Genetic Algorithm model and data files to assess JONSWAP spectra coefficients: MATLAB code

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...

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Bibliographic Details
Main Authors: Juan Gabriel Rueda-Bayona, Andrés Guzmán
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:Data in Brief
Subjects:
Genetic Algorithms
JONSWAP
Numerical modeling
Waves
MATLAB
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340920310908
Description
Summary: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].
ISSN:2352-3409

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