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Bessel Processes, Schramm–Loewner Evolution, and the Dyson Model

  • Makoto Katori

Part of the SpringerBriefs in Mathematical Physics book series (BRIEFSMAPHY, volume 11)

Table of contents

  1. Front Matter
    Pages i-x
  2. Makoto Katori
    Pages 1-39
  3. Makoto Katori
    Pages 41-56
  4. Makoto Katori
    Pages 57-137
  5. Back Matter
    Pages 139-141

About this book

Introduction

The purpose of this book is to introduce two recent topics in mathematical physics and probability theory: the Schramm–Loewner evolution (SLE) and interacting particle systems related to random matrix theory. A typical example of the latter systems is Dyson's Brownian motion (BM) model. The SLE and Dyson's BM model may be considered as "children" of the Bessel process with parameter D, BES(D), and the SLE and Dyson's BM model as "grandchildren" of BM. In Chap. 1 the parenthood of BM in diffusion processes is clarified and BES(D) is defined for any D ≥ 1. Dependence of the BES(D) path on its initial value is represented by the Bessel flow. In Chap. 2 SLE is introduced as a complexification of BES(D). Rich mathematics and physics involved in SLE are due to the nontrivial dependence of the Bessel flow on D. From a result for the Bessel flow, Cardy's formula in Carleson's form is derived for SLE. In Chap. 3 Dyson's BM model with parameter β is introduced as a multivariate extension of BES(D) with the relation D = β + 1. The book concentrates on the case where β = 2 and calls this case simply the Dyson model.
The Dyson model inherits the two aspects of BES(3); hence it has very strong solvability. That is, the process is proved to be determinantal in the sense that all spatio-temporal correlation functions are given by determinants, and all of them are controlled by a single function called the correlation kernel. From the determinantal structure of the Dyson model, the Tracy–Widom distribution is derived. 

Keywords

Itô’s formula and Stochastic Calculus Conformal transformations and conformal invariance Complexifications of random variables Random matrix theory and conformal field theory Multivariate extensions and special functions

Authors and affiliations

  • Makoto Katori
    • 1
  1. 1.Department of PhysicsChuo UniversityTokyoJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-0275-5
  • Copyright Information The Author(s) 2016
  • Publisher Name Springer, Singapore
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-981-10-0274-8
  • Online ISBN 978-981-10-0275-5
  • Series Print ISSN 2197-1757
  • Series Online ISSN 2197-1765
  • Buy this book on publisher's site