Two Geoscience Applications by Optimal Neural Network Architecture

Nowadays, artificial neural networks have been successfully applied on several research and application fields. An appropriate configuration for a neural network is a complex task, and it often requires the knowledge of an expert on the application. A technique for automatic configuration for a neur...

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Veröffentlicht in:	Pure and applied geophysics 2020-06, Vol.177 (6), p.2663-2683
Hauptverfasser:	Anochi, Juliana Aparecida, Hernández Torres, Reynier, de Campos Velho, Haroldo Fraga
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Climate prediction Computer architecture Configurations Data assimilation Data collection Earth and Environmental Science Earth science Earth Sciences Genetic algorithms Geophysics/Geodesy Multiple objective analysis Neural networks Optimization Particle collisions Precipitation Seasonal precipitation Sorting algorithms
Online-Zugang:	Volltext
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