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

被引:54
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
[1]   DYNAMIC BEHAVIOUR OF LINEAR FORECASTING AND SCHEDULING RULES [J].
ADELSON, RM .
OPERATIONAL RESEARCH QUARTERLY, 1966, 17 (04) :447-&
[2]  
ALWYN LC, 2001, UNPUB P INFORMS 2001
[3]  
[Anonymous], INT J PRODUCTION RES
[4]   A NUMERICAL METHOD FOR EVALUATION OF COMPLEX INTEGRALS [J].
ASTROM, KJ ;
JURY, EI ;
AGNIEL, RG .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1970, AC15 (04) :468-&
[5]  
Bonney M.C., 1988, ENG COSTS PROD EC, V15, P169
[6]  
BOX GEP, 1970, TIME SERIES ANAL
[7]  
Brown R. G., 1963, Smoothing forecasting and prediction of discrete time series
[8]   DYNAMIC ANALYSIS OF MULTI-ECHELON SUPPLY-SYSTEMS [J].
BURNS, JF ;
SIVAZLIAN, BD .
COMPUTERS & INDUSTRIAL ENGINEERING, 1978, 2 (04) :181-193
[9]   Quantifying the bullwhip effect in a simple supply chain: The impact of forecasting, lead times, and information [J].
Chen, F ;
Drezner, Z ;
Ryan, JK ;
Simchi-Levi, D .
MANAGEMENT SCIENCE, 2000, 46 (03) :436-443
[10]   The impact of information enrichment on the Bullwhip effect in supply chains: A control engineering perspective [J].
Dejonckheere, J ;
Disney, SM ;
Lambrecht, MR ;
Towill, DR .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 153 (03) :727-750