Learning Systems

Language: English

Published by Springer, 1995

3540199969 / 9783540199960

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Druck auf Anfrage Neuware - Printed after ordering - A learning system can be defined as a system which can adapt its behaviour to become more effective at a particular task or set of tasks. It consists of an architecture with a set of variable parameters and an algorithm. Learning systems are useful in many fields, one of the major areas being in control and system identification. This work covers major aspects of learning systems: system architecture, choice of performance index and methods measuring error. Major learning algorithms are explained, including proofs of convergence. Artificial neural networks, which are an important class of learning systems and have been subject to rapidly increasing popularity, are discussed. Where appropriate, examples have been given to demonstrate the practical use of techniques developed in the text. System identification and control using multi-layer networks and CMAC (Cerebellar Model Articulation Controller) are also presented.

Seller Inventory # 9783540199960

Title
Learning Systems
Author
Eduard Aved'yan
Publisher
Springer
Publication year
1995
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540199969
ISBN 13
9783540199960
Item weight
219 grams
Dimensions
235x155x8 mm

AHA-BUCH GmbH

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