Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence - Marcin Mrugalski - Livros - Springer International Publishing AG - 9783319015460 - 19 de agosto de 2013
Caso a capa e o título não sejam correspondentes, considere o título como correto

Marcin Mrugalski
Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence 2014 edition

Preço
R$ 572,90
excluindo impostos

Item sob encomenda (no estoque do fornecedor)

Espera-se estar pronto para envio 29 de set - 5 de out
Receba avisos sobre novos lançamentos de Marcin Mrugalski

O que dizem nossos clientes:

Política de devolução de 14 dias, em conformidade com a lei europeia de proteção do consumidor
Melhor classificação na Trustpilot
Adicione à sua lista de desejos do iMusic

Ainda não avaliado

Também disponível como:

The present book is devoted to problems of adaptation of artificial neural networks to robust fault diagnosis schemes. It presents neural networks-based modelling and estimation techniques used for designing robust fault diagnosis schemes for non-linear dynamic systems.

A part of the book focuses on fundamental issues such as architectures of dynamic neural networks, methods for designing of neural networks and fault diagnosis schemes as well as the importance of robustness. The book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. The book is also devoted to advanced schemes of description of neural model uncertainty. In particular, the methods of computation of neural networks uncertainty with robust parameter estimation are presented. Moreover, a novel approach for system identification with the state-space GMDH neural network is delivered.

All the concepts described in this book are illustrated by both simple academic illustrative examples and practical applications.

203 pages, 125 black & white illustrations, biography

Mídia Livros     Hardcover Book   (Livro com lombada e capa dura)
Lançado 19 de agosto de 2013
ISBN13 9783319015460
Editoras Springer International Publishing AG
Páginas 182
Dimensões 155 × 235 × 12 mm   ·   467 g
Idioma Inglês  

Mais da mesma editora

Ver tudo de Marcin Mrugalski