Whenever demand for a single item can be categorised into classes of differ
ent priority, an inventory rationing policy should be considered. In this p
aper we analyse a continuous review (s, Q) model with lost sales and two de
mand classes. A so-called critical level policy is applied to ration the in
ventory among the two demand classes. With this policy, low-priority demand
is rejected in anticipation of future high-priority demand whenever the in
ventory level is at or below a prespecified critical level. For Poisson dem
and and deterministic lead times, we present an exact formulation of the av
erage inventory cost. A simple optimisation procedure is presented and in a
numerical study we compare the optimal rationing policy with a policy wher
e no distinction between the demand classes is made. The benefit of the rat
ioning policy is investigated for various cases and the results show that s
ignificant cost reductions can be obtained.