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Exact and Approximate Modeling of Linear Systems

Exact and Approximate Modeling of Linear Systems: A Behavioral Approach

Written for engineers, mathematicians, econometricians, and statisticians, this book presents the behavioral approach of mathematical modeling. Topics covered include misfit minimization, total least squares, ellipsoid fitting, and balanced model identification.

MATLAB is used to solve some example problems in the book. In addition, a supplemental set of MATLAB code files is available for download.

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About This Book

Bart De Moor
Ivan Markovsky
Jan C. Willems
Sabine Van Huffel

SIAM, 2006

ISBN: 0-89871-603-9
Language: English