This self-contained textbook takes a matrix-oriented approach to
linear algebra and presents a complete theory, including all
details and proofs, culminating in the Jordan canonical form and
its proof. Throughout the development, the applicability of the
results is highlighted. Additionally, the book presents special
topics from applied linear algebra including matrix functions, the
singular value decomposition, the Kronecker product and linear
matrix equations. The matrix-oriented approach to linear algebra
leads to a better intuition and a deeper understanding of the
abstract concepts, and therefore simplifies their use in real world
applications. Some of these applications are presented in detailed
examples. In several 'MATLAB-Minutes' students can comprehend the
concepts and results using computational experiments. Necessary
basics for the use of MATLAB are presented in a short introduction.
Students can also actively work with the material and practice
their mathematical skills in more than 300 exercises.
General
Imprint: |
Springer International Publishing AG
|
Country of origin: |
Switzerland |
Series: |
Springer Undergraduate Mathematics Series |
Release date: |
November 2015 |
First published: |
2015 |
Authors: |
Joerg Liesen
• Volker Mehrmann
|
Dimensions: |
235 x 155 x 19mm (L x W x T) |
Format: |
Paperback
|
Pages: |
324 |
Edition: |
1st ed. 2015 |
ISBN-13: |
978-3-319-24344-3 |
Languages: |
English
|
Subtitles: |
German
|
Categories: |
Books >
Science & Mathematics >
Mathematics >
Algebra >
General
|
LSN: |
3-319-24344-6 |
Barcode: |
9783319243443 |
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