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Prediction of Time‐Dependent Structural Responses with Recurrent Neural Networks
Author(s) -
Freitag Steffen,
Graf Wolfgang,
Kaliske Michael
Publication year - 2010
Publication title -
pamm
Language(s) - English
Resource type - Journals
ISSN - 1617-7061
DOI - 10.1002/pamm.201010070
Subject(s) - fuzzy logic , artificial neural network , computer science , artificial intelligence , neuro fuzzy , fuzzy control system
A concept for the mapping of fuzzy structural action processes onto fuzzy structural response processes is presented. Recurrent neural networks for fuzzy data are developed for this mapping. The presented method can be applied to the model‐free numerical prediction of time‐dependent structural responses. (© 2010 Wiley‐VCH Verlag GmbH & Co. KGaA, Weinheim)