Neural Networks for Modelling and Control of Dynamic Systems : A Practitioner's Handbook

Hansen, L. K., Poulsen, N. K., Ravn, O. E., Norgaard, Magnus

ISBN 10: 1852332271 / ISBN 13: 9781852332273

Verlag: Springer London, Limited, 2000

Beschreibung

Ships from the UK. Former library book; may include library markings. Used book that is in clean, average condition without any missing pages. Bestandsnummer des Verkäufers 45648644-20

Bibliografische Details

Titel: Neural Networks for Modelling and Control of...

Verlag: Springer London, Limited

Erscheinungsdatum: 2000

Einband: Softcover

Zustand: Good

Auflage: 3. Auflage

Über diesen Titel

Inhaltsangabe:

A comprehensive introduction to the most popular class of neural network, the multilayer perceptron, showing how it can be used for system identification and control. The book provides readers with a sufficient theoretical background to understand the characteristics of different methods, and to be aware of the pit-falls so as to make the correct decisions in all situations. This is a very application-oriented text that gives detailed and pragmatic recommendations to guide users through the plethora of methods suggested in the literature. Furthermore, it introduces sound working procedures that can lead to efficient neural network solutions. Invaluable to the practitioner and as a textbook in courses with a significant hands-on component.