Theory of Probability and Mathematical Statistics
Large deviations for solutions of one dimensional Itô equations
A. V. Logachov
Download PDF
Abstract: The large deviations principle for the sequence of stochastic processes η_n(t)=x_0+∫_0^tb(nη_n(s))ds+1/φ(n)∫_0^tσ(nη_n(s))dw(s) is proved if the limits of integral means exist for the functions b(x)σ^{-2}(x) and σ^{-2}(x). The rate functional is evaluated.
Keywords: Large deviations, rate functional, stochastic differential equation
Bibliography: 1. M. I. Freidlin and R. B. Sowers, A comparison of homogenization and large deviations, with applications to wavefront propagation, Stoch. Process. App. 82 (1999), 23-52.
2. S. Ya. Makhno, Large deviations for solutions of stochastic equations, Teor. Veroyatnost. Primenen. 40 (1995), no. 4, 765-785; English transl. in Theory Probab. Appl. 40 (1995), no. 4, 660-678.
3. A. D. Wentzel and M. I. Freidlin, Fluctuations in Dynamical Systems under the Action of Small Random Perturbations, ''Nauka'', Moscow, 1979; English transl., Springer Verlag, Berlin, 1984.
4. I. Gikhman and A. V. Skorokhod, Stochastic Differential Equations, ''Naukova Dumka'', Kiev, 1968; English transl., Springer Verlag, Berlin, 1972.
5. R. Sh. Liptser and P. Chigansky, Moderate deviations for a diffusion-type process in a random environment, Teor. Veroyatnost. Primenen. 54 (2009), no. 1, 39-62; English transl. in Theory Probab. Appl. 54 (2010), no. 1, 29-50.
6. A. A. Pukhalskiĭ, Large Deviations of Stochastic Dynamical Systems, ''Fizmatlit'', Moscow, 2005. (Russian)
7. A. D. Wentzel, Limit Theorems on Large Deviations for Markov Stochastic Processes, ''Nauka'', Moscow, 1986; English transl., Kluwer Academic Publishers Group, Dordrecht, 1990.
8. I. V. Samoĭlenko, Large deviations for random evolutions with independent increments in the scheme of the Poisson approximation, Teor. Imovirnost. Matem. Statyst. 85 (2011), 95-102; English transl. in Theor. Probability and Math. Statist. 85 (2012), 107-114.
9. D. S. Budkov and S. Ya. Makhno, Law of the iterated logarithm for solutions of stochastic equations, Teor. Imovirnost. Matem. Statyst. 83 (2010), 39-48; English transl. in Theor. Probability and Math. Statist. 83 (2011), 47-57.