Research Catalog

Neural network engineering in dynamic control systems

Title
Neural network engineering in dynamic control systems / Kenneth Hunt, George Irwin, and Kevin Warwick, eds.
Publication
Berlin ; New York : Springer, ©1995.

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Details

Additional Authors
  • Hunt, K. J. (Kenneth J.), 1963-
  • Irwin, George (George R.), 1950-
  • Warwick, Kevin, 1954-
Description
278 pages : illustrations; 24 cm.
Series Statement
Advances in industrial control
Uniform Title
Advances in industrial control.
Subject
  • Neural networks (Computer science)
  • Automatic control
  • Neural Networks, Computer
  • Neuronales Netz
  • Réseaux neuronaux (informatique)
  • Commande automatique
Bibliography (note)
  • Includes bibliographical references and index.
Contents
Neural approximation : a control perspective / R. Żbikowski and A. Dzieliński -- Dynamic systems in neural networks / K. Warwick [and others] -- Adaptive neurocontrol of a certain class of MIMO discrete-time processes based on stability theory / J-M. Renders, M. Saerens and H. Bersini -- Local model architectures for nonlinear modelling and control / R. Murray-Smith and K.J. Hunt -- On ASMOD : an algorithm for empirical modelling using spline functions / T. Kavli and E. Weyer -- Semi-empirical modeling of non-linear dynamic systems through identification of operating regimes and local models / T.A. Johansen and B.A. Foss -- On interpolating memories for learning control / H. Tolle, S. Gehlen and M. Schmitt -- Construction and design of parsimonious neurofuzzy systems / K.M. Bossley [and others] -- Fast gradient based off-line training of multilayer preceptrons / S. McLoone and G.R. Irwin -- Kuhonen network as a classifier and predictor for the qualification of metal-oxide surfaces / W. Kessler and R.W. Kessler -- Analysis and classifications of energy requirement situations using Kohonen feature maps within a forecasting system / S. Heine and L. Neumann -- A radial basis function network model for adaptive control of drying oven temperature / O. Dubois, J-L. Nicolas and A. Billat -- Hierarchical competitive net architecture / T. Long and E. Hanzevack.
ISBN
  • 354019973X
  • 9783540199731
LCCN
95030315
OCLC
  • ocm32698509
  • 32698509
  • SCSB-2076868
Owning Institutions
Princeton University Library