Finite horizon stochastic inventory problem with dual sourcing: Near myopic and heuristics bounds

We consider a class of multi-periodic non-stationary stochastic single-product inventory planning problems where two procurement modes can be used at each period: a first order with immediate delivery and a second order with a single-period delivery delay. Clearly, the slow delivery mode is less expensive than the fast. We develop a discounted backlog model, with non-stationary procurement, inventory holding and backlog penalty costs proportional to the ordered quantities, inventory levels and number of backlogged units respectively. The demands are defined as non-stationary and independent random variables. We partially characterize the optimal ordering policy structure and we develop theoretical bounds and heuristic approximations for this optimal policy. Efficiency of these approximations is illustrated via extensive numerical experiments.

[1]  Tetsuo Iida,et al.  The infinite horizon non-stationary stochastic multi-echelon inventory problem and near-myopic policies , 2001, Eur. J. Oper. Res..

[2]  Sridhar Seshadri,et al.  New Policies for the Stochastic Inventory Control Problem with Two Supply Sources , 2010, Oper. Res..

[3]  Ningxiong Xu Myopic policy for a two-product and multi-period supply contract with different delivery lead times and storage limitation , 2008 .

[4]  Jean-Claude Hennet,et al.  Inventory control in a multi-supplier system , 2004 .

[5]  Marcel F. Neuts,et al.  An Inventory Model with an Optional Time Lag , 1964 .

[6]  Marcel van Vuuren,et al.  Efficient optimization of the dual-index policy using Markov chains , 2011 .

[7]  Peter Kelle,et al.  Stockout risk and order splitting , 2001 .

[8]  Alan Scheller-Wolf,et al.  Now or Later: A Simple Policy for Effective Dual Sourcing in Capacitated Systems , 2008, Oper. Res..

[9]  A. Whittemore,et al.  Optimal Inventory Under Stochastic Demand with Two Supply Options , 1977 .

[10]  Siwook Ryu,et al.  A stochastic inventory model of dual sourced supply chain with lead-time reduction , 2003 .

[11]  Houmin Yan,et al.  Inventory and Supply Chain Management with Forecast Updates , 2005 .

[12]  De Kok,et al.  A two-supplier inventory model , 1999 .

[13]  Nils Rudi,et al.  Periodic review inventory management with contingent use of two freight modes with fixed costs , 2011 .

[14]  Gad Allon,et al.  Global Dual Sourcing: Tailored Base-Surge Allocation to Near- and Offshore Production , 2010, Manag. Sci..

[15]  Douglas J. Thomas,et al.  Pooling Lead-Time Risk by Order Splitting: A Critical Review , 2006 .

[16]  T. Morton,et al.  The finite horizon nonstationary stochastic inventory problem: near-myopic bounds, heuristics, testing , 1995 .

[17]  George Tagaras,et al.  A Periodic Review Inventory System with Emergency Replenishments , 2001, Manag. Sci..

[18]  S. Minner Multiple-supplier inventory models in supply chain management: A review , 2003 .

[19]  Robert Boute,et al.  Global Dual Sourcing and Order Smoothing , 2011 .

[20]  T. Morton The Nonstationary Infinite Horizon Inventory Problem , 1978 .

[21]  Zhongsheng Hua,et al.  Optimal Inventory Control with Dual‐Sourcing, Heterogeneous Ordering Costs and Order Size Constraints , 2012 .

[22]  Genaro J. Gutierrez,et al.  A periodic review inventory system with two supply modes , 1996 .

[23]  Thomas E. Morton,et al.  The Nonstationary Stochastic Lead-Time Inventory Problem: Near-Myopic Bounds, Heuristics, and Testing , 1996 .

[24]  R. Ganeshan,et al.  Dual sourced supply chains: the discount supplier option , 1999 .

[25]  Yoichiro Fukuda Optimal Policies for the Inventory Problem with Negotiable Leadtime , 1964 .

[26]  A. F. Veinott Optimal Policy for a Multi-product, Dynamic Non-Stationary Inventory Problem , 1965 .

[27]  David B. Shmoys,et al.  Approximation Algorithms for Capacitated Stochastic Inventory Control Models , 2008, Oper. Res..

[28]  Suresh P. Sethi,et al.  Inventory Models with Fixed Costs, Forecast Updates, and Two Delivery Modes , 2003, Oper. Res..