Mohamed Erraoui, Habib Ouerdiane, Youssef Ouknine, José Luis da Silva
December 1, 2005
In this paper we give a probabilistic representation for the solution of the heat equation of convolution type with a generalized function ƒ as initial condition. The method uses a combination between convolution calculus and the generalized stochastic calculus, namely Itô's formula for generalized functions. Finally, generalization to the stochastic heat equation with a gradient term and generalized coefficients is presented.