Learning Systems

Auteur: Eduard Aved'Yan
Taal: Engels
Learning Systems
  • Engels
  • Paperback
  • 9783540199960
  • Druk: 1
  • oktober 1995
  • 119 pagina's
Alle productspecificaties

Samenvatting

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.

Productspecificaties

Inhoud

Taal
Engels
Bindwijze
Paperback
Druk
1
Verschijningsdatum
1995-10-25
Aantal pagina's
119 pagina's
Illustraties
Nee

Betrokkenen

Auteur
Eduard Aved'Yan Eduard Avedyna
Co-auteur
Eduard Avedyna
Redacteur
J Mason
Uitgever
Mairdumont Gmbh & Co. Kg

EAN

EAN
9783540199960

Overige kenmerken

Extra groot lettertype
Nee
NUR code
910
Oorspronkelijke releasedatum
1995-10-25
Thema Subject Code
UM

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