2002 MatricesTheoryandApplications

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Subject Headings: Nonnegative Matrix, Lp Norm, Eigenvalue Approximation, Matrix Factorization.

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Abstract

In this book, Denis Serre begins by providing a clean and concise introduction to the basic theory of matrices. He then goes on to give many interesting applications of matrices to different aspects of mathematics and also other areas of science and engineering. The book mixes together algebra, analysis, complexity theory and numerical analysis. As such, this book will provide many scientists, not just mathematicians, with a useful and reliable reference. It is intended for advanced undergraduate and graduate students with either applied or theoretical goals. This book is based on a course given by the author at the Ecole Normale Superieure de Lyon.

   Front Matter
   Pages i-xv
   Chapter
   Elementary Theory
   Chapter
   Pages 15-39
   Square Matrices
   Chapter
   Pages 40-60
   Matrices with Real or Complex Entries
   Chapter
   Pages 61-79
   Norms
   Chapter
   Pages 80-96
   Nonnegative Matrices
   Chapter
   Pages 97-113
   Matrices with Entries in a Principal Ideal Domain; Jordan Reduction
   Chapter
   Pages 114-135
   Exponential of a Matrix, Polar Decomposition, and Classical Groups
   Chapter
   Pages 136-148
   Matrix Factorizations
   http://link.springer.com/content/pdf/10.1007%2F0-387-22758-X_8.pdf
   Chapter
   Pages 149-167
   Iterative Methods for Linear Problems
   Chapter
   Pages 168-194
   Approximation of Eigenvalues

References

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 AuthorvolumeDate ValuetitletypejournaltitleUrldoinoteyear
2002 MatricesTheoryandApplicationsDenis SerreMatrices. Theory and Applications2002