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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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Lenguaje: | eng |
Publicado: |
American Mathematical Society
2011
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Acceso en línea: | http://cds.cern.ch/record/2623028 |
_version_ | 1780958645375205376 |
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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. |
id | cern-2623028 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2011 |
publisher | American Mathematical Society |
record_format | invenio |
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 |