Tradeoff between expected reward and conditional value-at-risk criterion in newsvendor models

被引:1
|
作者
Xu, Minghui [1 ]
Chen, Frank Y. [2 ]
机构
[1] Wuhan Univ, Sch Econ & Management, Wuhan 430072, Peoples R China
[2] Chinese Univ Hong Kong, Dept Syst Engg & Engg Management, Hong Kong, Peoples R China
基金
美国国家科学基金会;
关键词
newsvendor model; risk aversion; Conditional Value-at-Risk (CVaR); inventory model;
D O I
10.1109/IEEM.2007.4419453
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Two common approaches to addressing risk in the newsvendor setting are to maximize the probability of achieving a target profit and the newsvendor's expected utility, respectively. In this paper we introduce a weighted mean-risk objective. In particular, we consider the tradeoff between the expected profit and conditional value at risk (CVaR). The CVaR criterion measures the average value of the profit falling below a quantile level which is commonly known as the value at risk (VaR). We derive the optimal order quantities and discuss comparative static properties in terms of optimal order quantity, the wight used in the objective function and the degree of risk aversion of the newsvendor.
引用
收藏
页码:1553 / +
页数:2
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