Modelling and System Identification (Prentice Hall Information and System Sciences Series) - Hardcover

Johansson, Rolf

 
9780134823089: Modelling and System Identification (Prentice Hall Information and System Sciences Series)

Synopsis

This is an exploration of physical modelling and experimental issues that considers identification of structured models such as continuous-time linear systems, multidimensional systems and nonlinear systems. It avoids a narrow focus on time series analysis and gives a broader perspective on modelling, identification and its applications with many examples of physical modelling. There is also strong emphasis on model validation and a pluralistic approach with model evaluation in a stochastic framework, according to approximation notions.

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