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

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 q...

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Autores principales: Trigila, Mariano, Gaudiani, Alejandra, Luque Fadón, Emilio
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2018
Materias:
Ciencias Informáticas
simulación
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/70002
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-70002
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
simulación
spellingShingle Ciencias Informáticas
simulación
Trigila, Mariano
Gaudiani, Alejandra
Luque Fadón, Emilio
Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
topic_facet Ciencias Informáticas
simulación
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.
format Objeto de conferencia
Objeto de conferencia
author Trigila, Mariano
Gaudiani, Alejandra
Luque Fadón, Emilio
author_facet Trigila, Mariano
Gaudiani, Alejandra
Luque Fadón, Emilio
author_sort Trigila, Mariano
title Adjustment of a simulator of a complex dynamic system with emphasis on the reduction of computational resources
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
publishDate 2018
url http://sedici.unlp.edu.ar/handle/10915/70002
work_keys_str_mv AT trigilamariano adjustmentofasimulatorofacomplexdynamicsystemwithemphasisonthereductionofcomputationalresources
AT gaudianialejandra adjustmentofasimulatorofacomplexdynamicsystemwithemphasisonthereductionofcomputationalresources
AT luquefadonemilio adjustmentofasimulatorofacomplexdynamicsystemwithemphasisonthereductionofcomputationalresources
bdutipo_str Repositorios
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