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Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code
This data article presents the structure of a Genetic Algorithm model written in a MATLAB code for finding the 1D JONSWAP spectra parameters when measured raw spectra is not available. The JONSWAP spectra is widely used in Coastal, Offshore, and Ocean Engineering for determining wave parameters for...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452513/ https://www.ncbi.nlm.nih.gov/pubmed/32904285 http://dx.doi.org/10.1016/j.dib.2020.106196 |
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author | Rueda-Bayona, Juan Gabriel Guzmán, Andrés |
author_facet | Rueda-Bayona, Juan Gabriel Guzmán, Andrés |
author_sort | Rueda-Bayona, Juan Gabriel |
collection | PubMed |
description | This data article presents the structure of a Genetic Algorithm model written in a MATLAB code for finding the 1D JONSWAP spectra parameters when measured raw spectra is not available. The JONSWAP spectra is widely used in Coastal, Offshore, and Ocean Engineering for determining wave parameters for structure designing and numerical modeling. However, finding proper spectra parameters may be difficult because of the limitations of parameterized equations to do so and the high non-linear relation between the alpha and gamma coefficients. This GA model can find the alpha and gamma parameters for specific locations considering sea-state's evolution and water-depth transitions. The application of the GA model of this data article is shown in Rueda-Bayona et al. [1]. |
format | Online Article Text |
id | pubmed-7452513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-74525132020-09-04 Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code Rueda-Bayona, Juan Gabriel Guzmán, Andrés Data Brief Engineering This data article presents the structure of a Genetic Algorithm model written in a MATLAB code for finding the 1D JONSWAP spectra parameters when measured raw spectra is not available. The JONSWAP spectra is widely used in Coastal, Offshore, and Ocean Engineering for determining wave parameters for structure designing and numerical modeling. However, finding proper spectra parameters may be difficult because of the limitations of parameterized equations to do so and the high non-linear relation between the alpha and gamma coefficients. This GA model can find the alpha and gamma parameters for specific locations considering sea-state's evolution and water-depth transitions. The application of the GA model of this data article is shown in Rueda-Bayona et al. [1]. Elsevier 2020-08-19 /pmc/articles/PMC7452513/ /pubmed/32904285 http://dx.doi.org/10.1016/j.dib.2020.106196 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Engineering Rueda-Bayona, Juan Gabriel Guzmán, Andrés Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title | Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title_full | Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title_fullStr | Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title_full_unstemmed | Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title_short | Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code |
title_sort | genetic algorithm model and data files to assess jonswap spectra coefficients: matlab code |
topic | Engineering |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452513/ https://www.ncbi.nlm.nih.gov/pubmed/32904285 http://dx.doi.org/10.1016/j.dib.2020.106196 |
work_keys_str_mv | AT ruedabayonajuangabriel geneticalgorithmmodelanddatafilestoassessjonswapspectracoefficientsmatlabcode AT guzmanandres geneticalgorithmmodelanddatafilestoassessjonswapspectracoefficientsmatlabcode |