Limit set of inhomogeneous Ornstein-Uhlenbeck processes, destabilization and annealing
Paolo Baldi
Stochastic Processes and their Applications, 1986, vol. 23, issue 1, 153-167
Abstract:
We consider the Diffusion Process obtained by perturbing a dynamical system having a single equilibrium point x, by a fixed time-inhomogeneous Gaussian process whose intensity tends to 0 at infinity. We establish criteria for the exit time from a neighborhood of x to be a.s. finite by linking this fact with the structure of the limit set at infinity. We are also able to compute this limit set for inhomogeneous Ornstein-Uhlenbeck processes associated to linear systems. An application is given to simulated annealing.
Keywords: perturbed; dynamical; system; limit; set; exit; time; Ornstein-Uhlenbeck; process (search for similar items in EconPapers)
Date: 1986
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