Bessel process, Schramm-Loewner evolution, and Dyson model
Abstract
Bessel process is defined as the radial part of the Brownian motion (BM) in the -dimensional space, and is considered as a one-parameter family of one-dimensional diffusion processes indexed by , BES. It is well-known that is the critical dimension. Bessel flow is a notion such that we regard BES with a fixed as a one-parameter family of initial value. There is another critical dimension and, in the intermediate values of , , behavior of Bessel flow is highly nontrivial. The dimension D=3 is special, since in addition to the aspect that BES 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 ), are discussed. The SLE 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. We explain the 'parenthood' of BES and SLE, and that of BES 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