A Risk-Averse Newsvendor Model Under the CVaR Criterion

被引:358
|
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 50 条
  • [31] Inventory financing a risk-averse newsvendor with strategic default
    Li, Tianyun
    Fang, Weiguo
    Wu, Desheng Dash
    Zhang, Baofeng
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 120 (05) : 1003 - 1038
  • [32] THE LOSS-AVERSE NEWSVENDOR PROBLEM WITH QUANTITY-ORIENTED REFERENCE POINT UNDER CVAR CRITERION
    Liu, Wei
    Song, Shiji
    Qiao, Ying
    Zhao, Han
    Wang, Huachang
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2022, 18 (04) : 2633 - 2650
  • [33] A risk-averse newsvendor with law invariant coherent measures of risk
    Choi, Sungyong
    Ruszczynski, Andrzej
    OPERATIONS RESEARCH LETTERS, 2008, 36 (01) : 77 - 82
  • [34] On the comparison of risk-neutral and risk-averse newsvendor problems
    Katariya, Abhilasha Prakash
    Cetinkaya, Sila
    Tekin, Eylem
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2014, 65 (07) : 1090 - 1107
  • [35] Stackelberg Game of Buyback Policy in Supply Chain with a Risk-Averse Retailer and a Risk-Averse Supplier Based on CVaR
    Zhou, Yanju
    Chen, Qian
    Chen, Xiaohong
    Wang, Zongrun
    PLOS ONE, 2014, 9 (09):
  • [36] Optimal decisions for the loss-averse newsvendor problem under CVaR
    Xu Xinsheng
    Meng Zhiqing
    Shen Rui
    Jiang Min
    Ji Ping
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2015, 164 : 146 - 159
  • [37] Optimal due date quoting for a risk-averse decision-maker under CVaR
    Tao, Liangyan
    Wu, Desheng Dash
    Liu, Sifeng
    Dolgui, Alexandre
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2018, 56 (05) : 1934 - 1959
  • [38] Risk-averse Distributional Reinforcement Learning: A CVaR Optimization Approach
    Stanko, Silvestr
    Macek, Karel
    IJCCI: PROCEEDINGS OF THE 11TH INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE, 2019, : 412 - 423
  • [39] The Optimal Strategies of Risk-Averse Newsvendor Model for a Dyadic Supply Chain with Financing Service
    Chen, Jianxin
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2017, 2017
  • [40] Controlled Information Fusion with Risk-Averse CVaR Social Sensors
    Bhatt, Sujay
    Krishnamurthy, Vikram
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,