Optimal Procurement Design in the Presence of Supply Risk

Optimal Procurement Design in the Presence of Supply Risk

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Article ID: iaor20115160
Volume: 13
Issue: 2
Start Page Number: 227
End Page Number: 243
Publication Date: Mar 2011
Journal: Manufacturing & Service Operations Management
Authors: ,
Keywords: risk, quality & reliability, stochastic processes, optimization
Abstract:

This paper analyzes optimal auction design when delivery of supply is uncertain. We consider a buyer facing multiple potential suppliers, each having an associated (exogenous) reliability that quantifies its risk of supply failure. We design optimal mechanisms that depend on the buyer's level of information regarding the suppliers' cost of production and reliability. When supplier reliability is known, we find that the optimal allocation resembles the allocation under full information, but with inflated production costs. When it is unknown, the same result is true when cost and reliability of a supplier are independent. Furthermore, the buyer does not have to pay any rent for information on suppliers' reliability. Moreover, we assess the benefits of the optimal mechanism compared to traditional auctions that ignore supply risk.

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