Tirozzi / Puca / Pittalis Neural Networks and Sea Time Series

Reconstruction and Extreme-Event Analysis
2006
ISBN: 978-0-8176-4459-8
Verlag: Birkhäuser Boston
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 180 Seiten, eBook

Reihe: Modeling and Simulation in Science, Engineering and Technology

Devoted to the application of neural networks to the concrete problem of time series of sea data

Good reference for a diverse audience of grad students, researchers, and practitioners in applied mathematics, data analysis, meteorlogy, hydraulic, civil and marine engineering

Methods, models and alogrithms developed in the work are useful for the construction of sea structures, ports, and marine experiments

Zielgruppe

Research

Autoren/Hrsg.

Tirozzi, Brunello

Puca, Silvia

Pittalis, Stefano

Bruschi, Antonello

Morucci, Sara

Ferraro, Enrico

Corsini, Stefano

St,

Inhaltsverzeichnis

Preface.- Introduction.- Basic Notions on Waves and Tides.- The Wave Amplitude Model.- Artificial Neural Networks.- Approximation Theory.- Extreme-Value Theory.- Application of ANN to Sea Time Series.- Application of Approximation Theory and ARIMA Models.- Extreme-Event Analysis.- Generalization to Other Phenomena.- Conclusions.- References.- Index