Random Matrices: High Dimensional Phenomena - Couverture souple

Livre 302 sur 387: London Mathematical Society Lecture Notes

Blower, Gordon

 
9780521133128: Random Matrices: High Dimensional Phenomena
Couverture souple
ISBN 10 : 0521133122 ISBN 13 : 9780521133128
Editeur : Cambridge University Press, 2009

Synopsis

This book focuses on the behaviour of large random matrices. Standard results are covered, and the presentation emphasizes elementary operator theory and differential equations, so as to be accessible to graduate students and other non-experts. The introductory chapters review material on Lie groups and probability measures in a style suitable for applications in random matrix theory. Later chapters use modern convexity theory to establish subtle results about the convergence of eigenvalue distributions as the size of the matrices increases. Random matrices are viewed as geometrical objects with large dimension. The book analyzes the concentration of measure phenomenon, which describes how measures behave on geometrical objects with large dimension. To prove such results for random matrices, the book develops the modern theory of optimal transportation and proves the associated functional inequalities involving entropy and information. These include the logarithmic Sobolev inequality, which measures how fast some physical systems converge to equilibrium.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Gordon Blower is currently Head of the Department of Mathematics and Statistics at Lancaster University, and Professor of Mathematical Analysis.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2009
Langue
anglais
ISBN 10 
0521133122
ISBN 13 
9780521133128
Reliure
Broché
Numéro d'édition
1
Nombre de pages
448
Coordonnées du fabricant
non disponible
Personne responsable
non disponible