A Risk-Averse Newsvendor Model Under the CVaR Criterion

被引:357
作者
Chen, Youhua [1 ]
Xu, Minghui [2 ]
Zhang, Zhe George [3 ,4 ]
机构
[1] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
[2] Wuhan Univ, Sch Econ & Management, Wuhan 430072, Peoples R China
[3] Western Washington Univ, Dept Decis Sci, Bellingham, WA 98225 USA
[4] Simon Fraser Univ, Fac Business Adm, Burnaby, BC V5A 1S6, Canada
关键词
COHERENT MEASURES; INVENTORY;
D O I
10.1287/opre.1080.0603
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The classical risk-neutral newsvendor problem is to decide the order quantity that maximizes the one-period expected profit. In this note, we consider a risk-averse newsvendor with stochastic price-dependent demand. We adopt Conditional Value-at-Risk (CVaR), a risk measure commonly used in finance, as the decision criterion. The aim of our study is to investigate the optimal pricing and ordering decisions in such a setting. For both additive and multiplicative demand models, we provide sufficient conditions for the uniqueness and existence of the optimal policy. Comparative statics show the monotonicity properties and other characteristics of the optimal pricing and ordering decisions. We also compare our results with those of the newsvendor with a risk-neutral attitude and a general utility function.
引用
收藏
页码:1040 / 1044
页数:5
相关论文
共 18 条
  • [1] Agrawal V., 2000, Manufacturing & Service Operations Management, V2, P410, DOI 10.1287/msom.2.4.410.12339
  • [2] Coherent risk measures in inventory problems
    Ahmed, Shabbir
    Cakmak, Ulas
    Shapiro, Alexander
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) : 226 - 238
  • [3] [Anonymous], 2006, Value at Risk
  • [4] Coherent measures of risk
    Artzner, P
    Delbaen, F
    Eber, JM
    Heath, D
    [J]. MATHEMATICAL FINANCE, 1999, 9 (03) : 203 - 228
  • [5] Chen F, 2000, MEAN VARIANCE ANAL B
  • [6] Risk aversion in inventory management
    Chen, Xin
    Sim, Melvyn
    Simchi-Levi, David
    Sun, Peng
    [J]. OPERATIONS RESEARCH, 2007, 55 (05) : 828 - 842
  • [7] A risk-averse newsvendor with law invariant coherent measures of risk
    Choi, Sungyong
    Ruszczynski, Andrzej
    [J]. OPERATIONS RESEARCH LETTERS, 2008, 36 (01) : 77 - 82
  • [8] THE RISK-AVERSE (AND PRUDENT) NEWSBOY
    EECKHOUDT, L
    GOLLIER, C
    SCHLESINGER, H
    [J]. MANAGEMENT SCIENCE, 1995, 41 (05) : 786 - 794
  • [9] Dynamic pricing in the presence of inventory considerations: Research overview, current practices, and future directions
    Elmaghraby, W
    Keskinocak, P
    [J]. MANAGEMENT SCIENCE, 2003, 49 (10) : 1287 - 1309
  • [10] A note on probability distributions with increasing generalized failure rates
    Lariviere, MA
    [J]. OPERATIONS RESEARCH, 2006, 54 (03) : 602 - 604