The Semicircle Law, Free Random Variables and Entropy

The Semicircle Law, Free Random Variables and Entropy
Author :
Publisher : American Mathematical Soc.
Total Pages : 389
Release :
ISBN-10 : 9780821841358
ISBN-13 : 0821841351
Rating : 4/5 (58 Downloads)

Book Synopsis The Semicircle Law, Free Random Variables and Entropy by : Fumio Hiai

Download or read book The Semicircle Law, Free Random Variables and Entropy written by Fumio Hiai and published by American Mathematical Soc.. This book was released on 2000 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book treats free probability theory, which has been extensively developed since the early 1980s. The emphasis is put on entropy and the random matrix model approach. The volume is a unique presentation demonstrating the extensive interrelation between the topics. Wigner's theorem and its broad generalizations, such as asymptotic freeness of independent matrices, are explained in detail. Consistent throughout the book is the parallelism between the normal and semicircle laws. Voiculescu's multivariate free entropy theory is presented with full proofs and extends the results to unitary operators. Some applications to operator algebras are also given. Based on lectures given by the authors in Hungary, Japan, and Italy, the book is a good reference for mathematicians interested in free probability theory and can serve as a text for an advanced graduate course. This book brings together both new material and recent surveys on some topics in differential equations that are either directly relevant to, or closely associated with, mathematical physics. Its topics include asymptotic formulas for the ground-state energy of fermionic gas, renormalization ideas in quantum field theory from perturbations of the free Hamiltonian on the circle, $J$-selfadjoint Dirac operators, spectral theory of Schrodinger operators, inverse problems, isoperimetric inequalities in quantum mechanics, Hardy inequalities, and non-adiabatic transitions. Excellent survey articles on Dirichlet-Neumann inverse problems on manifolds (by Uhlmann), numerical investigations associated with Laplacian eigenvalues on planar regions (by Trefethen), Snell's law and propagation of singularities in the wave equation (by Vasy), random operators on tree graphs (by Aizenmann) make this book interesting and valuable for graduate students, young mathematicians, and physicists alike.


The Semicircle Law, Free Random Variables and Entropy Related Books

The Semicircle Law, Free Random Variables and Entropy
Language: en
Pages: 389
Authors: Fumio Hiai
Categories: Mathematics
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

DOWNLOAD EBOOK

The book treats free probability theory, which has been extensively developed since the early 1980s. The emphasis is put on entropy and the random matrix model
Random Matrices and Iterated Random Functions
Language: en
Pages: 265
Authors: Gerold Alsmeyer
Categories: Mathematics
Type: BOOK - Published: 2013-08-28 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

​Random Matrices are one of the major research areas in modern probability theory, due to their prominence in many different fields such as nuclear physics, s
Conditional Measures and Applications
Language: en
Pages: 506
Authors: M.M. Rao
Categories: Mathematics
Type: BOOK - Published: 2005-05-25 - Publisher: CRC Press

DOWNLOAD EBOOK

In response to unanswered difficulties in the generalized case of conditional expectation and to treat the topic in a well-deservedly thorough manner, M.M. Rao
Patterned Random Matrices
Language: en
Pages: 329
Authors: Arup Bose
Categories: Mathematics
Type: BOOK - Published: 2018-05-23 - Publisher: CRC Press

DOWNLOAD EBOOK

Large dimensional random matrices (LDRM) with specific patterns arise in econometrics, computer science, mathematics, physics, and statistics. This book provide
An Introduction to Random Matrices
Language: en
Pages: 507
Authors: Greg W. Anderson
Categories: Mathematics
Type: BOOK - Published: 2010 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

A rigorous introduction to the basic theory of random matrices designed for graduate students with a background in probability theory.