Prediction of Time-Dependent Structural Responses with Recurrent Neural Networks

Institute for Structural Analysis, Technische Universitat Dresden, 01062 Dresden, GermanyA concept for the mapping of fuzzy structural action processes onto fuzzy structural response processes is presented. Recur-rent neural networks for fuzzy data are developed for this mapping. The presented method can be applied to the model-freenumerical prediction of time-dependent structural responses.