariano
Ciencias Informáticas
simulación
title_short Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
title_full Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
title_fullStr Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
title_full_unstemmed Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
title_sort Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
dc.creator.none.fl_str_mv Trigila, Mariano
Gaudiani, Alejandra
Luque Fadón, Emilio
author Trigila, Mariano
author_facet Trigila, Mariano
Gaudiani, Alejandra
Luque Fadón, Emilio
author_role author
author2 Gaudiani, Alejandra
Luque Fadón, Emilio
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
simulación
topic Ciencias Informáticas
simulación
dc.description.none.fl_txt_mv Scientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the quality of the simulation. To perform this type of process large volumes of data and a lot of computer processing must be handled. This article proposes a methodology for adjusting a simulator of a complex dynamic system that models the wave translation along rivers channels, with emphasis on the reduction of computation resources. We propose a simulator calibration by using a methodology based on successive adjustment steps of the model. We based our process in a parametric simulation. The input scenarios used to run the simulator at every step were obtained in an agile way, achieving a model improvement up to 50% in the reduction of the simulated data error. These results encouraged us to extend the adjustment process over a larger domain region.
Facultad de Informática
description Scientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the quality of the simulation. To perform this type of process large volumes of data and a lot of computer processing must be handled. This article proposes a methodology for adjusting a simulator of a complex dynamic system that models the wave translation along rivers channels, with emphasis on the reduction of computation resources. We propose a simulator calibration by using a methodology based on successive adjustment steps of the model. We based our process in a parametric simulation. The input scenarios used to run the simulator at every step were obtained in an agile way, achieving a model improvement up to 50% in the reduction of the simulated data error. These results encouraged us to extend the adjustment process over a larger domain region.
publishDate 2018
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dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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