Introduction to Matrix Analysis and Applications

Introduction to Matrix Analysis and Applications

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Matrices can be studied in different ways. They are a linear algebraic structure and have a topological/analytical aspect (for example, the normed space of matrices) and they also carry an order structure that is induced by positive semidefinite matrices. The interplay of these closely related structures is an essential feature of matrix analysis. This book explains these aspects of matrix analysis from a functional analysis point of view. After an introduction to matrices and functional analysis, it covers more advanced topics such as matrix monotone functions, matrix means, majorization and entropies. Several applications to quantum information are also included. Introduction to Matrix Analysis and Applications is appropriate for an advanced graduate course on matrix analysis, particularly aimed at studying quantum information. It can also be used as a reference for researchers in quantum information, statistics, engineering and economics.The material of this book is partly based on the lectures of the authors given at the Graduate School of Information Sciences of Tohoku ... Chapters 1a€“3 form an introductory part of the book and could be used as a textbook for an advanced undergraduate special topics course. ... Researchers in statistics, engineering, and economics may also find this book useful. ... 1 n1a„40An=n! If f is sufficiently Preface.

Title:Introduction to Matrix Analysis and Applications
Author:Fumio Hiai, Denes Petz
Publisher:Springer Science & Business Media - 2014-02-06


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