Mean-variance analysis for the newsvendor problem

被引:102
作者
Choi, Tsan-Ming [1 ]
Li, Duan [2 ]
Yan, Houmin [2 ]
机构
[1] Hong Kong Polytech Univ, Inst Text & Clothing, Kowloon, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS | 2008年 / 38卷 / 05期
关键词
inventory; newsvendor problem; risk; risk attitude; mean-variance (MV) analysis;
D O I
10.1109/TSMCA.2008.2001057
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The newsvendor problem is a fundamental building block for inventory management with a stochastic demand. The classical newsvendor problem focuses on a sole objective of either minimizing the expected cost or maximizing the expected profit. However, the performance measure with expected value alone is insufficient, and it ignores the risk preferences of the decision makers. As a result, we carry out a mean-variance analysis of the newsvendor problem. We construct analytical models and reveal the problem's structural properties. We propose the solution schemes which help to identify the optimal solutions. Interesting findings regarding the efficient frontier, the case with a stockout penalty cost, and the safety-first objective are discussed.
引用
收藏
页码:1169 / 1180
页数:12
相关论文
共 33 条
  • [2] Atkinson A. A., 1979, Decision Sciences, V10, P341, DOI 10.1111/j.1540-5915.1979.tb00030.x
  • [3] BUZACOTT J, RISK ANAL COMMITMENT
  • [4] Chen F., 2000, MEAN VARIANCE ANAL B
  • [5] A newsvendor pricing game
    Chen, FY
    Yan, HM
    Yao, L
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2004, 34 (04): : 450 - 456
  • [6] Optimal two-stage ordering policy with Bayesian information updating
    Choi, TM
    Li, D
    Yan, H
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2003, 54 (08) : 846 - 859
  • [7] Channel coordination in supply chains with agents having mean-variance objectives
    Choi, Tsan-Ming
    Li, Duan
    Yan, Houmin
    Chiu, Chun-Hung
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2008, 36 (04): : 565 - 576
  • [8] Mean-variance analysis of a single supplier and retailer supply chain under a returns policy
    Choi, Tsan-Ming
    Li, Duan
    Yan, Houmin
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 184 (01) : 356 - 376
  • [9] RISK IN INVENTORY MODELS - THE CASE OF THE NEWSBOY PROBLEM - OPTIMALITY CONDITIONS
    CHUNG, KH
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1990, 41 (02) : 173 - 176
  • [10] THE RISK-AVERSE (AND PRUDENT) NEWSBOY
    EECKHOUDT, L
    GOLLIER, C
    SCHLESINGER, H
    [J]. MANAGEMENT SCIENCE, 1995, 41 (05) : 786 - 794