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＜電子ブック＞
Matrices : Theory and Applications / by Denis Serre
(Graduate Texts in Mathematics. ISSN:21975612 ; 216)

版	2nd ed. 2010.
出版者	(New York, NY : Springer New York : Imprint: Springer)
出版年	2010
本文言語	英語
大きさ	XIV, 289 p : online resource
著者標目	*Serre, Denis author SpringerLink (Online service)
件　名	LCSH:Algebras, Linear LCSH:Numerical analysis LCSH:Topological groups LCSH:Lie groups LCSH:Operator theory FREE:Linear Algebra FREE:Numerical Analysis FREE:Topological Groups and Lie Groups FREE:Operator Theory
一般注記	Elementary Linear and Multilinear Algebra -- What Are Matrices -- Square Matrices -- Tensor and Exterior Products -- Matrices with Real or Complex Entries -- Hermitian Matrices -- Norms -- Nonnegative Matrices -- Matrices with Entries in a Principal Ideal Domain; Jordan Reduction -- Exponential of a Matrix, Polar Decomposition, and Classical Groups -- Matrix Factorizations and Their Applications -- Iterative Methods for Linear Systems -- Approximation of Eigenvalues 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. With forty percent new material, this second edition is significantly different from the first edition. Newly added topics include: • Dunford decomposition, • tensor and exterior calculus, polynomial identities, • regularity of eigenvalues for complex matrices, • functional calculus and the Dunford–Taylor formula, • numerical range, • Weyl's and von Neumann’s inequalities, and • Jacobi method with random choice. 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 École Normale Supérieure de Lyon HTTP:URL=https://doi.org/10.1007/978-1-4419-7683-3

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