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Livro Digital

Neural Network Systems Techniques and Applications: Advances in Theory and Applications (Cód: 3028727)

Leondes, Cornelius T.

Academic Press Digital

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Neural Network Systems Techniques and Applications: Advances in Theory and Applications

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Descrição

The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies.
Control and Dynamic Systems covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multi-layer recurrent neural networks for synthesizing and implementing real-time linear control,adaptive control of unknown nonlinear dynamical systems, Optimal Tracking Neural Controller techniques, a consideration of unified approximation theory and applications, techniques for the determination of multi-variable nonlinear model structures for dynamic systems with a detailed treatment of relevant system model input determination, High Order Neural Networks and Recurrent High Order Neural Networks, High Order Moment Neural Array Systems, Online Learning Neural Network controllers, and Radial Bias Function techniques.

Key Features
Coverage includes:
* Orthogonal Activation Function Based Neural Network System Architecture (OAFNN)
* Multilayer recurrent neural networks for synthesizing and implementing real-time linear control
* Adaptive control of unknown nonlinear dynamical systems
* Optimal Tracking Neural Controller techniques
* Consideration of unified approximation theory and applications
* Techniques for determining multivariable nonlinear model structures for dynamic systems,
with a detailed treatment of relevant system model input determination

Características

Produto sob encomenda Sim
Marca Academic Press Digital
Cód. Barras 9780080553900
Acabamento ebook
Início da Venda 22/11/2012
Territorialidade Internacional
Formato Livro Digital Pdf
Gratuito Não
Tamanho do Arquivo 19626
Proteção Drm Sim
Ano da edição 12009
Idioma 337
Código do Formato Pdf
Ano da Publicação 98
Peso 0.00 Kg
AutorLeondes, Cornelius T.

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