The max-min newsvendor pricing problem under conditional value-at-risk criterion

被引:1
|
作者
Wang, Wenyou [1 ]
Yang, Yao [1 ]
Luo, Sirong [1 ]
机构
[1] Shanghai Univ Finance & Econ, Sch Stat & Management, 777 Guoding Rd, Shanghai 200433, Peoples R China
基金
中国国家自然科学基金;
关键词
Pricing; Newsvendor model; Max-min method; Unimodal; Conditional value-at-risk; FREE NEWSBOY PROBLEM; MODEL; PROFIT; DECISIONS; PRODUCTS; DEMAND;
D O I
10.1007/s10696-022-09472-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper studies a risk-averse newsvendor pricing model with limited demand information under the conditional value-at-risk (CVaR) criterion. The paper uses a max-min approach and the objective is to maximize the lower bound on the CVaR of the loss, i.e., the negative of profit in the worst possible distribution case. The paper analyzes the optimal ordering and pricing decisions under both multiplicative and additive demand models, identifies the optimality conditions of the lower bound on the CVaR of loss, and obtains the implicit solutions for the optimal price and order quantity. Furthermore, the paper analyzes the sensitivity of optimal solutions with respect to the degree of risk aversion.
引用
收藏
页码:71 / 102
页数:32
相关论文
共 50 条
  • [31] Max-min sum minimization transportation problem
    Sonia Puri
    M. C. Puri
    [J]. Annals of Operations Research, 2006, 143 : 265 - 275
  • [32] Exact Algorithms for the Max-Min Dispersion Problem
    Akagi, Toshihiro
    Araki, Tetsuya
    Horiyama, Takashi
    Nakano, Shin-ichi
    Okamoto, Yoshio
    Otachi, Yota
    Saitoh, Toshiki
    Uehara, Ryuhei
    Uno, Takeaki
    Wasa, Kunihiro
    [J]. FRONTIERS IN ALGORITHMICS (FAW 2018), 2018, 10823 : 263 - 272
  • [33] Distributionally robust reinsurance with Value-at-Risk and Conditional Value-at-Risk
    Liu, Haiyan
    Mao, Tiantian
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2022, 107 : 393 - 417
  • [34] The robust min-max newsvendor problem with balking under a service level constraint
    [J]. Kwon, K. (kskwon@sk.com), 1600, South African Institute of Industrial Engineering (24):
  • [35] Newsvendor problem with random shortage cost under a risk criterion
    Wu, Meng
    Zhu, Stuart X.
    Teunter, Ruud H.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 145 (02) : 790 - 798
  • [36] Conditional Value-at-Risk and Average Value-at-Risk: Estimation and Asymptotics
    Chun, So Yeon
    Shapiro, Alexander
    Uryasev, Stan
    [J]. OPERATIONS RESEARCH, 2012, 60 (04) : 739 - 756
  • [37] THE ROBUST MIN-MAX NEWSVENDOR PROBLEM WITH BALKING UNDER A SERVICE LEVEL CONSTRAINT
    Cheong, Taesu
    Kwon, Kysang
    [J]. SOUTH AFRICAN JOURNAL OF INDUSTRIAL ENGINEERING, 2013, 24 (03): : 83 - 97
  • [38] Technical Note-A Risk- and Ambiguity-Averse Extension of the Max-Min Newsvendor Order Formula
    Han, Qiaoming
    Du, Donglei
    Zuluaga, Luis F.
    [J]. OPERATIONS RESEARCH, 2014, 62 (03) : 535 - 542
  • [39] Risk Measures, Convexity, and Max-Min Shortfalls
    Flam, Sjur Didrik
    [J]. JOURNAL OF CONVEX ANALYSIS, 2015, 22 (03) : 603 - 626
  • [40] Var Planning Problem Considering Conditional Value-at-Risk Assessment
    Lopez, Julio Cesar
    Mantovani, J. R. S.
    Contreras Sanz, Javier
    [J]. 2014 IEEE PES T&D CONFERENCE AND EXPOSITION, 2014,