Neural Network Engineering in Dynamic Control Systems

Name: Neural Network Engineering in Dynamic Control Systems
Brand: Springer London Ltd
SKU: 9781447130680
Price: 1147 CZK
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Autor: Kenneth J. Hunt, George R. Irwin, Kevin Warwick

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer London Ltd

Dostupnost: Skladem u dodavatele

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This study evaluates the state of the art in the area of neural networks from the engineering perspe...

Informace o knize

Autor

Kenneth J. Hunt, George R. Irwin, Kevin Warwick

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

282

EAN

9781447130680

ISBN

1447130685

Enbook ID

02174403

Vydavatel

Springer London Ltd

Hmotnost

456

Rozměry

155 x 235 x 17

Kompletní popis

This study evaluates the state of the art in the area of neural networks from the engineering perspective. The contributions examine ways of improving the engineering involved in neural network modelling and control, so that the theoretical power of learning systems can be harnessed for practical applications. Neural Network Engineering in Dynamic Control Systems seeks to provide answers to the following questions: Which network architecture for which application? Can constructive learning algorithms capture the underlying dynamics while avoiding overfitting? How can we introduce a priori knowledge or models into neural networks? Can experimental design and active learning be used automatically to create "optimal" training sets? How can we validate a neural network model?

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Neural Network Engineering in Dynamic Control Systems

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