Large deviations for infinite dimensional stochastic dynamical systems

被引:229
作者
Budhiraja, Amarjit [1 ]
Dupuis, Paul [2 ]
Maroulas, Vasileios [1 ]
机构
[1] Univ N Carolina, Dept Stat & Operat Res, Chapel Hill, NC 27599 USA
[2] Brown Univ, Div Appl Math, Providence, RI 02912 USA
基金
美国国家科学基金会;
关键词
large deviations; Brownian sheet; Freidlin-Wentzell LDP; stochastic partial differential equations; stochastic evolution equations; small noise asymptotics; infinite dimensional Brownian motion;
D O I
10.1214/07-AOP362
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
The large deviations analysis of solutions to stochastic differential equations and related processes is often based on approximation. The construction and justification of the approximations can be onerous, especially in the case where the process state is infinite dimensional. In this paper we show how such approximations can be avoided for a variety of infinite dimensional models driven by some form of Brownian noise. The approach is based on a variational representation for functionals of Brownian motion. Proofs of large deviations properties are reduced to demonstrating basic qualitative properties (existence, uniqueness and tightness) of certain perturbations of the original process.
引用
收藏
页码:1390 / 1420
页数:31
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