Neural Network Engineering in Dynamic Control Systems

Name: Neural Network Engineering in Dynamic Control Systems
Brand: Springer London Ltd
SKU: 9781447130680
Price: 276.36 RON
Availability: InStock

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

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Editura: Springer London Ltd

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

Informații despre carte

Autor

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

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

282

EAN

9781447130680

ISBN

1447130685

Enbook ID

02174403

Editura

Springer London Ltd

Greutate

456

Dimensiuni

155 x 235 x 17

Descriere completă

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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