The cost of using stationary inventory policies when demand is non-stationary

作者:Tunc Huseyin; Kilic Onur A; Tarim S Armagan; Eksioglu Burak*
来源:Omega-International Journal of Management Science, 2011, 39(4): 410-415.
DOI:10.1016/j.omega.2010.09.005

摘要

Non-stationary stochastic demands are very common in industrial settings with seasonal patterns, trends, business cycles, and limited-life items. In such cases, the optimal inventory control policies are also non-stationary. However, due to high computational complexity, non-stationary inventory policies are not usually preferred in real-life applications. In this paper, we investigate the cost of using a stationary policy as an approximation to the optimal non-stationary one. Our numerical study points to two important results: (i) Using stationary policies can be very expensive depending on the magnitude of demand variability. (ii) Stationary policies may be efficient approximations to optimal non-stationary policies when demand information contains high uncertainty, setup costs are high and penalty costs are low.

  • 出版日期2011-8