• DocumentCode
    2612287
  • Title

    Tradeoff between expected reward and conditional value-at-risk criterion in newsvendor models

  • Author

    Xu, Minghui ; Chen, Frank Y.

  • Author_Institution
    Wuhan Univ., Wuhan
  • fYear
    2007
  • fDate
    2-4 Dec. 2007
  • Firstpage
    1553
  • Lastpage
    1557
  • Abstract
    Two common approaches to addressing risk in the newsvendor setting are to maximize the probability of achieving a target profit and the newsvendor´s expected utility, respectively. In this paper we introduce a weighted mean-risk objective. In particular, we consider the tradeoff between the expected profit and conditional value at risk (CVaR). The CVaR criterion measures the average value of the profit falling below a quantile level which is commonly known as the value at risk (VaR). We derive the optimal order quantities and discuss comparative static properties in terms of optimal order quantity, the wight used in the objective function and the degree of risk aversion of the newsvendor.
  • Keywords
    profitability; publishing; conditional value-at-risk criterion; degree of risk aversion; expected reward; expected utility; newsvendor models; newsvendor setting; optimal order quantities; probability; target profit; weighted mean-risk objective; Costs; Distribution functions; Marketing and sales; Probability density function; Random variables; Reactive power; Risk analysis; Risk management; Stochastic processes; Utility theory; Conditional Value-at-Risk (CVaR); Newsvendor model; inventory model.; risk aversion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1529-8
  • Electronic_ISBN
    978-1-4244-1529-8
  • Type

    conf

  • DOI
    10.1109/IEEM.2007.4419453
  • Filename
    4419453