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SVD based modeling of nonlinear systems
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Orientador(es)
Resumo(s)
Nowadays practical solutions of measurement and control problems involve model-integrated computing. Model based approaches offer a very challenging way to integrate a priori knowledge into the procedure. In this paper the applicability of the Higher Order Singular Value Decomposition based modeling is analyzed and a medical example, the modeling of the behavior of the human liver-bile system is introduced.
Descrição
Palavras-chave
Nonlinear modeling HOSVD Model approximation Product-sum gmvity approximation Human liver-bile system
Contexto Educativo
Citação
Varkonyi-Koczy, A. R.; Baranyi, P.; Ruano, A. E.; Gyori, S.; Petres, Z.; Legrady, P. SVD based modeling of nonlinear systems, Trabalho apresentado em IMTC/2002. 19th IEEE Instrumentation and Measurement Technology Conference, In IMTC/2002. Proceedings of the 19th IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.00CH37276), Anchorage, AK, USA, 2002.