Production and inventory control of a single product assemble-to-order system with multiple customer classes

被引:123
作者
Benjaafar, Saif [1 ]
ElHafsi, Mohsen
机构
[1] Univ Minnesota, Dept Mech Engn, Minneapolis, MN 55455 USA
[2] Univ Calif Riverside, A Gary Anderson Grad Sch Management, Riverside, CA 92521 USA
关键词
assemble-to-order (ATO) systems; production and inventory control; Markov decision processes; make-to-stock queues;
D O I
10.1287/mnsc.1060.0588
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider the optimal production and inventory control of an assemble-to-order system with m components, one end-product, and n customer classes. A control policy specifies when to produce each component and, whenever an order is placed, whether or not to satisfy it from on-hand inventory. We formulate the problem as a Markov decision process and characterize the structure of an optimal policy. We show that a base-stock production policy is optimal, but the base-stock level for each component is dynamic and depends on the inventory level of all other components (more specifically, it is nondecreasing). We show that the optimal inventory allocation for each component is a rationing policy with different rationing levels for different demand classes. The rationing levels for each component are dynamic and also nondecreasing in the inventory level of all other components. We compare the performance of the optimal policy to heuristic policies, including the commonly used base-stock policy with fixed base-stock levels, and find them to perform surprisingly well, especially for systems with lost sales.
引用
收藏
页码:1896 / 1912
页数:17
相关论文
共 28 条
[1]   Optimal material control in an assembly system with component commonality [J].
Agrawal, N ;
Cohen, MA .
NAVAL RESEARCH LOGISTICS, 2001, 48 (05) :409-429
[2]   Demand allocation in multiple-product, multiple-facility, make-to-stock systems [J].
Benjaafar, S ;
Elhafsi, M ;
de Véricourt, F .
MANAGEMENT SCIENCE, 2004, 50 (10) :1431-1448
[3]   OPTIMAL-CONTROL OF A SIMPLE ASSEMBLY SYSTEM [J].
CHEN, H ;
YANG, P ;
YAO, DD ;
CHAO, XL .
OPERATIONS RESEARCH LETTERS, 1993, 14 (04) :199-205
[4]  
CHENG F, 2005, 2 STAGE PUSH PULL PR
[5]  
CHENG F, 2002, MANUFACTURING SERVIC, V4, P114, DOI DOI 10.1287/MS0M.4.2.114.282
[6]  
Dayanik S., 2003, Manufacturing & Service Operations Management, V5, P230, DOI 10.1287/msom.5.3.230.16033
[7]   Analysis of assembly systems with service level constraints [J].
de Kok, TG ;
Visschers, JWCH .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1999, 59 (1-3) :313-326
[8]   Optimal stock allocation for a capacitated supply system [J].
de Véricourt, F ;
Karaesmen, F ;
Dallery, Y .
MANAGEMENT SCIENCE, 2002, 48 (11) :1486-1501
[9]  
FRANK KC, 2004, INVENTORY POLICIES M
[10]   A simple and effective component procurement policy for stochastic assembly systems [J].
Gallien, J ;
Wein, LM .
QUEUEING SYSTEMS, 2001, 38 (02) :221-248