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Coherent risk measures in inventory problems
Authors:Shabbir Ahmed,Ulaş Ç  akmakAlexander Shapiro
Affiliation:School of Industrial & Systems Engineering, Georgia Institute of Technology, 765 Ferst Drive, Atlanta, GA 30332, United States
Abstract:We analyze an extension of the classical multi-period, single-item, linear cost inventory problem where the objective function is a coherent risk measure. Properties of coherent risk measures allow us to offer a unifying treatment of risk averse and min–max type formulations. For the single period newsvendor problem, we show that the structure of the optimal solution of the risk averse model is similar to that of the classical expected value problem. For a finite horizon dynamic inventory model, we show that, again, the optimal policy has a similar structure as that of the expected value problem. This result carries over even to the case when there is a fixed ordering cost. We also analyze monotonicity properties of the optimal order quantity with respect to the degree of risk aversion for certain risk measures.
Keywords:Inventory models   Newsvendor problem   Coherent risk measures   Mean-absolute deviation   Conditional-value-at-risk   Dynamic programming
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