This paper considers a one-period multi-item inventory model where the objective is to minimize a function of item backorders subject to a budget constraint. Two functions are considered: the sum of expected item backorders and an expected joint backorder criterion. A main result is a proof that the joint backorder criterion is convex for arbitrary, twice-differentiable demand distributions. The rest of the paper is devoted to comparing the solutions one obtains with the two criterion functions.
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Bruce L. Miller (1971) studied this question.
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