Growth rate of a stochastic growth process driven by an exponential Ornstein-Uhlenbeck process
Abstract
We study the stochastic growth process in discrete time xi+1 = (1 + μi) xi with growth rate μi = eZi - 12 var(Zi) proportional to the exponential of an Ornstein-Uhlenbeck (O-U) process dZt = - γ Zt dt + σ dWt sampled on a grid of uniformly spaced times \ti\i=0n with time step τ. Using large deviation theory methods we compute the asymptotic growth rate (Lyapunov exponent) λ = n ∞ 1n E[xn]. We show that this limit exists, under appropriate scaling of the O-U parameters, and can be expressed as the solution of a variational problem. The asymptotic growth rate is related to the thermodynamical pressure of a one-dimensional lattice gas with attractive exponential potentials. For Zt a stationary O-U process the lattice gas coincides with a system considered previously by Kac and Helfand. We derive upper and lower bounds on λ. In the large mean-reversion limit γ n τ 1 the two bounds converge and the growth rate is given by a lattice version of the van der Waals equation of state. The predictions are tested against numerical simulations of the stochastic growth model.
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