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Introduction to Matrix Analysis and Applications / / by Fumio Hiai, Dénes Petz



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Autore: Hiai Fumio Visualizza persona
Titolo: Introduction to Matrix Analysis and Applications / / by Fumio Hiai, Dénes Petz Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Edizione: 1st ed. 2014.
Descrizione fisica: 1 online resource (337 p.)
Disciplina: 512.9434
Soggetto topico: Algebras, Linear
Linear Algebra
Classificazione: 510
SK 220
Persona (resp. second.): PetzDénes
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: Fundamentals of operators and matrices -- Mappings and algebras -- Functional calculus and derivation -- Matrix monotone functions and convexity -- Matrix means and inequalities -- Majorization and singular values -- Some applications.
Sommario/riassunto: 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.
Titolo autorizzato: Introduction to Matrix Analysis and Applications  Visualizza cluster
ISBN: 3-319-04150-9
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910300143003321
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Serie: Universitext, . 2191-6675