TY - JOUR
T1 - Noncolliding Brownian motion and determinantal processes
AU - Katori, Makoto
AU - Tanemura, Hideki
N1 - Funding Information:
Acknowledgements The present authors would like to thank H. Osada, Y. Takahashi, A. Borodin and G. Olshanski for useful discussions on determinantal processes. M.K. is supported in part by the Grant-in-Aid for Scientific Research (KIBAN-C, No.17540363) of Japan Society for the Promotion of Science. H.T. is supported in part by the Grant-in-Aid for Scientific Research (KIBAN-C, No.19540114) of Japan Society for the Promotion of Science.
PY - 2007/10
Y1 - 2007/10
N2 - A system of one-dimensional Brownian motions (BMs) conditioned never to collide with each other is realized as (i) Dyson's BM model, which is a process of eigenvalues of hermitian matrix-valued diffusion process in the Gaussian unitary ensemble (GUE), and as (ii) the h-transform of absorbing BM in a Weyl chamber, where the harmonic function h is the product of differences of variables (the Vandermonde determinant). The Karlin-McGregor formula gives determinantal expression to the transition probability density of absorbing BM. We show from the Karlin-McGregor formula, if the initial state is in the eigenvalue distribution of GUE, the noncolliding BM is a determinantal process, in the sense that any multitime correlation function is given by a determinant specified by a matrix-kernel. By taking appropriate scaling limits, spatially homogeneous and inhomogeneous infinite determinantal processes are derived. We note that the determinantal processes related with noncolliding particle systems have a feature in common such that the matrix-kernels are expressed using spectral projections of appropriate effective Hamiltonians. On the common structure of matrix-kernels, continuity of processes in time is proved and general property of the determinantal processes is discussed.
AB - A system of one-dimensional Brownian motions (BMs) conditioned never to collide with each other is realized as (i) Dyson's BM model, which is a process of eigenvalues of hermitian matrix-valued diffusion process in the Gaussian unitary ensemble (GUE), and as (ii) the h-transform of absorbing BM in a Weyl chamber, where the harmonic function h is the product of differences of variables (the Vandermonde determinant). The Karlin-McGregor formula gives determinantal expression to the transition probability density of absorbing BM. We show from the Karlin-McGregor formula, if the initial state is in the eigenvalue distribution of GUE, the noncolliding BM is a determinantal process, in the sense that any multitime correlation function is given by a determinant specified by a matrix-kernel. By taking appropriate scaling limits, spatially homogeneous and inhomogeneous infinite determinantal processes are derived. We note that the determinantal processes related with noncolliding particle systems have a feature in common such that the matrix-kernels are expressed using spectral projections of appropriate effective Hamiltonians. On the common structure of matrix-kernels, continuity of processes in time is proved and general property of the determinantal processes is discussed.
KW - Determinantal processes
KW - Karlin-McGregor formula
KW - Matrix-kernels
KW - Multitime correlation functions
KW - Noncolliding Brownian motion
KW - Random matrix theory
KW - Spectral projections
UR - http://www.scopus.com/inward/record.url?scp=36448991470&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=36448991470&partnerID=8YFLogxK
U2 - 10.1007/s10955-007-9421-y
DO - 10.1007/s10955-007-9421-y
M3 - Article
AN - SCOPUS:36448991470
SN - 0022-4715
VL - 129
SP - 1233
EP - 1277
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 5-6
ER -