In this paper, we develop a new probability criterion which is to minimize thesum of all probabilities that the inventory at the end of each stage exceeds a fixed level. Itis shown that the optimal order policy is simoly characterized by a certain critical numberwhen the demand density is a Polya frequency function. Finally, a similar result is givenin the case of λ periods lag in supply.
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