Newsvendor Model with Overconfidence Behavior Under CVaR Criterion

被引:0
|
作者
Chen K.-G. [1 ]
Huang M. [2 ]
Wang X.-Y. [1 ]
机构
[1] School of Management, China University of Mining and Technology, Xuzhou
[2] School of Information Science & Engineering, Northeastern University, Shenyang
关键词
Conditional value at risk(CVaR)criterion; Newsvendor model; Optimal order quantity; Overconfidence; Risk-aversion;
D O I
10.12068/j.issn.1005-3026.2020.04.004
中图分类号
学科分类号
摘要
In order to study the ordering strategy of risk-aversion retailers when they have overconfident behaviors in their beliefs in random market demand, CVaR was used as a risk measurement criterion, and an overconfident newsvendor model under CVaR was established. The effect of risk-aversion and overconfidence on retailer's optimal ordering decision and corresponding conditional risk value was discussed. And the belief condition risk value and actual condition risk value of over confident retailers and fully rational retailers were analyzed. The results showed that overconfidence causes retailer to reduce the risk value of the condition and the order quantity deviates from full rational. Numerical examples verified the validity of the model and provided theoretical support for retailers' ordering decisions in reality. © 2020, Editorial Department of Journal of Northeastern University. All right reserved.
引用
收藏
页码:475 / 481
页数:6
相关论文
共 17 条
  • [1] Xu M.-H., Yu G., Zhang H.-Q., CVaR in a newsvendor model with lost sale penalty cost, Systems Engineering-Theory & Practice, 10, 1, pp. 1-8, (2006)
  • [2] Zhou Y.-W., Liu Z.-R., Guo J.-S., Et al., Research on ordering decision and coordination of overconfident retailer based on newsvendor model, Operations Research and Management Science, 21, 3, pp. 62-66, (2012)
  • [3] Zhang R., Liu B., Group buying decisions of competing retailers with emergency procurement, Annals of Operations Research, 257, 1, pp. 317-333, (2017)
  • [4] Schweitzer M.E., Cachon G.P., Decision bias in the newsvendor problem with a known demand distribution: experimental evidence, Management Science, 46, 3, pp. 404-420, (2000)
  • [5] Eeckhoudt L., Gollier C., Schlesinger H., The risk-averse(and prudent)newsboy, Management Science, 41, 5, pp. 786-794, (1995)
  • [6] Agrawal V., Impact of uncertainty and risk aversion on pricing and order quantity in the newsvendor problem, Manufacturing & Service Operations Management, 2, 4, pp. 410-423, (2000)
  • [7] Wu J., Li J., Wang S., Et al., Mean-variance analysis of the newsvendor model with stockout cost, Omega, 37, 3, pp. 724-730, (2009)
  • [8] Choi T.M., Li D., Yan H., Mean-variance analysis for the newsvendor problem, IEEE Transactions on Systems, Man, and Cybernetics. Part A: Systems and Humans, 38, 5, pp. 1169-1180, (2008)
  • [9] Gan X., Sethi S.P., Yan H., Channel coordination with a risk-neutral supplier and a downside-risk-averse retailer, Production & Operations Management, 14, 1, pp. 80-89, (2010)
  • [10] Huang S., Yang C., Yang J., Supply chain coordination model considering risk attitudes of agents with VaR constraints, Journal of Industrial Engineering and Engineering Management, 25, 2, pp. 136-141, (2011)