Almost sure stability of linear stochastic differential equations with jumps

Abstract Under the nondegenerate condition as in the diffusion case, see [14, 21, 6], the linear stochastic jump-diffusion process projected on the unit sphere is a strong Feller process and has a unique invariant measure which is also ergodic using the relation between the transition probabilities of jump-diffusions and the corresponding diffusions due to [22]. The unique deterministic Lyapunov exponent can be represented by the Furstenberg-Khas'minskii formula as an integral over the sphere or the projective space with respect to the ergodic invariant measure so that the almost sure asymptotic stability of linear stochastic systems with jumps depends on its sign. The critical case of zero Lyapunov exponent is discussed and a large deviations result for asymptotically stable systems is further investigated. Several examples are treated for illustration.

[1]  Wolfgang Kliemann,et al.  Qualitative Theory of Stochastic Systems , 1983 .

[2]  W. Kliemann Recurrence and invariant measures for degenerate diffusions , 1987 .

[3]  Daniel W. Stroock,et al.  On the Rate at Which a Homogeneous Diffusion Approaches a Limit, an Application of Large Deviation Theory to Certain Stochastic Integrals , 1986 .

[4]  A. Skorokhod Asymptotic Methods in the Theory of Stochastic Differential Equations , 2008 .

[5]  R. Khasminskii Stochastic Stability of Differential Equations , 1980 .

[6]  J. B. Walsh,et al.  An introduction to stochastic partial differential equations , 1986 .

[7]  Hiroshi Kunita,et al.  A classification of the second order degenerate elliptic operators and its probabilistic characterization , 1974 .

[8]  Wolfgang Kliemann,et al.  On unique ergodicity for degenerate diffusions , 1987 .

[9]  H. Sussmann,et al.  Controllability of nonlinear systems , 1972 .

[10]  G. Papanicolaou,et al.  Stability and Control of Stochastic Systems with Wide-band Noise Disturbances. I , 1978 .

[11]  Asymptotic behavior of solutions of linear stochastic differential systems , 1973 .

[12]  Mtw,et al.  Stochastic flows and stochastic differential equations , 1990 .

[13]  Tsukasa Fujiwara,et al.  Stochastic differential equations of jump type and Lévy processes in diffeomorphisms group , 1985 .

[14]  L. Arnold,et al.  A Formula Connecting Sample and Moment Stability of Linear Stochastic Systems , 1984 .

[15]  N. Moshchuk,et al.  Moment Lyapunov Exponent and Stability Index for Linear Conservative System with Small Random Perturbation , 1998, SIAM J. Appl. Math..

[16]  C. W. Li,et al.  Almost sure stability of linear stochastic systems with Poisson process coefficients , 1986 .

[17]  Wolfgang Kliemann,et al.  Large deviations of linear stochastic differential equations , 1987 .

[18]  L. Arnold Random Dynamical Systems , 2003 .

[19]  R. Khas'minskii,et al.  Necessary and Sufficient Conditions for the Asymptotic Stability of Linear Stochastic Systems , 1967 .

[20]  D. Stroock,et al.  Large deviations and stochastic flows of diffeomorphisms , 1988 .