White noise
The rate of change in sales depend on three effects: response to advertising that acts positively on the unsold portion of the market via formula_6, the loss due to forgetting or possibly due to competitive factors that act negatively on the sold portion of the market via formula_7, and a random effect using a diffusion or White noise term that can go either way.