The Impact of a Target on Newsvendor Decisions

被引:50
作者
Chen, Lucy Gongtao [1 ]
Long, Daniel Zhuoyu [2 ]
Perakis, Georgia [3 ]
机构
[1] Natl Univ Singapore, NUS Business Sch, Singapore 119245, Singapore
[2] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
[3] MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
关键词
newsvendor; risk measure; target profit; RISK-AVERSE NEWSVENDOR; PERFORMANCE; MODEL;
D O I
10.1287/msom.2014.0500
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Goal achieving is a commonly observed phenomenon in practice, and it plays an important role in decision making. In this paper, we investigate the impact of a target on newsvendor decisions. We take into account the risk and model the effect of a target by maximizing the satisficing measure of a newsvendor's profit with respect to that target. We study two satisficing measures: (i) conditional value at risk (CVaR) satisficing measure that evaluates the highest confidence level of CVaR achieving the target; (ii) entropic satisficing measure that assesses the smallest risk tolerance level under which the certainty equivalent for exponential utility function achieves the target. For both satisficing measures, we find that the optimal ordering quantity increases with the target level. We determine an optimal order quantity for a target-based newsvendor and characterize its properties with respect to, for example, product's profit margin.
引用
收藏
页码:78 / 86
页数:9
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