Neural Network Engineering in Dynamic Control Systems

Name: Neural Network Engineering in Dynamic Control Systems
Brand: Springer London Ltd
SKU: 9781447130680
Price: 52.84 EUR
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Автор: Kenneth J. Hunt, George R. Irwin, Kevin Warwick

Език:

Корици: С меки корици

Издател: Springer London Ltd

Наличност: Външен склад

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

Информация за книгата

Автор

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

Език

Английски език

Корици

Книга - С меки корици

Издадена

2011

страници

282

EAN

9781447130680

ISBN

1447130685

Enbook ID

02174403

Издател

Springer London Ltd

Теглоt

456

Размери

155 x 235 x 17

Пълно описание

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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