A Polynomial Approach to Linear Algebra

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A Polynomial Approach to Linear Algebra is a text which is heavily biased towards functional methods. In using the shift operator as a central object, it makes linear algebra a perfect introduction to other areas of mathematics, operator theory in particular. This technique is very powerful as becomes clear from the analysis of canonical forms (Frobenius, Jordan). It should be emphasized that these functional methods are not only of great theoretical interest, but lead to computational algorithms. Quadratic forms are treated from the same perspective, with emphasis on the important examples of Bezoutian and Hankel forms. These topics are of great importance in applied areas such as signal processing, numerical linear algebra, and control theory. Stability theory and system theoretic concepts, up to realization theory, are treated as an integral part of linear algebra.

This new edition has been updated throughout, in particular new sections have been added on rational interpolation, interpolation using H^{\nfty} functions, and tensor products of models.

Review from first edition:

“…the approach pursed by the author is of unconventional beauty and the material covered by the book is unique.” (Mathematical Reviews)

Author(s): Paul A. Fuhrmann (auth.)
Series: Universitext
Edition: 2
Publisher: Springer-Verlag New York
Year: 2012

Language: English
Pages: 411
Tags: Linear and Multilinear Algebras, Matrix Theory; Systems Theory, Control; Calculus of Variations and Optimal Control; Optimization

Front Matter....Pages i-xvi
Algebraic Preliminaries....Pages 1-32
Vector Spaces....Pages 33-53
Determinants....Pages 55-66
Linear Transformations....Pages 67-95
The Shift Operator....Pages 97-134
Structure Theory of Linear Transformations....Pages 135-159
Inner Product Spaces....Pages 161-193
Tensor Products and Forms....Pages 195-278
Stability....Pages 279-294
Elements of Linear System Theory....Pages 295-324
Rational Hardy Spaces....Pages 325-359
Model Reduction....Pages 361-402
Back Matter....Pages 403-411