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Author:   Rafal Zbikowski (Cranfield Univ, Uk) ,  Kenneth J Hunt (Daimler-benz Ag, Germany)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   15
ISBN:  

9789810225575

ISBN 10:   9810225571
Pages:   356
Publication Date:   01 April 1996
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Part 1 Neural adaptive control technology: discrete-time neural model structures for continuous nonlinear systems - fundamental properties and control aspects, J.C. Kalkkuhl and K.J. Hunt; continuous-time local model networks, P.J. Gawthrop; nonuniform sampling approach to control systems modelling with feedforward networks, R. Zbikowski and A. Dzielinski. Part 2 Nonlinear control fundamentals for neural networks: geometric methods in nonlinear control theory - a survey, W. Respondek; local reachability and local controllability of a class of 2-D bilinear systems, T. Kaczorek; stable adaptive control of a general class of nonlinear systems, T.A. Johansen and M.M. Polycarpou. Part 3 Neural techniques and applications: process modelling with state-space neural predictors, I. Rivals et al; an approach to intelligent identification and control on nonlinear dynamic systems, applied to optimizing lean-burn engine controls, D.A. Sofge and D.L. Elliott; improved CMAC-type memories for learning control, W.S. Mischo; interpretation and analysis of empirical models identified with the ASMOD algorithm, T. Kavli and G. Lines.

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