Optimal policy for a dynamic, non-stationary, stochastic inventory problem with capacity commitment

被引:7
|
作者
Xu, Ningxiong [1 ]
机构
[1] Cornell Univ, Sch Civil & Environm Engn, Ithaca, NY 14853 USA
关键词
Additive function; Capacity; Inventory; Myopic policy; Stochastic dynamic programming; LIMITED PRODUCTION CAPACITY; UNCERTAIN DEMANDS; SUPPLY CONTRACTS; COST CRITERION; MODEL;
D O I
10.1016/j.ejor.2008.11.032
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper studies a single-product, dynamic, non-stationary, stochastic inventory problem with capacity commitment, in which a buyer purchases a fixed capacity from a supplier at the beginning of a planning horizon and the buyer's total cumulative order quantity over the planning horizon is constrained with the capacity. The objective of the buyer is to choose the capacity at the beginning of the planning horizon and the order quantity in each period to minimize the expected total cost over the planning horizon. We characterize the structure of the minimum sum of the expected ordering, storage and shortage costs in a period and thereafter and the optimal ordering policy for a given capacity. Based on the structure, we identify conditions under which a myopic ordering policy is optimal and derive an equation for the optimal capacity commitment. We then use the optimal capacity and the myopic ordering policy to evaluate the effect of the various parameters on the minimum expected total cost over the planning horizon. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:400 / 408
页数:9
相关论文
共 50 条
  • [1] Inventory Routing Problem with Non-stationary Stochastic Demands
    Yadollahi, Ehsan
    Aghezzaf, El-Houssaine
    Walraevens, Joris
    Raa, Birger
    ICINCO: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 2, 2019, : 658 - 665
  • [2] Optimal inventory policy for a dynamic stochastic inventory problem with order revision
    Ningxiong Xu
    Optimization Letters, 2017, 11 : 1489 - 1497
  • [3] Optimal inventory policy for a dynamic stochastic inventory problem with order revision
    Xu, Ningxiong
    OPTIMIZATION LETTERS, 2017, 11 (07) : 1489 - 1497
  • [4] Optimal policy for a muti-product, multi-period, non-stationary, stochastic production and customization problem
    Xu, Ningxiong
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 139 (01) : 229 - 236
  • [5] Dynamic power management stochastic policy for non-stationary multi-task
    Ma, Xi-Qiang
    Liu, Wei-Ya
    Zheng, Xi-Feng
    Cheng, Peng
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2014, 44 (03): : 776 - 781
  • [6] Optimal inventory control in a multi-period newsvendor problem with non-stationary demand
    Kim, Gitae
    Wu, Kan
    Huang, Edward
    ADVANCED ENGINEERING INFORMATICS, 2015, 29 (01) : 139 - 145
  • [7] Waste collection inventory routing with non-stationary stochastic demands
    Markov, Iliya
    Bierlaire, Michel
    Cordeau, Jean-Francois
    Maknoon, Yousef
    Varone, Sacha
    COMPUTERS & OPERATIONS RESEARCH, 2020, 113 (113)
  • [8] An investigation of setup instability in non-stationary stochastic inventory systems
    Kilic, Onur A.
    Tarim, S. Armagan
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 133 (01) : 286 - 292
  • [9] Continuous inventory control with stochastic and non-stationary Markovian demand
    Nasr, Walid W.
    Elshar, Ibrahim J.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 270 (01) : 198 - 217
  • [10] The infinite horizon non-stationary stochastic inventory problem: Near myopic policies and weak ergodicity
    Iida, T
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 116 (02) : 405 - 422