Neural Networks for Identification, Prediction, and Control - Rilegato

Pham, D. T.; Liu, Xing

 
9783540199595: Neural Networks for Identification, Prediction, and Control
Rilegato
ISBN 10: 3540199594 ISBN 13: 9783540199595
Casa editrice: Springer Verlag, 1995

Sinossi

This publication describes examples of applications of neural networks in modelling, prediction and control. Topics covered include identification of general linear and nonlinear processes, forecasting of river levels, stock market prices, currency exchange rates and control of a time-delayed plant and a two-joint robot. The neural network types considered are the multilayer perceptron (MLP), the Elman and Jordan networks, the Group-Method-of-Data Handling (GMDH), the cerebellar-model-articulation-controller (CMAC) networks and neuromorphic fuzzy logic systems. The algorithms presented are the standard backpropagation (BP) algorithm, the Widrow-Hoff learning, dynamic BP and evolutionary learning. Full listings of computer programmes written in C for neural-network-based system identification and prediction to facilitate practical experimentation with neural network techniques are included.

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Product Description

Book by Pham Duc T Liu Xing

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Verlag
Data di pubblicazione
1995
Lingua
Inglese
ISBN 10 
3540199594
ISBN 13 
9783540199595
Rilegatura
Copertina rigida
Numero di pagine
238
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Germania

Altre edizioni note dello stesso titolo

9781447132462: Neural Networks for Identification, Prediction and Control

Edizione in evidenza

ISBN 10:  1447132467 ISBN 13:  9781447132462
Casa editrice: Springer, 2012
Brossura