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Neural Networks for Identification, Prediction and Control

Neural Networks for Identification, Prediction and Control (Hardback)

£72.00
Unavailable. This title is Out of Print.
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Synopsis

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.

Computing & ITComputer scienceArtificial intelligenceNeural networks & fuzzy systemsComputing & ITComputer scienceSystems analysis & designTechnicalEngineering & General TechnologyEngineering: general Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Publication Date: 31/05/1995 ISBN-13: 9783540199595  Details: Type: Hardback Format: Books
Availability: Unavailable. This title is Out of Print.  

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