Steady States of Fokker–Planck Equations: II. Non-existence

This is the second paper in a series concerning the study of steady states, including stationary solutions and measures, of a Fokker–Planck equation in a general domain in $$\mathbb {R}^n$$Rn with $$L^{p}_{loc}$$Llocp drift term and $$W^{1,p}_{loc}$$Wloc1,p diffusion term for any $$p>n$$p>n. In this paper, we obtain some non-existence results of stationary measures under conditions involving anti-Lyapunov type of functions associated with the stationary Fokker–Planck equation. When combined with the existence results showed in part I of the series (Huang et al. in J. Dyn Differ Equ 10.1007/s10884-015-9454-x, 2015) contained in the same volume, not only will these results yield necessary and sufficient conditions for the existence of stationary measures, but also they provide a useful tool for one to study noise perturbations of systems of ordinary differential equations, especially with respect to problems of stochastic bifurcations, as demonstrated in some examples contained in this paper. Our analysis is based on the level set method, in particular the integral identity, and measure estimates contained in our work (Huang et al. in Ann Probab 43:1712–1730, 2015).

[1]  Wen Huang,et al.  Integral identity and measure estimates for stationary Fokker-Planck equations , 2014, 1401.7707.

[2]  Uniqueness of invariant measures and maximal dissipativity of diffusion operators on L¹ , 1999 .

[3]  Universitext An Introduction to Ordinary Differential Equations , 2006 .

[4]  Vivek S. Borkar,et al.  Ergodic Control of Diffusion Processes , 2012 .

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

[6]  Invariant Measures of Diffusion Processes: Regularity, Existence, and Uniqueness Problems , 2002 .

[7]  B. Dundas,et al.  DIFFERENTIAL TOPOLOGY , 2002 .

[8]  V. Bogachev,et al.  ON REGULARITY OF TRANSITION PROBABILITIES AND INVARIANT MEASURES OF SINGULAR DIFFUSIONS UNDER MINIMAL CONDITIONS , 2001 .

[9]  Vladimir I. Bogachev,et al.  Uniqueness of solutions of elliptic equations and uniqueness of invariant measures of diffusions , 2002 .

[10]  A. Veretennikov,et al.  Bounds for the Mixing Rate in the Theory of Stochastic Equations , 1988 .

[11]  Shepley L. Ross Introduction to ordinary differential equations , 1966 .

[12]  V. Borkar Ergodic Control of Diffusion Processes , 2012 .

[13]  S. V. Shaposhnikov,et al.  On positive and probability solutions to the stationary Fokker-Planck-Kolmogorov equation , 2012 .

[14]  A. Veretennikov,et al.  On polynomial mixing bounds for stochastic differential equations , 1997 .

[15]  Y. Kamarianakis Ergodic control of diffusion processes , 2013 .

[16]  A. Bensoussan Perturbation Methods in Optimal Control , 1988 .

[17]  Wen Huang,et al.  Steady States of Fokker–Planck Equations: I. Existence , 2015 .

[18]  A. Veretennikov,et al.  On Polynomial Mixing and Convergence Rate for Stochastic Difference and Differential Equations , 2008 .

[19]  V. Bogachev,et al.  Elliptic and parabolic equations for measures , 2009 .

[20]  Wen Huang,et al.  Concentration and limit behaviors of stationary measures , 2016, 1607.06177.

[21]  Vladimir I. Bogachev,et al.  ON UNIQUENESS OF INVARIANT MEASURES FOR FINITE- AND INFINITE-DIMENSIONAL DIFFUSIONS , 1999 .

[22]  Vladimir I. Bogachev,et al.  A Generalization of Khasminskii's Theorem on the Existence of Invariant Measures for Locally Integrable Drifts , 2001 .

[23]  Lirong Xia,et al.  Chinese Small Telescope ARray (CSTAR) for Antarctic Dome A , 2008, Astronomical Telescopes + Instrumentation.

[24]  J. Hale Asymptotic Behavior of Dissipative Systems , 1988 .

[25]  V. Bogachev,et al.  On Parabolic Equations for Measures , 2008 .