The myopic Order-Up-To policy with a proportional feedback controller

被引:52
作者
Chen, Y. F.
Disney, S. M. [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
[2] Cardiff Univ, Cardiff Business Sch, Logist Syst Dynam Grp, Cardiff CF10 3EU, S Glam, Wales
关键词
bullwhip effect; inventory; order-up-to policy; control theory; SUPPLY CHAIN; BULLWHIP; IMPACT; INFORMATION; SYSTEMS;
D O I
10.1080/00207540600579532
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We develop a discrete control theory model of a myopic Order-Up-To (OUT) policy reacting to a stochastic demand pattern with Auto Regressive and Moving Average (ARMA) components. We show that the bullwhip effect arises with such a policy despite the fact that it is optimal when the ordering cost is linear. We then derive a set of z-transform transfer functions of a modified OUT policy that allows us to avoid the bullwhip problem by incorporating a proportional controller into the inventory position feedback loop. With this technique, the order variation can always be reduced to the same level as the demand variation. However, bullwhip-effect avoidance always comes at the cost of holding extra inventory. When the ordering cost is piece-wise linear and increasing, we compare the total cost per period under the two types of control policies: with and without bullwhip-effect reduction. Numerical examples reveal that the cost saving can be substantial if the order variance is reduced by using the proportional controller.
引用
收藏
页码:351 / 368
页数:18
相关论文
共 37 条
  • [11] Measuring and avoiding the bullwhip effect: A control theoretic approach
    Dejonckheere, J
    Disney, SM
    Lambrecht, MR
    Towill, DR
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 147 (03) : 567 - 590
  • [12] Deziel DP, 1967, Prod. Eng., V46, P93
  • [13] On the bullwhip and inventory variance produced by an ordering policy
    Disney, SM
    Towill, DR
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2003, 31 (03): : 157 - 167
  • [14] DISNEY SM, 2001, THESIS CARDIFF U WAL
  • [15] DISNEY SM, 2003, EUROMA POMS C COM LA, V2, P561
  • [16] An ARIMA supply chain model
    Gilbert, K
    [J]. MANAGEMENT SCIENCE, 2005, 51 (02) : 305 - 310
  • [17] GRUBBSTROM RW, 1998, 254 LINK U DEP PROD
  • [18] GRUBBSTROM RW, 2002, 304 LINK I SCI TECH
  • [19] HAMMOND JH, 1994, CASE
  • [20] On variance amplification in a three-echelon supply chain with minimum mean square error forecasting
    Hosoda, T
    Disney, SM
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2006, 34 (04): : 344 - 358