Coherent risk measures in inventory problems

被引:138
作者
Ahmed, Shabbir [1 ]
Cakmak, Ulas [1 ]
Shapiro, Alexander [1 ]
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
inventory models; newsvendor problem; coherent risk measures; mean-absolute deviation; conditional-value-at-risk; dynamic programming;
D O I
10.1016/j.ejor.2006.07.016
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
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. (c) 2006 Published by Elsevier B.V.
引用
收藏
页码:226 / 238
页数:13
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