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Identification of Parametric Models - from Experimental Data (Hardcover, 1997 ed.) Loot Price: R3,570
Discovery Miles 35 700
Identification of Parametric Models - from Experimental Data (Hardcover, 1997 ed.): J. Norton

Identification of Parametric Models - from Experimental Data (Hardcover, 1997 ed.)

J. Norton; Eric Walter, Luc Pronzato

Series: Communications and Control Engineering

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Loot Price R3,570 Discovery Miles 35 700 | Repayment Terms: R335 pm x 12*

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The identification of parametric models from experimental data is a fundamental activity among researchers and engineers in pure and applied sciences. This work addresses the topic by examining, among others, the following areas:

a [ choice of an appropriate model structure which allows the estimation of all parameters;

a [ choice of a quality criterion for rating models;

a [ incorporation of prior knowledge and objectives and guarding against possible outliers;

a [ optimization of the selected criterion and simple yet exact evaluation of characteristics;

a [ evaluation of uncertainty in estimated parameters;

a [ design of experimental conditions for the collection of the most pertinent information given prior constraints and objectives.

Identification of Parametric Models deals with these questions in a straightforward style while providing a global vision of the methodology.

Suitable for engineers and researchers who practise mathematical modelling from experimental data, graduate students who wish to become acquainted with the field, this text will also be a valuable resource for specialists in the field.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Communications and Control Engineering
Release date: 1997
First published: 1997
Assisted by: J. Norton
Authors: Eric Walter • Luc Pronzato
Dimensions: 234 x 156 x 23mm (L x W x T)
Format: Hardcover
Pages: 413
Edition: 1997 ed.
ISBN-13: 978-3-540-76119-8
Categories: Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
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LSN: 3-540-76119-5
Barcode: 9783540761198

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