On optimal inventory control with independent stochastic item returns

被引:105
|
作者
Fleischmann, M [1 ]
Kuik, R [1 ]
机构
[1] Erasmus Univ, Fac Bedriifskunde, Rotterdam Sch Management, NL-3000 DR Rotterdam, Netherlands
关键词
inventory; optimization; reverse logistics;
D O I
10.1016/S0377-2217(02)00592-1
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
To a growing extent companies take recovery of used products into account in their material management. One aspect distinguishing inventory control in this context from traditional settings is an exogenous inbound material flow. We analyze the impact of this inbound flow on inventory control. To this end, we consider a single inventory point facing independent stochastic demand and item returns. This comes down to a variant of a traditional stochastic single-item inventory model where demand may be both positive or negative. Using general results on Markov decision processes we show average cost optimality of an (s, S)-order policy in this model. The key result concerns a transformation of the model into an equivalent traditional (s, S)-model without return flows, using a decomposition of the inventory position. Traditional optimization algorithms can then be applied to determine control parameter values. We illustrate the impact of the return flow on system costs in a numerical example. (C) 2002 Elsevier B.V. All rights reserved.
引用
收藏
页码:25 / 37
页数:13
相关论文
共 50 条
  • [21] Stochastic optimal control with neural networks and application to a retailer inventory problem
    Huang, Zhongwu
    Wang, Xiaohua
    Balakrishnan, S. N.
    2005 44TH IEEE CONFERENCE ON DECISION AND CONTROL & EUROPEAN CONTROL CONFERENCE, VOLS 1-8, 2005, : 4518 - 4523
  • [22] Nonlinear stochastic inventory model with single deteriorating item
    Leng, Ke-Ping
    Liu, Bao-Zheng
    Huang, Xiao-Yan
    Kongzhi yu Juece/Control and Decision, 2004, 19 (07): : 838 - 840
  • [23] A STOCHASTIC OPTIMAL-CONTROL APPROACH TO A CLASS OF PRODUCTION AND INVENTORY PROBLEMS
    TAO, KM
    ZUNDE, P
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1986, 49 (02) : 289 - 317
  • [24] New algorithm for computing optimal (s, S) policies in a stochastic single item/location inventory system
    Feng, Y.
    Xiao, B.
    IIE Transactions (Institute of Industrial Engineers), 2000, 32 (11): : 1081 - 1090
  • [25] A new algorithm for computing optimal (s, S) policies in a stochastic single item/location inventory system
    Feng, Y
    Xiao, B
    IIE TRANSACTIONS, 2000, 32 (11) : 1081 - 1090
  • [26] Optimal control of a production-inventory system with product returns and two disposal options
    Gayon, Jean-Philippe
    Vercraene, Samuel
    Flapper, Simme Douwe P.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 262 (02) : 499 - 508
  • [27] Stochastic optimal control and piecewise parameterization and optimization method for inventory control system improvement
    Li, Bo
    Huang, Tian
    CHAOS SOLITONS & FRACTALS, 2024, 178
  • [28] The benefit of receding horizon control: Near-optimal policies for stochastic inventory control
    Dural-Selcuk, Gozdem
    Rossi, Roberto
    Kilic, Onur A.
    Tarim, S. Armagan
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2020, 97
  • [29] Static-dynamic uncertainty strategy for a single-item stochastic inventory control problem
    Ozen, Ulas
    Dogru, Mustafa K.
    Tarim, S. Armagan
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2012, 40 (03): : 348 - 357
  • [30] A simple heuristic for perishable item inventory control under non-stationary stochastic demand
    Gutierrez-Alcoba, Alejandro
    Rossi, Roberto
    Martin-Barragan, Belen
    Hendrix, Eligius M. T.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (07) : 1885 - 1897