Prospects of neural network applications in analysis of building vibration problems: Backpropagation neural networks are used to the analysis of two problems related to vibrations of prefabricated buildings subjected to seismic-type excitations. The first problem deals with simulation of vibrations of selected floors of a tall building. The second problem is associated with identification of the fundamental period of natural vibrations of both medium-height and tall buildings. Application of a regularization network and fuzzy networks are also discussed.
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