Before revision:  In  the case of linear holding costs and exponentially distributed random demand, we are able to provide an explicit analytic solution .
After revision:  In the case of linear holding costs and exponentially distributed random demand, we are also able to obtain the explicit analytic form of the optimal policy and a probabilistic representation of the optimal revenue .