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A Hydrodynamic Neural Network Model For The River Thames

Lingua IngleseInglese
Libro In brossura
Libro A Hydrodynamic Neural Network Model For The River Thames Lyn Rees
Codice Libristo: 07063995
Casa editrice LAP Lambert Academic Publishing, novembre 2011
River modelling has to overcome difficulties such as lack of complete measured data or incomplete da... Descrizione completa
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River modelling has to overcome difficulties such as lack of complete measured data or incomplete data, complicated hydrodynamic equations and turbulence. Since neural networks can simulate directly from the given data, without any a priori equations, they can overcome many if not all of these difficulties. Beginning with an introduction to neural networks, the work then considers the application of such hydroinformatic techniques to river/estuarine modelling. Neural network models with and without bottom friction are developed using the backpropagation algorithm and appropriate optimum learning rates and momentum term parameters are calculated. Finally, these models are applied to the confluence of the Rivers Thames and Medway. Appendices: finite differences, Matlab code, support vector machines. This book should be of interest to any researcher or student involved in the application of artificial intelligence to river modelling.

Informazioni sul libro

Titolo completo A Hydrodynamic Neural Network Model For The River Thames
Autore Lyn Rees
Lingua Inglese
Rilegatura Libro - In brossura
Data di pubblicazione 2012
Numero di pagine 304
EAN 9783659239366
Codice Libristo 07063995
Peso 469
Dimensioni 150 x 220 x 18
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