On Averaging Principles: An Asymptotic Expansion Approach

This work is concerned with diffusion processes having fast and slow components. It was known that under suitable assumptions the slow component can be approximated by the Markov process with averaged characteristics. In this work, asymptotic expansions for the solutions of the Kolmogorov backward equations are constructed and justified. Certain probabilistic conclusions and examples are also provided.

[1]  R. Khas'minskii,et al.  Principle of Averaging for Parabolic and Elliptic Differential Equations and for Markov Processes with Small Diffusion , 1963 .

[2]  N. Krylov,et al.  Lectures on Elliptic and Parabolic Equations in Holder Spaces , 1996 .

[3]  Benjamin S. White,et al.  Probing a random medium with a pulse , 1989 .

[4]  O. A. Ladyzhenskai︠a︡,et al.  Linear and Quasi-linear Equations of Parabolic Type , 1995 .

[5]  N. Bogolyubov,et al.  Asymptotic Methods in the Theory of Nonlinear Oscillations , 1961 .

[6]  Qing Zhang,et al.  Hierarchical Decision Making in Stochastic Manufacturing Systems , 1994 .

[7]  G. Papanicolaou Some probabilistic problems and methods in singular perturbations , 1976 .

[8]  George Yin,et al.  On Transition Densities of Singularly Perturbed Diffusions with Fast and Slow Components , 1996, SIAM J. Appl. Math..

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

[10]  H. Kushner Weak Convergence Methods and Singularly Perturbed Stochastic Control and Filtering Problems , 1990 .

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

[12]  G. Yin,et al.  Continuous-Time Markov Chains and Applications: A Singular Perturbation Approach , 1997 .

[13]  W. A. Massey,et al.  Uniform acceleration expansions for Markov chains with time-varying rates , 1998 .

[14]  A. Friedman Partial Differential Equations of Parabolic Type , 1983 .

[15]  G. Folland Introduction to Partial Differential Equations , 1976 .

[16]  M. Agranovich,et al.  Elliptic Operators on Closed Manifolds , 1994 .

[17]  A. Veretennikov,et al.  On the poisson equation and diffusion approximation 3 , 2001, math/0506596.

[18]  R. Z. Khasminskij On the principle of averaging the Itov's stochastic differential equations , 1968, Kybernetika.

[19]  A. M. Ilʹin,et al.  Matching of Asymptotic Expansions of Solutions of Boundary Value Problems , 1992 .

[20]  Herbert A. Simon,et al.  Aggregation of Variables in Dynamic Systems , 1961 .

[21]  G. Yin,et al.  Asymptotic Behavior of Parabolic Equations Arising from One-Dimensional Null-Recurrent Diffusions , 2000 .

[22]  J. Doob Stochastic processes , 1953 .

[23]  Rafail Z. Khasminskii,et al.  Asymptotic Series for Singularly Perturbed Kolmogorov-Fokker-Planck Equations , 1996, SIAM J. Appl. Math..

[24]  L. Rogers Stochastic differential equations and diffusion processes: Nobuyuki Ikeda and Shinzo Watanabe North-Holland, Amsterdam, 1981, xiv + 464 pages, Dfl.175.00 , 1982 .

[25]  D. Gilbarg,et al.  Elliptic Partial Differential Equa-tions of Second Order , 1977 .