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The asymmetric simple exclusion process: Integrable structure and limit theorems
Probability| Speaker: | Craig Tracy, UC Davis |
| Location: | 2112 MSB |
| Start time: | Wed, Dec 3 2008, 4:10PM |
Description
Since its introduction by Frank Spitzer nearly forty years ago, the asymmetric
simple exclusion process (ASEP), has become the “default stochastic model for transport
phenomena.” Some have called the ASEP the “Ising model for nonequilibrium
physics.” In ASEP on the integer lattice Z particles move according to two rules: (1)
A particle at x waits an exponential time with parameter one (independently of all
the other particles), and then it chooses y with probability p(x, y); (2) If y is vacant
at that time it moves to y, while if y is occupied it remains at x and restarts the clock.
The adjective “simple” refers to the fact that allowed jumps are one step to the right,
p(x, x + 1) = p, or one step to the left, p(x, x − 1) = 1 − p = q. The asymmetric
condition means p 6= q so that there is a net drift to either the right or the left.
In this lecture we consider ASEP on the integer lattice Z with step initial condition:
At time zero the particles are located at Z+ = {1, 2, . . . , } and there is a drift to the
left (q > p). If xm(t) denotes the position of the mth particle from the left at time t (so
that xm(0) = m), a basic quantity is the distribution function P(xm(t) ≤ x) which
describes the “current fluctuations.” Physicists have conjectured that the limiting
distribution of xm(t) as m → , t → ∞ with m/t fixed is in the 1+1 KPZ Universality
Class. We show that this is indeed the case and describe the limiting distribution
function. (This limiting distribution function first appeared in the random matrix
theory literature.) This result extends an earlier theorem of Kurt Johansson on
the T(totally)ASEP where q = 1 and p = 0. This work is joint work with Harold
Widom.
The lecture itself is for a general audience.
