Neural Network Engineering in Dynamic Control Systems (Advances in Industrial Control)

Hunt, Kenneth J.

ISBN 10: 354019973X / ISBN 13: 9783540199731

Edité par Springer, 1995

A propos de cet article

Zustand: Sehr gut | Seiten: 296 | Produktart: Sonstiges.

N° de réf. du vendeur 38500503/202

Détails bibliographiques

• Titre: Neural Network Engineering in Dynamic Control Systems (Advances in Industrial Control)
• Éditeur: Springer
• Date de parution: 1995
• Langue: anglais
• ISBN à 10 chiffres: 354019973X
• ISBN à 13 chiffres: 9783540199731
• Reliure: Couverture rigide
• État de l'article: Sehr gut
• Catalogues du vendeur:
  • Sonstiges

A propos de ce titre

Synopsis

This study evaluates the state of the art in the area of neural networks from the engineering perspective. The book examines 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. The book seeks to answer a number of questions, such as 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? And finally, how can we validate a neural network model?