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Communications and Control Engineering

Identification of Parametric Models

from Experimental Data

Authors: Walter, Eric, Pronzato, Luc

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Hardcover $249.00
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valid through October 16, 2017
  • ISBN 978-3-540-76119-8
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  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-1-84996-996-3
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  • Usually dispatched within 3 to 5 business days.
About this book

The presentation of a coherent methodology for the estimation of the parameters of mathematical models from experimental data is examined in this volume. Many topics are covered including the choice of the structure of the mathematical model, the choice of a performance criterion to compare models, the optimization of this performance criterion, the evaluation of the uncertainty in the estimated parameters, the design of experiments so as to get the most relevant data and the critical analysis of results. There are also several features unique to the work such as an up-to-date presentation of the methodology for testing models for identifiability and distinguishability and a comprehensive treatment of parametric optimization which includes greater consider ation of numerical aspects and which examines recursive and non-recursive methods for linear and nonlinear models.

Buy this book

Hardcover $249.00
price for USA
valid through October 16, 2017
  • ISBN 978-3-540-76119-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-1-84996-996-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Identification of Parametric Models
Book Subtitle
from Experimental Data
Authors
Series Title
Communications and Control Engineering
Copyright
1997
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
Hardcover ISBN
978-3-540-76119-8
Softcover ISBN
978-1-84996-996-3
Series ISSN
0178-5354
Edition Number
1
Number of Pages
XVIII, 413
Additional Information
Original French edition published by MASSON, Paris, 1994
Topics