A PDE approach to large deviations in Hilbert spaces

被引:4
作者
Swiech, Andrzej [1 ]
机构
[1] Georgia Inst Technol, Sch Math, Atlanta, GA 30332 USA
关键词
Large deviations; Viscosity solutions; Hamilton-Jacobi-Bellman equations; Stochastic PDE; Stochastic Navier-Stokes equations; NAVIER-STOKES EQUATIONS; PARTIAL-DIFFERENTIAL-EQUATIONS; HAMILTON-JACOBI EQUATIONS; UNBOUNDED LINEAR TERMS; VISCOSITY SOLUTIONS; INFINITE DIMENSIONS; MULTIPLICATIVE NOISE; BELLMAN EQUATIONS; PERTURBATIONS;
D O I
10.1016/j.spa.2008.05.005
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We introduce a PDE approach to the large deviation principle for Hilbert space valued diffusions. It can be applied to a large class of solutions of abstract stochastic evolution equations with small noise intensities and is adaptable to some special equations, for instance to the 2D stochastic Navier-Stokes equations. Our approach uses a lot of ideas from (and in significant part follows) the program recently developed by Feng and Kurtz [J. Feng, T. Kurtz, Large Deviations for Stochastic Processes, in: Mathematical Surveys and Monographs, vol. 13], American Mathematical Society, Providence, RI, 2006]. Moreover we present easy proofs of exponential moment estimates for solutions of stochastic FIDE. (C) 2008 Elsevier B.V. All rights reserved.
引用
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页码:1081 / 1123
页数:43
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