Limit set of inhomogeneous Ornstein-Uhlenbeck processes, destabilization and annealing
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.
Year of publication: |
1986
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Authors: | Baldi, Paolo |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 23.1986, 1, p. 153-167
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Publisher: |
Elsevier |
Keywords: | perturbed dynamical system limit set exit time Ornstein-Uhlenbeck process |
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