Abstract
We consider in this paper a firm that produces a single product. It aims at determining the optimal production and advertising rates. Units of the product are subject to deteriorate while on the shelves. Advertising is modeled using the Nerlove-Arrow model. The system is of the tracking type as the firm has set targets for its state and control variable. Explicit expressions are obtained for the optimal control and state variables using a model predictive control approach.