Law of large numbers and central limit theorem for randomly forced PDE's

作者: Armen Shirikyan

DOI: 10.1007/S00440-005-0427-6

关键词:

摘要: We consider a class of dissipative PDE's perturbed by an external random force. Under the condition that the distribution of perturbation is sufficiently non-degenerate, a strong law of large numbers (SLLN) and a central limit theorem (CLT) for solutions are established and the corresponding rates of convergence are estimated. It is also shown that the estimates obtained are close to being optimal. The proofs are based on the property of exponential mixing for the problem in question and some abstract SLLN and CLT for mixing-type Markov …

参考文章(43)
Hervé Reinhard, Equations aux dérivées partielles Dunod. ,(1987)
G. Da Prato, J. Zabczyk, Ergodicity for infinite dimensional systems Cambridge University Press. ,(1996) , 10.1017/CBO9780511662829
Jonathan C. Mattingly, Exponential Convergence for the Stochastically Forced Navier-Stokes Equations and Other Partially Dissipative Dynamics Communications in Mathematical Physics. ,vol. 230, pp. 421- 462 ,(2002) , 10.1007/S00220-002-0688-1
J. Bricmont, A. Kupiainen, R. Lefevere, Exponential mixing of the 2D stochastic Navier-Stokes dynamics Communications in Mathematical Physics. ,vol. 230, pp. 87- 132 ,(2002) , 10.1007/S00220-002-0708-1
J. Bricmont, A. Kupiainen, R. Lefevere, Probabilistic estimates for the two-dimensional stochastic Navier-Stokes equations Journal of Statistical Physics. ,vol. 100, pp. 743- 756 ,(2000) , 10.1023/A:1018627609718
Jonathan Mattingly, On recent progress for the stochastic Navier Stokes equations Journées équations aux dérivées partielles. pp. 1- 52 ,(2003) , 10.5802/JEDP.625
Stanley Sawyer, Rates of Convergence for Some Functionals in Probability Annals of Mathematical Statistics. ,vol. 43, pp. 273- 284 ,(1972) , 10.1214/AOMS/1177692720
ARMEN SHIRIKYAN, Some mathematical problems of statistical hydrodynamics XIVth International Congress on Mathematical Physics. pp. 304- 311 ,(2006) , 10.1142/9789812704016_0028
E. Bolthausen, The Berry-Esseen theorem for strongly mixing Harris recurrent Markov chains Probability Theory and Related Fields. ,vol. 60, pp. 283- 289 ,(1982) , 10.1007/BF00535716