Nonlinear stochastic differential equations containing generalized delta processes

In this paper, some classes of nonlinear stochastic differential equations involving the generalized delta process and its derivatives are considered in the framework of the Colombeau generalized stochastic process theory. All initial problems considered are proven to have a unique unbiased solution. Several examples are exposed that provide more insight into the assumptions made in the theorems.