On a class of stochastic partial differential equations

被引:21
作者
Song, Jian [1 ,2 ]
机构
[1] Univ Hong Kong, Dept Math, Hong Kong, Hong Kong, Peoples R China
[2] Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
关键词
Stochastic partial differential equation; Gaussian noise; Feynman-Kac formula; Malliavin calculus; FEYNMAN-KAC FORMULA; HEAT-EQUATION; DRIVEN;
D O I
10.1016/j.spa.2016.05.008
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
This paper concerns the stochastic partial differential equation with multiplicative noise partial derivative u/partial derivative t = Lu + u(W) over dot, where L is the generator of a symmetric Levy process X, (W) over dot is a Gaussian noise and u(W) over dot is understood both in the senses of Stratonovich and Skorohod. The Feynman-Kac type of representations for the solutions and the moments of the solutions are obtained, and the Holder continuity of the solutions is also studied. As a byproduct, when gamma(x) is a nonnegative and nonnegative-definite function, a sufficient and necessary condition for integral(t)(0) integral(t)(0) vertical bar r-s vertical bar(-beta 0)gamma (X-r - X-s)drds to be exponentially integrable is obtained. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:37 / 79
页数:43
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