English

Bessel process, Schramm-Loewner evolution, and Dyson model

Probability 2011-03-25 v1 Statistical Mechanics Mathematical Physics Complex Variables math.MP

Abstract

Bessel process is defined as the radial part of the Brownian motion (BM) in the DD-dimensional space, and is considered as a one-parameter family of one-dimensional diffusion processes indexed by DD, BES(D)^{(D)}. It is well-known that Dc=2D_{\rm c}=2 is the critical dimension. Bessel flow is a notion such that we regard BES(D)^{(D)} with a fixed DD as a one-parameter family of initial value. There is another critical dimension Dˉc=3/2\bar{D}_{\rm c}=3/2 and, in the intermediate values of DD, Dˉc<D<Dc\bar{D}_{\rm c} < D < D_{\rm c}, behavior of Bessel flow is highly nontrivial. The dimension D=3 is special, since in addition to the aspect that BES(3)^{(3)} is a radial part of the three-dimensional BM, it has another aspect as a conditional BM to stay positive. Two topics in probability theory and statistical mechanics, the Schramm-Loewner evolution (SLE) and the Dyson model (Dyson's BM model with parameter β=2\beta=2), are discussed. The SLE(D)^{(D)} is introduced as a 'complexification' of Bessel flow on the upper-half complex-plane. The Dyson model is introduced as a multivariate extension of BES(3)^{(3)}. We explain the 'parenthood' of BES(D)^{(D)} and SLE(D)^{(D)}, and that of BES(3)^{(3)} and the Dyson model. It is shown that complex analysis is effectively applied to study stochastic processes and statistical mechanics models in equilibrium and nonequilibrium states.

Cite

@article{arxiv.1103.4728,
  title  = {Bessel process, Schramm-Loewner evolution, and Dyson model},
  author = {Makoto Katori},
  journal= {arXiv preprint arXiv:1103.4728},
  year   = {2011}
}

Comments

AMS-LaTeX, 41 pages, 12 figures; This manuscript is prepared for the proceedings of the 9th Oka symposium, held at Nara Women's University, 4-5 December 2010

R2 v1 2026-06-21T17:43:55.482Z