Expected value of distribution information for the newsvendor problem

Expected value of distribution information for the newsvendor problem

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Article ID: iaor20081093
Country: United States
Volume: 54
Issue: 6
Start Page Number: 1128
End Page Number: 1136
Publication Date: Nov 2006
Journal: Operations Research
Authors: , ,
Keywords: deteriorating items, newsboy problem
Abstract:

This paper extends previous work on the distribution-free newsvendor problem, where only partial information about the demand distribution is available. More specifically, the analysis assumes that the demand distribution f belongs to a class of probability distribution functions (pdf) ℱ with mean μ and standard deviation σ. While previous work has examined the expected value of distribution information (EVDI) for a particular order quantity and a particular pdf f, this paper aims at computing the maximum EVDI over all f∈ℱ for any order quantity. In addition, an optimization procedure is provided to calculate the order quantity that minimizes the maximum EVDI.

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