Neural Network Modeling and Identification of Dynamical Systems (Paperback)

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Description


Neural Network Modeling and Identification of Dynamical Systems presents a new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby converting the model to the gray box category. This approach significantly reduces the dimension of the resulting model and the required size of the training set. This book offers solutions for identifying controlled dynamical systems, as well as identifying characteristics of such systems, in particular, the aerodynamic characteristics of aircraft.

Product Details
ISBN: 9780128152546
ISBN-10: 0128152540
Publisher: Academic Press
Publication Date: May 17th, 2019
Pages: 332
Language: English