MOMENTS AND GROWTH INDICES FOR THE NONLINEAR STOCHASTIC HEAT EQUATION WITH ROUGH INITIAL CONDITIONS

被引:67
|
作者
Chen, Le [1 ]
Dalang, Robert C. [2 ]
机构
[1] Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland
[2] Ecole Polytech Fed Lausanne, Inst Math, CH-1015 Lausanne, Switzerland
来源
ANNALS OF PROBABILITY | 2015年 / 43卷 / 06期
关键词
Nonlinear stochastic heat equation; parabolic Anderson model; rough initial data; growth indices; PARTIAL-DIFFERENTIAL-EQUATIONS; NOISE; INTERMITTENCE; DIMENSIONS; FORMULA;
D O I
10.1214/14-AOP954
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 study the nonlinear stochastic heat equation in the spatial domain R, driven by space-time white noise. A central special case is the parabolic Anderson model. The initial condition is taken to be a measure on R, such as the Dirac delta function, but this measure may also have noncompact support and even be nontempered (e.g., with exponentially growing tails). Existence and uniqueness of a random field solution is proved without appealing to Gronwall's lemma, by keeping tight control over moments in the Picard iteration scheme. Upper bounds on all pth moments (p >= 2) are obtained as well as a lower bound on second moments. These bounds become equalities for the parabolic Anderson model when p = 2. We determine the growth indices introduced by Conus and Khoshnevisan [Probab. Theory Related Fields 152 (2012) 681-701].
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页码:3006 / 3051
页数:46
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