Title of article :
Consecutive minors for Dyson’s Brownian motions
Author/Authors :
Adler، نويسنده , , Mark and Nordenstam، نويسنده , , Eric and van Moerbeke، نويسنده , , Pierre، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Pages :
29
From page :
2023
To page :
2051
Abstract :
In 1962, Dyson (1962) introduced dynamics in random matrix models, in particular into GUE (also for β = 1 and 4), by letting the entries evolve according to independent Ornstein–Uhlenbeck processes. Dyson shows the spectral points of the matrix evolve according to non-intersecting Brownian motions. The present paper shows that the interlacing spectra of two consecutive principal minors form a Markov process (diffusion) as well. This diffusion consists of two sets of Dyson non-intersecting Brownian motions, with a specific interaction respecting the interlacing. This is revealed in the form of the generator, the transition probability and the invariant measure, which are provided here; this is done in all cases: β = 1 , 2 , 4 . It is also shown that the spectra of three consecutive minors ceases to be Markovian for β = 2 , 4 .
Keywords :
Dyson’s Brownian motion , Diffusions on spectra of minors , Markov process
Journal title :
Stochastic Processes and their Applications
Serial Year :
2014
Journal title :
Stochastic Processes and their Applications
Record number :
1579317
Link To Document :
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