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Random matrices, random processes and integrable systems

This book explores the remarkable connections between two domains that, a priori, seem unrelated: Random matrices (together with associated random processes) and integrable systems. The relations between random matrix models and the theory of classical integrable systems have long been studied. Thes...

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Autor principal: Harnad, John
Lenguaje:eng
Publicado: Springer 2011
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-1-4419-9514-8
http://cds.cern.ch/record/1383373
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author Harnad, John
author_facet Harnad, John
author_sort Harnad, John
collection CERN
description This book explores the remarkable connections between two domains that, a priori, seem unrelated: Random matrices (together with associated random processes) and integrable systems. The relations between random matrix models and the theory of classical integrable systems have long been studied. These appear mainly in the deformation theory, when parameters characterizing the measures or the domain of localization of the eigenvalues are varied. The resulting differential equations determining the partition function and correlation functions are, remarkably, of the same type as certain equations appearing in the theory of integrable systems. They may be analyzed effectively through methods based upon the Riemann-Hilbert problem of analytic function theory and by related approaches to the study of nonlinear asymptotics in the large N limit. Associated with studies of matrix models are certain stochastic processes, the "Dyson processes", and their continuum diffusion limits, which govern the spectrum in random matrix ensembles, and may also be studied by related methods. Random Matrices, Random Processes and Integrable Systems provides an in-depth examination of random matrices with applications over a vast variety of domains, including multivariate statistics, random growth models, and many others. Leaders in the field apply the theory of integrable systems to the solution of fundamental problems in random systems and processes using an interdisciplinary approach that sheds new light on a dynamic topic of current research.
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spelling cern-13833732021-04-22T00:51:23Zdoi:10.1007/978-1-4419-9514-8http://cds.cern.ch/record/1383373engHarnad, JohnRandom matrices, random processes and integrable systemsGeneral Theoretical PhysicsThis book explores the remarkable connections between two domains that, a priori, seem unrelated: Random matrices (together with associated random processes) and integrable systems. The relations between random matrix models and the theory of classical integrable systems have long been studied. These appear mainly in the deformation theory, when parameters characterizing the measures or the domain of localization of the eigenvalues are varied. The resulting differential equations determining the partition function and correlation functions are, remarkably, of the same type as certain equations appearing in the theory of integrable systems. They may be analyzed effectively through methods based upon the Riemann-Hilbert problem of analytic function theory and by related approaches to the study of nonlinear asymptotics in the large N limit. Associated with studies of matrix models are certain stochastic processes, the "Dyson processes", and their continuum diffusion limits, which govern the spectrum in random matrix ensembles, and may also be studied by related methods. Random Matrices, Random Processes and Integrable Systems provides an in-depth examination of random matrices with applications over a vast variety of domains, including multivariate statistics, random growth models, and many others. Leaders in the field apply the theory of integrable systems to the solution of fundamental problems in random systems and processes using an interdisciplinary approach that sheds new light on a dynamic topic of current research.Springeroai:cds.cern.ch:13833732011
spellingShingle General Theoretical Physics
Harnad, John
Random matrices, random processes and integrable systems
title Random matrices, random processes and integrable systems
title_full Random matrices, random processes and integrable systems
title_fullStr Random matrices, random processes and integrable systems
title_full_unstemmed Random matrices, random processes and integrable systems
title_short Random matrices, random processes and integrable systems
title_sort random matrices, random processes and integrable systems
topic General Theoretical Physics
url https://dx.doi.org/10.1007/978-1-4419-9514-8
http://cds.cern.ch/record/1383373
work_keys_str_mv AT harnadjohn randommatricesrandomprocessesandintegrablesystems