The Oxford Handbook of Random Matrix Theory

Gernot Akemann (Editor), Jinho Baik (Editor), Philippe Di Francesco (Editor)

Research output: Book/Report/Conference proceedingBook

Abstract

This handbook showcases the major aspects and modern applications of random matrix theory (RMT). It examines the mathematical properties and applications of random matrices and some of the reasons why RMT has been very successful and continues to enjoy great interest among physicists, mathematicians and other scientists. It also discusses methods of solving RMT, basic properties and fundamental objects in RMT, and different models and symmetry classes in RMT. Topics include the use of classical orthogonal polynomials (OP) and skew-OP to solve exactly RMT ensembles with unitary, and orthogonal or symplectic invariance respectively, all at finite matrix size; the supersymmetric and replica methods; determinantal point processes; Painlevé transcendents; the fundamental property of RMT known as universality; RNA folding; two-dimensional quantum gravity; string theory; and the mathematical concept of free random variables. In addition to applications to mathematics and physics, the book considers broader applications to other sciences, including economics, engineering, biology, and complex networks.
Original languageEnglish (US)
PublisherOxford University Press
Number of pages960
ISBN (Electronic)9780191873997
ISBN (Print)9780198744191
DOIs
StatePublished - Sep 2011
Externally publishedYes

Keywords

  • random matrix theory (RMT)
  • string theory
  • quantum gravity
  • RNA folding
  • complex network
  • free random variable
  • Painlevé transcendent
  • determinantal point process
  • replica method
  • orthogonal polynomial

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