Abstract
We consider a family of nonlinear stochastic heat equations of the form ∂tu = Lu + σ(u)W, where W denotes space- time white noise, L the generator of a symmetric Lévy process on R, and σ is Lipschitz continuous and zero at 0. We show that this stochastic PDE has a random-field solution for every finite initial measure u0. Tight a priori bounds on the moments of the solution are also obtained. In the particular case that Lf = cf'' for some c > 0, we prove that if u0 is a finite measure of compact support, then the solution is with probability one a bounded function for all times t > 0.
Original language | English |
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Pages (from-to) | 136-153 |
Number of pages | 18 |
Journal | Annales de l'institut Henri Poincare (B) Probability and Statistics |
Volume | 50 |
Issue number | 1 |
DOIs | |
State | Published - Feb 2014 |
Keywords
- Singular initial data
- The stochastic heat equation