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Eigenvalue distribution of large random matrices

Random matrix theory is a wide and growing field with a variety of concepts, results, and techniques and a vast range of applications in mathematics and the related sciences. The book, written by well-known experts, offers beginners a fairly balanced collection of basic facts and methods (Part 1 on...

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Detalles Bibliográficos
Autores principales: Pastur, Leonid, Shcherbina, Mariya
Lenguaje:eng
Publicado: American Mathematical Society 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/2623028
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author Pastur, Leonid
Shcherbina, Mariya
author_facet Pastur, Leonid
Shcherbina, Mariya
author_sort Pastur, Leonid
collection CERN
description Random matrix theory is a wide and growing field with a variety of concepts, results, and techniques and a vast range of applications in mathematics and the related sciences. The book, written by well-known experts, offers beginners a fairly balanced collection of basic facts and methods (Part 1 on classical ensembles) and presents experts with an exposition of recent advances in the subject (Parts 2 and 3 on invariant ensembles and ensembles with independent entries). The text includes many of the authors' results and methods on several main aspects of the theory, thus allowing them to present a unique and personal perspective on the subject and to cover many topics using a unified approach essentially based on the Stieltjes transform and orthogonal polynomials. The exposition is supplemented by numerous comments, remarks, and problems. This results in a book that presents a detailed and self-contained treatment of the basic random matrix ensembles and asymptotic regimes. This book will be an important reference for researchers in a variety of areas of mathematics and mathematical physics. Various chapters of the book can be used for graduate courses; the main prerequisite is a basic knowledge of calculus, linear algebra, and probability theory.
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spelling cern-26230282021-04-21T18:47:54Zhttp://cds.cern.ch/record/2623028engPastur, LeonidShcherbina, MariyaEigenvalue distribution of large random matricesMathematical Physics and MathematicsRandom matrix theory is a wide and growing field with a variety of concepts, results, and techniques and a vast range of applications in mathematics and the related sciences. The book, written by well-known experts, offers beginners a fairly balanced collection of basic facts and methods (Part 1 on classical ensembles) and presents experts with an exposition of recent advances in the subject (Parts 2 and 3 on invariant ensembles and ensembles with independent entries). The text includes many of the authors' results and methods on several main aspects of the theory, thus allowing them to present a unique and personal perspective on the subject and to cover many topics using a unified approach essentially based on the Stieltjes transform and orthogonal polynomials. The exposition is supplemented by numerous comments, remarks, and problems. This results in a book that presents a detailed and self-contained treatment of the basic random matrix ensembles and asymptotic regimes. This book will be an important reference for researchers in a variety of areas of mathematics and mathematical physics. Various chapters of the book can be used for graduate courses; the main prerequisite is a basic knowledge of calculus, linear algebra, and probability theory.American Mathematical Societyoai:cds.cern.ch:26230282011
spellingShingle Mathematical Physics and Mathematics
Pastur, Leonid
Shcherbina, Mariya
Eigenvalue distribution of large random matrices
title Eigenvalue distribution of large random matrices
title_full Eigenvalue distribution of large random matrices
title_fullStr Eigenvalue distribution of large random matrices
title_full_unstemmed Eigenvalue distribution of large random matrices
title_short Eigenvalue distribution of large random matrices
title_sort eigenvalue distribution of large random matrices
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2623028
work_keys_str_mv AT pasturleonid eigenvaluedistributionoflargerandommatrices
AT shcherbinamariya eigenvaluedistributionoflargerandommatrices