The Resource Exact and approximate modeling of linear systems : a behavioral approach, Ivan Markovsky ... [et al.], (electronic resource)
Exact and approximate modeling of linear systems : a behavioral approach, Ivan Markovsky ... [et al.], (electronic resource)
 Summary
 This title elegantly introduces the behavioral approach to mathematical modeling, an approach that requires models to be viewed as sets of possible outcomes rather than to be a priori bound to particular representations. The authors discuss exact and approximate fitting of data by linear, bilinear, and quadratic static models and linear dynamic models, a formulation that enables readers to select the most suitable representation for a particular purpose. This book presents exact subspacetype and approximate optimizationbased identification methods, as well as representationfree problem formulations, an overview of solution approaches, and software implementation. Readers will find an exposition of a wide variety of modeling problems starting from observed data. The presented theory leads to algorithms that are implemented in C language and in MATLAB
 Language
 eng
 Extent
 1 electronic text (x, 206 p.)
 Contents

 1. Introduction
 2. Approximate modeling via misfit minimization
 3. Weighted total least squares
 4. Structured total least squares
 5. Bilinear errorsinvariables model
 6. Ellipsoid fitting
 7. Introduction to dynamical models
 8. Exact identification
 9. Balanced model identification
 10. Errorsinvariables smoothing and filtering
 11. Approximate system identification
 12. Conclusions
 Isbn
 9780898718263
 Label
 Exact and approximate modeling of linear systems : a behavioral approach
 Title
 Exact and approximate modeling of linear systems
 Title remainder
 a behavioral approach
 Statement of responsibility
 Ivan Markovsky ... [et al.]
 Language
 eng
 Summary
 This title elegantly introduces the behavioral approach to mathematical modeling, an approach that requires models to be viewed as sets of possible outcomes rather than to be a priori bound to particular representations. The authors discuss exact and approximate fitting of data by linear, bilinear, and quadratic static models and linear dynamic models, a formulation that enables readers to select the most suitable representation for a particular purpose. This book presents exact subspacetype and approximate optimizationbased identification methods, as well as representationfree problem formulations, an overview of solution approaches, and software implementation. Readers will find an exposition of a wide variety of modeling problems starting from observed data. The presented theory leads to algorithms that are implemented in C language and in MATLAB
 Additional physical form
 Also available in print version.
 Cataloging source
 CaBNVSL
 Illustrations
 illustrations
 Index
 index present
 Literary form
 non fiction
 Nature of contents

 dictionaries
 bibliography
 Series statement
 Mathematical modeling and computation
 Target audience

 adult
 specialized
 Label
 Exact and approximate modeling of linear systems : a behavioral approach, Ivan Markovsky ... [et al.], (electronic resource)
 Link
 http://libproxy.rpi.edu/login?url=http://epubs.siam.org/ebooks/siam/mathematical_modeling_and_computation/mm11
 Bibliography note
 Includes bibliographical references (p. 197202) and index
 Color
 black and white
 Contents
 1. Introduction  2. Approximate modeling via misfit minimization  3. Weighted total least squares  4. Structured total least squares  5. Bilinear errorsinvariables model  6. Ellipsoid fitting  7. Introduction to dynamical models  8. Exact identification  9. Balanced model identification  10. Errorsinvariables smoothing and filtering  11. Approximate system identification  12. Conclusions
 http://library.link/vocab/cover_art
 https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9780898718263&userID=ebscotest&password=ebscotest
 Dimensions
 unknown
 http://library.link/vocab/discovery_link
 {'f': 'http://opac.lib.rpi.edu/record=b3018519'}
 Extent
 1 electronic text (x, 206 p.)
 File format
 multiple file formats
 Form of item
 online
 Governing access note
 Restricted to subscribers or individual electronic text purchasers
 Isbn
 9780898718263
 Isbn Type
 (electronic bk.)
 Other physical details
 ill., digital file.
 Reformatting quality
 access
 Specific material designation
 remote
 System details

 Mode of access: World Wide Web
 System requirements: Adobe Acrobat Reader
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.lib.rpi.edu/portal/Exactandapproximatemodelingoflinearsystems/xnOmntRNChE/" typeof="WorkExample http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.lib.rpi.edu/portal/Exactandapproximatemodelingoflinearsystems/xnOmntRNChE/">Exact and approximate modeling of linear systems : a behavioral approach, Ivan Markovsky ... [et al.], (electronic resource)</a></span>  <span property="offers" typeOf="Offer"><span property="offeredBy" typeof="Library ll:Library" resource="http://link.lib.rpi.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.lib.rpi.edu/">Rensselaer Libraries</a></span></span></span></span></div>