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Title: ARTMAP artificial neural networks with fuzzy logic. Their application to study the wave conditions at Sines port, Portugal
Authors: Santos, F.
Reis, M. T.
Fortes, C. J. E. M.
Lotufo, A.
Maciel, G.
Issue Date: Jun-2013
Abstract: The forecast of sea waves has been analyzed, in the literature, using various methodologies. Currently, there are a number of techniques that have shown satisfactory results, which are based on empirical formulations, numerical and physical modeling. However, there is still a large gap for research in the use of numerical modeling, especially when the models employed become very complex or with a large amount of variables. Thus, the scope of this work is to present a neural network system of the ART (Adaptive Resonance Theory) type with Fuzzy Logic techniques to determine wave conditions at the Portuguese coast (Sines Port).
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