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
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].
引用
收藏
页码:3006 / 3051
页数:46
相关论文
共 30 条
  • [1] Adams R.A., 2003, Sobolev Spaces
  • [2] Probability Distribution of the Free Energy of the Continuum Directed Random Polymer in 1+1 Dimensions
    Amir, Gideon
    Corwin, Ivan
    Quastel, Jeremy
    [J]. COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 2011, 64 (04) : 466 - 537
  • [3] [Anonymous], WORLD SCI LECT NOTES
  • [4] THE STOCHASTIC HEAT-EQUATION - FEYNMAN-KAC FORMULA AND INTERMITTENCE
    BERTINI, L
    CANCRINI, N
    [J]. JOURNAL OF STATISTICAL PHYSICS, 1995, 78 (5-6) : 1377 - 1401
  • [5] Macdonald processes
    Borodin, Alexei
    Corwin, Ivan
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2014, 158 (1-2) : 225 - 400
  • [6] CARMONA RA, 1994, MEMOIRES AM MATH SOC, V108
  • [7] Chen L., 2013, THESIS
  • [8] CHUNG K. L., 1990, INTRO STOCHASTIC INT
  • [9] Initial measures for the stochastic heat equation
    Conus, Daniel
    Joseph, Mathew
    Khoshnevisan, Davar
    Shiu, Shang-Yuan
    [J]. ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2014, 50 (01): : 136 - 153
  • [10] WEAK NONMILD SOLUTIONS TO SOME SPDES
    Conus, Daniel
    Khoshnevisan, Davar
    [J]. ILLINOIS JOURNAL OF MATHEMATICS, 2010, 54 (04) : 1329 - 1341