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Typology and literature review on multiple supplier inventory control models

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  • Svoboda, Josef
  • Minner, Stefan
  • Yao, Man

Abstract

This paper reviews the literature on inventory models with multiple sourcing options and presents a typology for classification. By means of the classification, the progression of the literature (policies and modeling assumptions) is illustrated, the main decision trade-offs in multiple sourcing are identified and avenues for future research are pointed out. Multiple sourcing decision models trade off the added costs of backup sourcing against higher inventory or shortage costs under single sourcing. The value of multiple over single sourcing is found to increase in the uncertainty to be buffered, in inventory holding and shortage costs, as well as in the constraints of the primary source. The literature evolved from small, restrictive models to larger problems and more realism. Accordingly, replenishment policies progressed from optimal policies to more heuristic decision rules. Three areas for future research are suggested for moving the field forward and towards more practical applicability. (1) Further integration of model aspects such as the extension of replenishment policies to more than two suppliers and to multi-echelon models. (2) Focusing on supply chain resilience with decision making disruption events or demand spikes under consideration of risk preferences. (3) Utilizing industry data in machine learning and data-driven methodologies.

Suggested Citation

  • Svoboda, Josef & Minner, Stefan & Yao, Man, 2021. "Typology and literature review on multiple supplier inventory control models," European Journal of Operational Research, Elsevier, vol. 293(1), pages 1-23.
  • Handle: RePEc:eee:ejores:v:293:y:2021:i:1:p:1-23
    DOI: 10.1016/j.ejor.2020.11.023
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    as
    1. Wagner, Laura & Gürbüz, Mustafa Ҫagri & Parlar, Mahmut, 2019. "Is it fake? Using potentially low quality suppliers as back-up when genuine suppliers are unavailable," International Journal of Production Economics, Elsevier, vol. 213(C), pages 185-200.
    2. Bhatnagar, Rohit & Mehta, Peeyush & Chong Teo, Chee, 2011. "Coordination of planning and scheduling decisions in global supply chains with dual supply modes," International Journal of Production Economics, Elsevier, vol. 131(2), pages 473-482, June.
    3. Glock, Christoph H., 2012. "Coordination of a production network with a single buyer and multiple vendors," International Journal of Production Economics, Elsevier, vol. 135(2), pages 771-780.
    4. Serel, Dogan A., 2009. "Optimal ordering and pricing in a quick response system," International Journal of Production Economics, Elsevier, vol. 121(2), pages 700-714, October.
    5. Xiuli Chao & Xiting Gong & Shaohui Zheng, 2016. "Optimal pricing and inventory policies with reliable and random-yield suppliers: characterization and comparison," Annals of Operations Research, Springer, vol. 241(1), pages 35-51, June.
    6. Glock, C. H. & Ries, J. M., 2013. "Reducing lead-time risk through multiple sourcing: the case of stochastic demand and variable lead-time (angenommen)," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57810, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    7. Ekici, Ali, 2013. "An improved model for supplier selection under capacity constraint and multiple criteria," International Journal of Production Economics, Elsevier, vol. 141(2), pages 574-581.
    8. Xiaobei Shen & Lina Bao & Yimin Yu & Zhongsheng Hua, 2019. "Managing Supply Chains with Expediting and Multiple Demand Classes," Production and Operations Management, Production and Operations Management Society, vol. 28(5), pages 1129-1148, May.
    9. Chi Chiang & Genaro J. Gutierrez, 1998. "Optimal control policies for a periodic review inventory system with emergency orders," Naval Research Logistics (NRL), John Wiley & Sons, vol. 45(2), pages 187-204, March.
    10. Victoria L. Zhang, 1996. "Ordering policies for an inventory system with three supply modes," Naval Research Logistics (NRL), John Wiley & Sons, vol. 43(5), pages 691-708, August.
    11. Arts, Joachim & Kiesmüller, Gudrun P., 2013. "Analysis of a two-echelon inventory system with two supply modes," European Journal of Operational Research, Elsevier, vol. 225(2), pages 263-272.
    12. Dong, Chuanwen & Transchel, Sandra, 2020. "A dual sourcing inventory model for modal split transport: Structural properties and optimal solution," European Journal of Operational Research, Elsevier, vol. 283(3), pages 883-900.
    13. Awi Federgruen & Nan Yang, 2009. "Optimal Supply Diversification Under General Supply Risks," Operations Research, INFORMS, vol. 57(6), pages 1451-1468, December.
    14. Zhongsheng Hua & Yimin Yu & Wei Zhang & Xiaoyan Xu, 2015. "Structural properties of the optimal policy for dual-sourcing systems with general lead times," IISE Transactions, Taylor & Francis Journals, vol. 47(8), pages 841-850, August.
    15. Li, Jian & Wang, Shouyang & Cheng, T.C.E., 2010. "Competition and cooperation in a single-retailer two-supplier supply chain with supply disruption," International Journal of Production Economics, Elsevier, vol. 124(1), pages 137-150, March.
    16. Arun Kr. Purohit & Devendra Choudhary & Ravi Shankar, 2016. "Inventory lot-sizing with supplier selection under non-stationary stochastic demand," International Journal of Production Research, Taylor & Francis Journals, vol. 54(8), pages 2459-2469, April.
    17. Hollier, R. H. & Mak, K. L. & Lam, C. L., 1996. "An inventory model for items with demands satisfied from stock or by special deliveries," International Journal of Production Economics, Elsevier, vol. 42(3), pages 229-236, April.
    18. Absi, Nabil & Dauzère-Pérès, Stéphane & Kedad-Sidhoum, Safia & Penz, Bernard & Rapine, Christophe, 2016. "The single-item green lot-sizing problem with fixed carbon emissions," European Journal of Operational Research, Elsevier, vol. 248(3), pages 849-855.
    19. Steffen T. Klosterhalfen & Stefan Minner & Sean P. Willems, 2014. "Strategic Safety Stock Placement in Supply Networks with Static Dual Supply," Manufacturing & Service Operations Management, INFORMS, vol. 16(2), pages 204-219, May.
    20. Glock, C. H., 2012. "Single sourcing versus dual sourcing under conditions of learning," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57813, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    21. George Tagaras & Dimitrios Vlachos, 2001. "A Periodic Review Inventory System with Emergency Replenishments," Management Science, INFORMS, vol. 47(3), pages 415-429, March.
    22. de Kok, Ton & Grob, Christopher & Laumanns, Marco & Minner, Stefan & Rambau, Jörg & Schade, Konrad, 2018. "A typology and literature review on stochastic multi-echelon inventory models," European Journal of Operational Research, Elsevier, vol. 269(3), pages 955-983.
    23. Kouki, Chaaben & Babai, M. Zied & Minner, Stefan, 2018. "On the benefit of dual-sourcing in managing perishable inventory," International Journal of Production Economics, Elsevier, vol. 204(C), pages 1-17.
    24. S. P. Sethi & H. Yan & H. Zhang, 2001. "Peeling Layers of an Onion: Inventory Model with Multiple Delivery Modes and Forecast Updates," Journal of Optimization Theory and Applications, Springer, vol. 108(2), pages 253-281, February.
    25. Hsieh, Chung-Chi & Lai, Hsing-Hua, 2017. "Capacity allocation with differentiated product demands under dual sourcing," International Journal of Production Economics, Elsevier, vol. 193(C), pages 757-769.
    26. S. G. Allen & D. A. D'Esopo, 1968. "Letter to the Editor—An Ordering Policy for Stock Items when Delivery Can be Expedited," Operations Research, INFORMS, vol. 16(4), pages 880-883, August.
    27. Zhu, Stuart X., 2015. "Dynamic replenishment from two sources with different yields, costs, and leadtimes," International Journal of Production Economics, Elsevier, vol. 165(C), pages 79-89.
    28. Aditya Jain & Harry Groenevelt & Nils Rudi, 2010. "Continuous Review Inventory Model with Dynamic Choice of Two Freight Modes with Fixed Costs," Manufacturing & Service Operations Management, INFORMS, vol. 12(1), pages 120-139, August.
    29. Chiwon Kim & Diego Klabjan & David Simchi-Levi, 2015. "Optimal Expediting Policies for a Serial Inventory System with Stochastic Lead Time," Production and Operations Management, Production and Operations Management Society, vol. 24(10), pages 1524-1536, October.
    30. Erica L. Plambeck & Amy R. Ward, 2007. "Note: A Separation Principle for a Class of Assemble-to-Order Systems with Expediting," Operations Research, INFORMS, vol. 55(3), pages 603-609, June.
    31. Silbermayr, Lena & Minner, Stefan, 2016. "Dual sourcing under disruption risk and cost improvement through learning," European Journal of Operational Research, Elsevier, vol. 250(1), pages 226-238.
    32. Meena, P.L. & Sarmah, S.P., 2013. "Multiple sourcing under supplier failure risk and quantity discount: A genetic algorithm approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 50(C), pages 84-97.
    33. Tarun Jain & Jishnu Hazra, 2016. "Sourcing under incomplete information and negative capacity-cost correlation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(3), pages 437-449, March.
    34. Xu, Ningxiong, 2009. "Optimal policy for a two-facility inventory problem with storage constraints and two freight modes," European Journal of Operational Research, Elsevier, vol. 194(1), pages 78-84, April.
    35. Péter Kelle & Edward A. Silver, 1990. "Safety stock reduction by order splitting," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(5), pages 725-743, October.
    36. Özgür Yazlali & Feryal Erhun, 2009. "Dual-supply inventory problem with capacity limits on order sizes and unrestricted ordering costs," IISE Transactions, Taylor & Francis Journals, vol. 41(8), pages 716-729.
    37. Glock, C. H., 2012. "Coordination of a production network with a single buyer and multiple vendors," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57812, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    38. Paterson, Colin & Kiesmüller, Gudrun & Teunter, Ruud & Glazebrook, Kevin, 2011. "Inventory models with lateral transshipments: A review," European Journal of Operational Research, Elsevier, vol. 210(2), pages 125-136, April.
    39. Yoichiro Fukuda, 1964. "Optimal Policies for the Inventory Problem with Negotiable Leadtime," Management Science, INFORMS, vol. 10(4), pages 690-708, July.
    40. Hill, Roger M., 1996. "Order splitting in continuous review (Q, r) inventory models," European Journal of Operational Research, Elsevier, vol. 95(1), pages 53-61, November.
    41. Matthew Rosenshine & Duncan Obee, 1976. "Analysis of a Standing Order Inventory System with Emergency Orders," Operations Research, INFORMS, vol. 24(6), pages 1143-1155, December.
    42. Kiesmüller, G.P. & de Kok, A.G. & Fransoo, J.C., 2005. "Transportation mode selection with positive manufacturing lead time," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(6), pages 511-530, November.
    43. Dorothy E. Klotz & Kalyan Chatterjee, 1995. "Dual Sourcing in Repeated Procurement Competitions," Management Science, INFORMS, vol. 41(8), pages 1317-1327, August.
    44. Xiting Gong & Xiuli Chao & Shaohui Zheng, 2014. "Dynamic Pricing and Inventory Management with Dual Suppliers of Different Lead Times and Disruption Risks," Production and Operations Management, Production and Operations Management Society, vol. 23(12), pages 2058-2074, December.
    45. Chiang, Chi, 2010. "An order expediting policy for continuous review systems with manufacturing lead-time," European Journal of Operational Research, Elsevier, vol. 203(2), pages 526-531, June.
    46. Azad, Nader & Hassini, Elkafi, 2019. "Recovery strategies from major supply disruptions in single and multiple sourcing networks," European Journal of Operational Research, Elsevier, vol. 275(2), pages 481-501.
    47. Erhun Özkan & Geert-Jan Houtum & Yasemin Serin, 2015. "A new approximate evaluation method for two-echelon inventory systems with emergency shipments," Annals of Operations Research, Springer, vol. 224(1), pages 147-169, January.
    48. Ranga V. Ramasesh & J. Keith Ord & Jack C. Hayya & Andrew Pan, 1991. "Sole Versus Dual Sourcing in Stochastic Lead-Time (s, Q) Inventory Models," Management Science, INFORMS, vol. 37(4), pages 428-443, April.
    49. Hou, Jing & Zeng, Amy Z. & Zhao, Lindu, 2010. "Coordination with a backup supplier through buy-back contract under supply disruption," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 881-895, November.
    50. Sawik, Tadeusz, 2015. "On the fair optimization of cost and customer service level in a supply chain under disruption risks," Omega, Elsevier, vol. 53(C), pages 58-66.
    51. Meena, P.L. & Sarmah, S.P. & Sarkar, A., 2011. "Sourcing decisions under risks of catastrophic event disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 1058-1074.
    52. Vlachos, Dimitrios & Tagaras, George, 2001. "An inventory system with two supply modes and capacity constraints," International Journal of Production Economics, Elsevier, vol. 72(1), pages 41-58, June.
    53. Serel, Doğan A., 2017. "A single-period stocking and pricing problem involving stochastic emergency supply," International Journal of Production Economics, Elsevier, vol. 185(C), pages 180-195.
    54. Lau, Hon-Shiang & Zhao, Long-Geng, 1993. "Optimal ordering policies with two suppliers when lead times and demands are all stochastic," European Journal of Operational Research, Elsevier, vol. 68(1), pages 120-133, July.
    55. Beutel, Anna-Lena & Minner, Stefan, 2012. "Safety stock planning under causal demand forecasting," International Journal of Production Economics, Elsevier, vol. 140(2), pages 637-645.
    56. Inderfurth, Karl & Kelle, Peter & Kleber, Rainer, 2013. "Dual sourcing using capacity reservation and spot market: Optimal procurement policy and heuristic parameter determination," European Journal of Operational Research, Elsevier, vol. 225(2), pages 298-309.
    57. Erjie Ang & Dan A. Iancu & Robert Swinney, 2017. "Disruption Risk and Optimal Sourcing in Multitier Supply Networks," Management Science, INFORMS, vol. 63(8), pages 2397-2419, August.
    58. Rosič, Heidrun & Jammernegg, Werner, 2013. "The economic and environmental performance of dual sourcing: A newsvendor approach," International Journal of Production Economics, Elsevier, vol. 143(1), pages 109-119.
    59. John A. Muckstadt & L. Joseph Thomas, 1980. "Are Multi-Echelon Inventory Methods Worth Implementing in Systems with Low-Demand-Rate Items?," Management Science, INFORMS, vol. 26(5), pages 483-494, May.
    60. Hu, Xiangling & Motwani, Jaideep G., 2014. "Minimizing downside risks for global sourcing under price-sensitive stochastic demand, exchange rate uncertainties, and supplier capacity constraints," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 398-409.
    61. Hlioui, Rached & Gharbi, Ali & Hajji, Adnène, 2017. "Joint supplier selection, production and replenishment of an unreliable manufacturing-oriented supply chain," International Journal of Production Economics, Elsevier, vol. 187(C), pages 53-67.
    62. Scheller-Wolf, Alan & Tayur, Sridhar, 2009. "Risk sharing in supply chains using order bands--Analytical results and managerial insights," International Journal of Production Economics, Elsevier, vol. 121(2), pages 715-727, October.
    63. Engebrethsen, Erna & Dauzère-Pérès, Stéphane, 2019. "Transportation mode selection in inventory models: A literature review," European Journal of Operational Research, Elsevier, vol. 279(1), pages 1-25.
    64. DeYong, Gregory D. & Cattani, Kyle D., 2012. "Well adjusted: Using expediting and cancelation to manage store replenishment inventory for a seasonal good," European Journal of Operational Research, Elsevier, vol. 220(1), pages 93-105.
    65. Robert Swinney, 2011. "Selling to Strategic Consumers When Product Value Is Uncertain: The Value of Matching Supply and Demand," Management Science, INFORMS, vol. 57(10), pages 1737-1751, October.
    66. Kamran Moinzadeh & Steven Nahmias, 1988. "A Continuous Review Model for an Inventory System with Two Supply Modes," Management Science, INFORMS, vol. 34(6), pages 761-773, June.
    67. Senthil Veeraraghavan & Alan Scheller-Wolf, 2008. "Now or Later: A Simple Policy for Effective Dual Sourcing in Capacitated Systems," Operations Research, INFORMS, vol. 56(4), pages 850-864, August.
    68. Kamran Moinzadeh & Charles P. Schmidt, 1991. "An (S − 1, S) Inventory System with Emergency Orders," Operations Research, INFORMS, vol. 39(2), pages 308-321, April.
    69. Burke, Gerard J. & Carrillo, Janice E. & Vakharia, Asoo J., 2007. "Single versus multiple supplier sourcing strategies," European Journal of Operational Research, Elsevier, vol. 182(1), pages 95-112, October.
    70. Niloy J. Mukherjee & Subhash C. Sarin, 2018. "Comparison of single sourcing (with lot streaming) and dual-sourcing," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(11), pages 1701-1710, November.
    71. Govindan, Kannan & Soleimani, Hamed & Kannan, Devika, 2015. "Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future," European Journal of Operational Research, Elsevier, vol. 240(3), pages 603-626.
    72. Kelle, P. & Silver, E. A., 1990. "Decreasing expected shortages through order splitting," Engineering Costs and Production Economics, Elsevier, vol. 19(1-3), pages 351-357, May.
    73. Burcu Tan & Qi Feng & Wen Chen, 2016. "Dual Sourcing Under Random Supply Capacities: The Role of the Slow Supplier," Production and Operations Management, Production and Operations Management Society, vol. 25(7), pages 1232-1244, July.
    74. Höller, Simon J. & Özsen, Raik & Thonemann, Ulrich W., 2020. "Determining optimal parameters for expediting policies under service level constraints," European Journal of Operational Research, Elsevier, vol. 281(2), pages 274-285.
    75. E. W. Barankin, 1961. "A delivery‐lag inventory model with an emergency provision (the single‐period case)," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 8(3), pages 285-311, September.
    76. Tong Wang & Atalay Atasu & Mümin Kurtuluş, 2012. "A Multiordering Newsvendor Model with Dynamic Forecast Evolution," Manufacturing & Service Operations Management, INFORMS, vol. 14(3), pages 472-484, July.
    77. van Wingerden, E. & Tan, T. & Van Houtum, G.J., 2019. "The impact of an emergency warehouse in a two-echelon spare parts network," European Journal of Operational Research, Elsevier, vol. 276(3), pages 983-997.
    78. Chiang, Chi & Gutierrez, Genaro J., 1996. "A periodic review inventory system with two supply modes," European Journal of Operational Research, Elsevier, vol. 94(3), pages 527-547, November.
    79. Osman, Hany & Demirli, Kudret, 2012. "Integrated safety stock optimization for multiple sourced stockpoints facing variable demand and lead time," International Journal of Production Economics, Elsevier, vol. 135(1), pages 299-307.
    80. Konur, Dinçer & Campbell, James F. & Monfared, Sepideh A., 2017. "Economic and environmental considerations in a stochastic inventory control model with order splitting under different delivery schedules among suppliers," Omega, Elsevier, vol. 71(C), pages 46-65.
    81. Preetam Basu & Soumita Ghosh & Milan Kumar, 2019. "Supplier ratings and dynamic sourcing strategies to mitigate supply disruption risks," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 46(1), pages 41-57, March.
    82. Yun Zhou & Lei Zhao & Xiaobo Zhao & Jianhua Jiang, 2011. "A supplier selection and order allocation problem with stochastic demands," International Journal of Systems Science, Taylor & Francis Journals, vol. 42(8), pages 1323-1338.
    83. Rieksts, Brian Q. & Ventura, Jose A., 2008. "Optimal inventory policies with two modes of freight transportation," European Journal of Operational Research, Elsevier, vol. 186(2), pages 576-585, April.
    84. Hu, Xiangling & Su, Ping, 2018. "The newsvendor's joint procurement and pricing problem under price-sensitive stochastic demand and purchase price uncertainty," Omega, Elsevier, vol. 79(C), pages 81-90.
    85. Li, Xiang & Li, Yongjian & Cai, Xiaoqiang, 2011. "On a multi-period supply chain system with supplementary order opportunity," European Journal of Operational Research, Elsevier, vol. 209(3), pages 273-284, March.
    86. Sudhindra Seshadri & Kalyan Chatterjee & Gary L. Lilien, 1991. "Multiple Source Procurement Competitions," Marketing Science, INFORMS, vol. 10(3), pages 246-263.
    87. Woerner, Stefan & Laumanns, Marco & Zenklusen, Rico & Fertis, Apostolos, 2015. "Approximate dynamic programming for stochastic linear control problems on compact state spaces," European Journal of Operational Research, Elsevier, vol. 241(1), pages 85-98.
    88. Johansen, Søren Glud, 2019. "Emergency orders in the periodic-review inventory system with fixed ordering costs and stochastic lead times for normal orders," International Journal of Production Economics, Elsevier, vol. 209(C), pages 205-214.
    89. Zhu, Stuart X., 2012. "Joint pricing and inventory replenishment decisions with returns and expediting," European Journal of Operational Research, Elsevier, vol. 216(1), pages 105-112.
    90. Kyungchul Park & Kyungsik Lee, 2016. "Distribution-robust single-period inventory control problem with multiple unreliable suppliers," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(4), pages 949-966, October.
    91. Taebok Kim & Suresh Kumar Goyal, 2009. "A consolidated delivery policy of multiple suppliers for a single buyer," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 2(3), pages 267-287.
    92. Cheaitou, Ali & van Delft, Christian, 2013. "Finite horizon stochastic inventory problem with dual sourcing: Near myopic and heuristics bounds," International Journal of Production Economics, Elsevier, vol. 143(2), pages 371-378.
    93. Eric Logan Huggins & Tava Lennon Olsen, 2010. "Inventory Control with Generalized Expediting," Operations Research, INFORMS, vol. 58(5), pages 1414-1426, October.
    94. Karina Copil & Martin Wörbelauer & Herbert Meyr & Horst Tempelmeier, 2017. "Simultaneous lotsizing and scheduling problems: a classification and review of models," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(1), pages 1-64, January.
    95. Glock, C. H., 2012. "A comparison of alternative delivery structures in a dual sourcing environment," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57819, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    96. Pritee Ray & Mamata Jenamani, 2016. "Sourcing decision under disruption risk with supply and demand uncertainty: A newsvendor approach," Annals of Operations Research, Springer, vol. 237(1), pages 237-262, February.
    97. Qi Fu & Chung-Yee Lee & Chung-Piaw Teo, 2010. "Procurement management using option contracts: random spot price and the portfolio effect," IISE Transactions, Taylor & Francis Journals, vol. 42(11), pages 793-811.
    98. Tong Wang & Xiting Gong & Sean X. Zhou, 2017. "Dynamic Inventory Management with Total Minimum Order Commitments and Two Supply Options," Operations Research, INFORMS, vol. 65(5), pages 1285-1302, October.
    99. Ülkü Gürler & Mahmut Parlar, 1997. "An Inventory Problem with Two Randomly Available Suppliers," Operations Research, INFORMS, vol. 45(6), pages 904-918, December.
    100. Ng, C. T. & Li, Leon Y. O. & Chakhlevitch, K., 2001. "Coordinated replenishments with alternative supply sources in two-level supply chains," International Journal of Production Economics, Elsevier, vol. 73(3), pages 227-240, October.
    101. Sedarage, Dayani & Fujiwara, Okitsugu & Trung Luong, Huynh, 1999. "Determining optimal order splitting and reorder level for N-supplier inventory systems," European Journal of Operational Research, Elsevier, vol. 116(2), pages 389-404, July.
    102. Xiang Li, 2017. "Optimal procurement strategies from suppliers with random yield and all-or-nothing risks," Annals of Operations Research, Springer, vol. 257(1), pages 167-181, October.
    103. Gökçe Palak & Sandra Duni Ekşioğlu & Joseph Geunes, 2018. "Heuristic algorithms for inventory replenishment with perishable products and multiple transportation modes," IISE Transactions, Taylor & Francis Journals, vol. 50(4), pages 345-365, April.
    104. Johansen, Søren Glud & Thorstenson, Anders, 2014. "Emergency orders in the periodic-review inventory system with fixed ordering costs and compound Poisson demand," International Journal of Production Economics, Elsevier, vol. 157(C), pages 147-157.
    105. Chen, Xu & Wang, Xiaojun, 2016. "Effects of carbon emission reduction policies on transportation mode selections with stochastic demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 196-205.
    106. Jing-Sheng Song & Li Xiao & Hanqin Zhang & Paul Zipkin, 2017. "Optimal Policies for a Dual-Sourcing Inventory Problem with Endogenous Stochastic Lead Times," Operations Research, INFORMS, vol. 65(2), pages 379-395, April.
    107. Song, Dong-Ping & Dong, Jing-Xin & Xu, Jingjing, 2014. "Integrated inventory management and supplier base reduction in a supply chain with multiple uncertainties," European Journal of Operational Research, Elsevier, vol. 232(3), pages 522-536.
    108. Zhang, Bin & Duan, Dongxia & Ma, Yurui, 2018. "Multi-product expedited ordering with demand forecast updates," International Journal of Production Economics, Elsevier, vol. 206(C), pages 196-208.
    109. Serel, Dogan A. & Dada, Maqbool & Moskowitz, Herbert, 2001. "Sourcing decisions with capacity reservation contracts," European Journal of Operational Research, Elsevier, vol. 131(3), pages 635-648, June.
    110. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    111. Cheaitou, Ali & van Delft, Christian & Jemai, Zied & Dallery, Yves, 2014. "Optimal policy structure characterization for a two-period dual-sourcing inventory control model with forecast updating," International Journal of Production Economics, Elsevier, vol. 157(C), pages 238-249.
    112. Arts, Joachim, 2017. "A multi-item approach to repairable stocking and expediting in a fluctuating demand environment," European Journal of Operational Research, Elsevier, vol. 256(1), pages 102-115.
    113. Roni, Mohammad S. & Eksioglu, Sandra D. & Jin, Mingzhou & Mamun, Saleh, 2016. "A hybrid inventory policy with split delivery under regular and surge demand," International Journal of Production Economics, Elsevier, vol. 172(C), pages 126-136.
    114. Donald Gross & A. Soriano, 1972. "On the economic application of airlift to product distribution and its impact on inventory levels," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 19(3), pages 501-507, September.
    115. Minner, Stefan, 2003. "Multiple-supplier inventory models in supply chain management: A review," International Journal of Production Economics, Elsevier, vol. 81(1), pages 265-279, January.
    116. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    117. Anupam Keshari & Nishikant Mishra & Nagesh Shukla & Steve McGuire & Sangeeta Khorana, 2018. "Multiple order-up-to policy for mitigating bullwhip effect in supply chain network," Annals of Operations Research, Springer, vol. 269(1), pages 361-386, October.
    118. Q. Feng & G. Gallego & S. P. Sethi & H. Yan & H. Zhang, 2005. "Periodic-Review Inventory Model with Three Consecutive Delivery Modes and Forecast Updates," Journal of Optimization Theory and Applications, Springer, vol. 124(1), pages 137-155, January.
    119. Serel, Doğan A., 2015. "Production and pricing policies in dual sourcing supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 76(C), pages 1-12.
    120. Gad Allon & Jan A. Van Mieghem, 2010. "Global Dual Sourcing: Tailored Base-Surge Allocation to Near- and Offshore Production," Management Science, INFORMS, vol. 56(1), pages 110-124, January.
    121. Eric Logan Huggins & Tava Lennon Olsen, 2003. "Supply Chain Management with Guaranteed Delivery," Management Science, INFORMS, vol. 49(9), pages 1154-1167, September.
    122. Basu, Arnab & Jain, Tarun & Hazra, Jishnu, 2018. "Supplier selection under production learning and process improvements," International Journal of Production Economics, Elsevier, vol. 204(C), pages 411-420.
    123. Arda, Yasemin & Hennet, Jean-Claude, 2006. "Inventory control in a multi-supplier system," International Journal of Production Economics, Elsevier, vol. 104(2), pages 249-259, December.
    124. Zhu, Stuart X., 2015. "Analysis of dual sourcing strategies under supply disruptions," International Journal of Production Economics, Elsevier, vol. 170(PA), pages 191-203.
    125. Brian Tomlin, 2009. "Impact of Supply Learning When Suppliers Are Unreliable," Manufacturing & Service Operations Management, INFORMS, vol. 11(2), pages 192-209, August.
    126. Ravi Anupindi & Ram Akella, 1993. "Diversification Under Supply Uncertainty," Management Science, INFORMS, vol. 39(8), pages 944-963, August.
    127. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    128. Stephen G. Allen & Donato A. D'Esopo, 1968. "An Ordering Policy for Repairable Stock Items," Operations Research, INFORMS, vol. 16(3), pages 669-674, June.
    129. Xu, He & Shi, Ning & Ma, Shi-hua & Lai, Kin Keung, 2010. "Contracting with an urgent supplier under cost information asymmetry," European Journal of Operational Research, Elsevier, vol. 206(2), pages 374-383, October.
    130. Thomas, Douglas J. & Tyworth, John E., 2006. "Pooling lead-time risk by order splitting: A critical review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(4), pages 245-257, July.
    131. Glock, C. H., 2011. "A multiple-vendor single-buyer integrated inventory model with a variable number of vendors," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57821, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    132. Fabian J. Sting & Arnd Huchzermeier, 2012. "Dual sourcing: Responsive hedging against correlated supply and demand uncertainty," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(1), pages 69-89, February.
    133. Qi, Lian & Lee, Kangbok, 2015. "Supply chain risk mitigations with expedited shipping," Omega, Elsevier, vol. 57(PA), pages 98-113.
    134. Bradley, James R., 2005. "Optimal control of a dual service rate M/M/1 production-inventory model," European Journal of Operational Research, Elsevier, vol. 161(3), pages 812-837, March.
    135. Budde, Maximilian & Minner, Stefan, 2014. "First- and second-price sealed-bid auctions applied to push and pull supply contracts," European Journal of Operational Research, Elsevier, vol. 237(1), pages 370-382.
    136. Suresh P. Sethi & Houmin Yan & Hanqin Zhang, 2003. "Inventory Models with Fixed Costs, Forecast Updates, and Two Delivery Modes," Operations Research, INFORMS, vol. 51(2), pages 321-328, April.
    137. Youhua (Frank) Chen & Ye Lu & Minghui Xu, 2012. "Optimal inventory control policy for periodic‐review inventory systems with inventory‐level‐dependent demand," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(6), pages 430-440, September.
    138. Deming Zhou & Lawrence C. Leung & William P. Pierskalla, 2011. "Inventory Management of Platelets in Hospitals: Optimal Inventory Policy for Perishable Products with Regular and Optional Expedited Replenishments," Manufacturing & Service Operations Management, INFORMS, vol. 13(4), pages 420-438, October.
    139. Joachim Arts & Marcel van Vuuren & Gudrun Kiesmüller, 2011. "Efficient optimization of the dual-index policy using Markov chains," IISE Transactions, Taylor & Francis Journals, vol. 43(8), pages 604-620.
    140. Chi Chiang & W. C. Benton, 1994. "Sole sourcing versus dual sourcing under stochastic demands and lead times," Naval Research Logistics (NRL), John Wiley & Sons, vol. 41(5), pages 609-624, August.
    141. David G. Lawson & Evan L. Porteus, 2000. "Multistage Inventory Management with Expediting," Operations Research, INFORMS, vol. 48(6), pages 878-893, December.
    142. Dong, Chuanwen & Transchel, Sandra & Hoberg, Kai, 2018. "An inventory control model for modal split transport: A tailored base-surge approach," European Journal of Operational Research, Elsevier, vol. 264(1), pages 89-105.
    143. Johansen, Soren Glud & Thorstenson, Anders, 1998. "An inventory model with Poisson demands and emergency orders," International Journal of Production Economics, Elsevier, vol. 56(1), pages 275-289, September.
    144. Chen, Junlin & Zhao, Xiaobo & Zhou, Yun, 2012. "A periodic-review inventory system with a capacitated backup supplier for mitigating supply disruptions," European Journal of Operational Research, Elsevier, vol. 219(2), pages 312-323.
    145. Huang, Shuo & Axsäter, Sven & Dou, Yifan & Chen, Jian, 2011. "A real-time decision rule for an inventory system with committed service time and emergency orders," European Journal of Operational Research, Elsevier, vol. 215(1), pages 70-79, November.
    146. Christian Howard & Johan Marklund & Tarkan Tan & Ingrid Reijnen, 2015. "Inventory Control in a Spare Parts Distribution System with Emergency Stocks and Pipeline Information," Manufacturing & Service Operations Management, INFORMS, vol. 17(2), pages 142-156, May.
    147. Zahraei, Seyed Mehdi & Teo, Chee-Chong, 2017. "Optimizing a supply network with production smoothing, freight expediting and safety stocks: An analysis of tactical trade-offs," European Journal of Operational Research, Elsevier, vol. 262(1), pages 75-88.
    148. Zied Jemai & Ali Cheaitou & Christian van Delft & Yves Dallery, 2014. "Optimal policy structure characterization for a two-period dual-sourcing inventory control model with forecast updating," Post-Print hal-01672389, HAL.
    149. Karl Inderfurth & Peter Kelle & Rainer Kleber, 2018. "Inventory control in dual sourcing commodity procurement with price correlation," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 26(1), pages 93-119, March.
    150. Linwei Xin & David A. Goldberg, 2018. "Asymptotic Optimality of Tailored Base-Surge Policies in Dual-Sourcing Inventory Systems," Management Science, INFORMS, vol. 64(1), pages 437-452, January.
    151. Jian Yang & Xiangtong Qi & Yusen Xia, 2005. "A Production-Inventory System with Markovian Capacity and Outsourcing Option," Operations Research, INFORMS, vol. 53(2), pages 328-349, April.
    152. Bertazzi, Luca & Mogre, Riccardo, 2018. "Dynamic expediting of an urgent order with uncertain progress," European Journal of Operational Research, Elsevier, vol. 267(1), pages 78-85.
    153. Serel, Dogan A., 2008. "Inventory and pricing decisions in a single-period problem involving risky supply," International Journal of Production Economics, Elsevier, vol. 116(1), pages 115-128, November.
    154. Ranga V. Ramasesh & J. Keith Ord & Jack C. Hayya, 1993. "Note: Dual sourcing with nonidentical suppliers," Naval Research Logistics (NRL), John Wiley & Sons, vol. 40(2), pages 279-288, March.
    155. Qi, Lian, 2013. "A continuous-review inventory model with random disruptions at the primary supplier," European Journal of Operational Research, Elsevier, vol. 225(1), pages 59-74.
    156. Sean X. Zhou & Xiuli Chao, 2010. "Newsvendor bounds and heuristics for serial supply chains with regular and expedited shipping," Naval Research Logistics (NRL), John Wiley & Sons, vol. 57(1), pages 71-87, February.
    157. Freeman, Nickolas & Mittenthal, John & Keskin, Burcu & Melouk, Sharif, 2018. "Sourcing strategies for a capacitated firm subject to supply and demand uncertainty," Omega, Elsevier, vol. 77(C), pages 127-142.
    158. Kamran Moinzadeh & Prabhu K. Aggarwal, 1997. "An Information Based Multiechelon Inventory System with Emergency Orders," Operations Research, INFORMS, vol. 45(5), pages 694-701, October.
    159. Janssen, Fred & de Kok, Ton, 1999. "A two-supplier inventory model," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 395-403, March.
    160. Gérard P. Cachon & Fuqiang Zhang, 2007. "Obtaining Fast Service in a Queueing System via Performance-Based Allocation of Demand," Management Science, INFORMS, vol. 53(3), pages 408-420, March.
    161. Jing-Sheng Song & Paul Zipkin, 2009. "Inventories with Multiple Supply Sources and Networks of Queues with Overflow Bypasses," Management Science, INFORMS, vol. 55(3), pages 362-372, March.
    162. Ghodsypour, S. H. & O'Brien, C., 2001. "The total cost of logistics in supplier selection, under conditions of multiple sourcing, multiple criteria and capacity constraint," International Journal of Production Economics, Elsevier, vol. 73(1), pages 15-27, August.
    163. Kelle, Peter & Miller, Pam Anders, 2001. "Stockout risk and order splitting," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 407-415, May.
    164. Gallego, Guillermo & Jin, Yue & Muriel, Ana & Zhang, Ge & Yildiz, V. Taylan, 2007. "Optimal ordering policies with convertible lead times," European Journal of Operational Research, Elsevier, vol. 176(2), pages 892-910, January.
    165. Bo He & He Huang & Kaifu Yuan, 2016. "Managing supply disruption through procurement strategy and price competition," International Journal of Production Research, Taylor & Francis Journals, vol. 54(7), pages 1980-1999, April.
    166. Chiang, Chi, 2001. "Order splitting under periodic review inventory systems," International Journal of Production Economics, Elsevier, vol. 70(1), pages 67-76, March.
    167. Choi, Tsan-Ming & Sethi, Suresh, 2010. "Innovative quick response programs: A review," International Journal of Production Economics, Elsevier, vol. 127(1), pages 1-12, September.
    168. Anshul Sheopuri & Ganesh Janakiraman & Sridhar Seshadri, 2010. "New Policies for the Stochastic Inventory Control Problem with Two Supply Sources," Operations Research, INFORMS, vol. 58(3), pages 734-745, June.
    169. Giri, B.C., 2011. "Managing inventory with two suppliers under yield uncertainty and risk aversion," International Journal of Production Economics, Elsevier, vol. 133(1), pages 80-85, September.
    170. Klosterhalfen, Steffen & Kiesmüller, Gudrun & Minner, Stefan, 2011. "A comparison of the constant-order and dual-index policy for dual sourcing," International Journal of Production Economics, Elsevier, vol. 133(1), pages 302-311, September.
    171. Maqbool Dada & Nicholas C. Petruzzi & Leroy B. Schwarz, 2007. "A Newsvendor's Procurement Problem when Suppliers Are Unreliable," Manufacturing & Service Operations Management, INFORMS, vol. 9(1), pages 9-32, August.
    172. Mahmut Parlar & David Perry, 1996. "Inventory models of future supply uncertainty with single and multiple suppliers," Naval Research Logistics (NRL), John Wiley & Sons, vol. 43(2), pages 191-210, March.
    173. Hong, Jae-Dong & Hayya, Jack C., 1992. "Just-In-Time purchasing: Single or multiple sourcing?," International Journal of Production Economics, Elsevier, vol. 27(2), pages 175-181, May.
    174. C Chiang, 2002. "Ordering policies for inventory systems with expediting," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(11), pages 1291-1295, November.
    175. Clemons, Rebecca & Slotnick, Susan A., 2016. "The effect of supply-chain disruption, quality and knowledge transfer on firm strategy," International Journal of Production Economics, Elsevier, vol. 178(C), pages 169-186.
    176. Sunil Chopra & Gilles Reinhardt & Usha Mohan, 2007. "The importance of decoupling recurrent and disruption risks in a supply chain," Naval Research Logistics (NRL), John Wiley & Sons, vol. 54(5), pages 544-555, August.
    177. Qiushi Chen & Lei Zhao & Jan C. Fransoo & Zhe Li, 2019. "Dual-mode inventory management under a chance credit constraint," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(1), pages 147-178, March.
    178. Ju, Wanrong & Gabor, Adriana F. & van Ommeren, J.C.W., 2015. "An approximate policy for a dual-sourcing inventory model with positive lead times and binomial yield," European Journal of Operational Research, Elsevier, vol. 244(2), pages 490-497.
    179. Yimin Wang & Wendell Gilland & Brian Tomlin, 2010. "Mitigating Supply Risk: Dual Sourcing or Process Improvement?," Manufacturing & Service Operations Management, INFORMS, vol. 12(3), pages 489-510, September.
    180. Wenbo Chen & Huixiao Yang, 2019. "A heuristic based on quadratic approximation for dual sourcing problem with general lead times and supply capacity uncertainty," IISE Transactions, Taylor & Francis Journals, vol. 51(9), pages 943-956, September.
    181. Mori, Masakatsu & Kobayashi, Ryoji & Samejima, Masaki & Komoda, Norihisa, 2017. "Risk-cost optimization for procurement planning in multi-tier supply chain by Pareto Local Search with relaxed acceptance criterion," European Journal of Operational Research, Elsevier, vol. 261(1), pages 88-96.
    182. Mohammadivojdan, Roshanak & Geunes, Joseph, 2018. "The newsvendor problem with capacitated suppliers and quantity discounts," European Journal of Operational Research, Elsevier, vol. 271(1), pages 109-119.
    183. Bin Hu & Dimitris Kostamis, 2015. "Managing Supply Disruptions when Sourcing from Reliable and Unreliable Suppliers," Production and Operations Management, Production and Operations Management Society, vol. 24(5), pages 808-820, May.
    184. Chiang, Chi, 2007. "Optimal control policy for a standing order inventory system," European Journal of Operational Research, Elsevier, vol. 182(2), pages 695-703, October.
    185. Chen Peng & Feryal Erhun & Erik F. Hertzler & Karl G. Kempf, 2012. "Capacity Planning in the Semiconductor Industry: Dual-Mode Procurement with Options," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 170-185, April.
    186. Jain, Tarun & Hazra, Jishnu, 2017. "Dual sourcing under suppliers' capacity investments," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 103-115.
    187. Lu, Mengshi & Huang, Simin & Shen, Zuo-Jun Max, 2011. "Product substitution and dual sourcing under random supply failures," Transportation Research Part B: Methodological, Elsevier, vol. 45(8), pages 1251-1265, September.
    188. Ganeshan, Ram, 1999. "Managing supply chain inventories: A multiple retailer, one warehouse, multiple supplier model," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 341-354, March.
    189. Ke Fu & Vernon Ning Hsu & Chung-Yee Lee, 2006. "Inventory and Production Decisions for an Assemble-to-Order System with Uncertain Demand and Limited Assembly Capacity," Operations Research, INFORMS, vol. 54(6), pages 1137-1150, December.
    190. Fong, Duncan K. H. & Gempesaw, Virginia M. & Keith Ord, J., 2000. "Analysis of a dual sourcing inventory model with normal unit demand and Erlang mixture lead times," European Journal of Operational Research, Elsevier, vol. 120(1), pages 97-107, January.
    191. Arıkan, Emel & Fichtinger, Johannes & Ries, Jörg M., 2014. "Impact of transportation lead-time variability on the economic and environmental performance of inventory systems," International Journal of Production Economics, Elsevier, vol. 157(C), pages 279-288.
    192. Duran, Alfonso & Gutierrez, Gil & Zequeira, Romulo I., 2004. "A continuous review inventory model with order expediting," International Journal of Production Economics, Elsevier, vol. 87(2), pages 157-169, January.
    193. Aditya Jain & Harry Groenevelt & Nils Rudi, 2011. "Periodic review inventory management with contingent use of two freight modes with fixed costs," Naval Research Logistics (NRL), John Wiley & Sons, vol. 58(4), pages 400-409, June.
    194. Amorim, Pedro & Curcio, Eduardo & Almada-Lobo, Bernardo & Barbosa-Póvoa, Ana P.F.D. & Grossmann, Ignacio E., 2016. "Supplier selection in the processed food industry under uncertainty," European Journal of Operational Research, Elsevier, vol. 252(3), pages 801-814.
    195. Lawrence V. Snyder & Zümbül Atan & Peng Peng & Ying Rong & Amanda J. Schmitt & Burcu Sinsoysal, 2016. "OR/MS models for supply chain disruptions: a review," IISE Transactions, Taylor & Francis Journals, vol. 48(2), pages 89-109, February.
    196. Arıkan, Emel & Jammernegg, Werner, 2014. "The single period inventory model under dual sourcing and product carbon footprint constraint," International Journal of Production Economics, Elsevier, vol. 157(C), pages 15-23.
    197. Arikan, E. & Fichtinger, J. & Ries, J. M., 2014. "Impact of transportation lead-time variability on the economic and environmental performance of inventory systems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 63386, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    198. Soroush Saghafian & Mark Van Oyen, 2012. "The value of flexible backup suppliers and disruption risk information: newsvendor analysis with recourse," IISE Transactions, Taylor & Francis Journals, vol. 44(10), pages 834-867.
    199. Ganesh Janakiraman & Sridhar Seshadri, 2017. "Dual Sourcing Inventory Systems: On Optimal Policies and the Value of Costless Returns," Production and Operations Management, Production and Operations Management Society, vol. 26(2), pages 203-210, February.
    200. James R. Bradley, 2004. "A Brownian Approximation of a Production-Inventory System with a Manufacturer That Subcontracts," Operations Research, INFORMS, vol. 52(5), pages 765-784, October.
    201. Bin Shen & Tsan-Ming Choi & Stefan Minner, 2019. "A review on supply chain contracting with information considerations: information updating and information asymmetry," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4898-4936, August.
    202. Pritee Ray & Mamata Jenamani, 2016. "Sourcing decision under disruption risk with supply and demand uncertainty: A newsvendor approach," Annals of Operations Research, Springer, vol. 237(1), pages 237-262, February.
    203. Bylka, Stanislaw, 2005. "Turnpike policies for periodic review inventory model with emergency orders," International Journal of Production Economics, Elsevier, vol. 93(1), pages 357-373, January.
    204. Edward J. Fox & Richard Metters & John Semple, 2006. "Optimal Inventory Policy with Two Suppliers," Operations Research, INFORMS, vol. 54(2), pages 389-393, April.
    205. Ganeshan, Ram & Tyworth, John E. & Guo, Yuanming, 1999. "Dual sourced supply chains: the discount supplier option," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 35(1), pages 11-23, March.
    206. Qi Feng & Suresh P. Sethi & Houmin Yan & Hanqin Zhang, 2006. "Are Base-Stock Policies Optimal in Inventory Problems with Multiple Delivery Modes?," Operations Research, INFORMS, vol. 54(4), pages 801-807, August.
    207. Mendoza, Abraham & Ventura, José A., 2010. "A serial inventory system with supplier selection and order quantity allocation," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1304-1315, December.
    208. Jian Li & Suresh Chand & Maqbool Dada & Shailendra Mehta, 2009. "Managing Inventory Over a Short Season: Models with Two Procurement Opportunities," Manufacturing & Service Operations Management, INFORMS, vol. 11(1), pages 174-184, April.
    209. Absi, Nabil & Dauzère-Pérès, Stéphane & Kedad-Sidhoum, Safia & Penz, Bernard & Rapine, Christophe, 2013. "Lot sizing with carbon emission constraints," European Journal of Operational Research, Elsevier, vol. 227(1), pages 55-61.
    210. Abdullah Dasci & Kemal Guler, 2019. "Dynamic Strategic Procurement from Capacitated Suppliers," Production and Operations Management, Production and Operations Management Society, vol. 28(4), pages 990-1009, April.
    211. Robert N. Boute & Jan A. Van Mieghem, 2015. "Global Dual Sourcing and Order Smoothing: The Impact of Capacity and Lead Times," Management Science, INFORMS, vol. 61(9), pages 2080-2099, September.
    212. Jakšič, M. & Fransoo, J.C., 2018. "Dual sourcing in the age of near-shoring: Trading off stochastic capacity limitations and long lead times," European Journal of Operational Research, Elsevier, vol. 267(1), pages 150-161.
    213. Ahiska, S. Sebnem & Appaji, Samyuktha R. & King, Russell E. & Warsing, Donald P., 2013. "A Markov decision process-based policy characterization approach for a stochastic inventory control problem with unreliable sourcing," International Journal of Production Economics, Elsevier, vol. 144(2), pages 485-496.
    214. Schmitt, Thomas G. & Kumar, Sanjay & Stecke, Kathryn E. & Glover, Fred W. & Ehlen, Mark A., 2017. "Mitigating disruptions in a multi-echelon supply chain using adaptive ordering," Omega, Elsevier, vol. 68(C), pages 185-198.
    215. Chand, Suresh & Li, Jian & Xu, Yanyi, 2016. "A periodic review inventory model with two delivery modes, fractional lead-times, and age-and-period-dependent backlogging costs," International Journal of Production Economics, Elsevier, vol. 173(C), pages 199-206.
    216. Li, Yanhai & Ou, Jinwen, 2020. "Optimal ordering policy for complementary components with partial backordering and emergency replenishment under spectral risk measure," European Journal of Operational Research, Elsevier, vol. 284(2), pages 538-549.
    217. Brian Tomlin & Yimin Wang, 2005. "On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks," Manufacturing & Service Operations Management, INFORMS, vol. 7(1), pages 37-57, June.
    218. Ali Cheaitou & Christian van Delft, 2013. "Finite horizon stochastic inventory problem with dual sourcing: Near myopic and heuristics bounds," Post-Print hal-00989433, HAL.
    219. Chiang, Chi, 2003. "Optimal replenishment for a periodic review inventory system with two supply modes," European Journal of Operational Research, Elsevier, vol. 149(1), pages 229-244, August.
    220. DeYong, Gregory D. & Cattani, Kyle D., 2018. "The unlimited newsvendor: A general solution to a class of two-period newsvendor problems," International Journal of Production Economics, Elsevier, vol. 201(C), pages 173-192.
    221. Silbermayr, Lena & Minner, Stefan, 2014. "A multiple sourcing inventory model under disruption risk," International Journal of Production Economics, Elsevier, vol. 149(C), pages 37-46.
    222. Awi Federgruen & Nan Yang, 2008. "Selecting a Portfolio of Suppliers Under Demand and Supply Risks," Operations Research, INFORMS, vol. 56(4), pages 916-936, August.
    223. Meir J. Rosenblatt & Yale T. Herer & Ilan Hefter, 1998. "Note. An Acquisition Policy for a Single Item Multi-Supplier System," Management Science, INFORMS, vol. 44(11-Part-2), pages 96-100, November.
    224. Ryu, Si Wook & Lee, Kyung Keun, 2003. "A stochastic inventory model of dual sourced supply chain with lead-time reduction," International Journal of Production Economics, Elsevier, vol. 81(1), pages 513-524, January.
    225. Topan, E. & van der Heijden, M.C., 2020. "Operational level planning of a multi-item two-echelon spare parts inventory system with reactive and proactive interventions," European Journal of Operational Research, Elsevier, vol. 284(1), pages 164-175.
    226. Johansson, Lina & Olsson, Fredrik, 2018. "Age-based inventory control in a multi-echelon system with emergency replenishments," European Journal of Operational Research, Elsevier, vol. 265(3), pages 951-961.
    227. Gordon P. Wright, 1968. "Optimal policies for a multi‐product inventory system with negotiable lead times," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 15(3), pages 375-401, September.
    228. Inderfurth, Karl & Kelle, Peter, 2011. "Capacity reservation under spot market price uncertainty," International Journal of Production Economics, Elsevier, vol. 133(1), pages 272-279, September.
    229. Peter Berling & Victor Martínez‐de‐Albéniz, 2016. "A characterization of optimal base‐stock levels for a multistage serial supply chain," Naval Research Logistics (NRL), John Wiley & Sons, vol. 63(1), pages 32-46, February.
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    2. Younes Hamdouch & Youssef Boulaksil & Kilani Ghoudi, 2023. "Dual sourcing inventory management with nonconsecutive lead times from a supply chain perspective: a numerical study," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 45(3), pages 1013-1041, September.
    3. Lucas Böttcher & Thomas Asikis & Ioannis Fragkos, 2023. "Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks," INFORMS Journal on Computing, INFORMS, vol. 35(6), pages 1308-1328, November.
    4. Barron, Yonit, 2022. "The continuous (S,s,Se) inventory model with dual sourcing and emergency orders," European Journal of Operational Research, Elsevier, vol. 301(1), pages 18-38.
    5. Deligiannis, Michalis & Liberopoulos, George & Benioudakis, Myron, 2023. "Dynamic supplier competition and cooperation for buyer loyalty on service," International Journal of Production Economics, Elsevier, vol. 255(C).
    6. Lydia Novoszel & Tina Wakolbinger, 2022. "Meta-analysis of Supply Chain Disruption Research," SN Operations Research Forum, Springer, vol. 3(1), pages 1-25, March.
    7. Xiong, Xing & Li, Yanzhi & Yang, Wenguo & Shen, Huaxiao, 2022. "Data-driven robust dual-sourcing inventory management under purchase price and demand uncertainties," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    8. Rozhkov, Maxim & Ivanov, Dmitry & Blackhurst, Jennifer & Nair, Anand, 2022. "Adapting supply chain operations in anticipation of and during the COVID-19 pandemic," Omega, Elsevier, vol. 110(C).
    9. Yanyi Xu & Doğan A. Serel & Arnab Bisi & Maqbool Dada, 2022. "Coping with Demand Uncertainty: The Interplay between Dual Sourcing and Endogenous Partial Backordering," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1560-1575, April.
    10. Komeyl Baghizadeh & Nafiseh Ebadi & Dominik Zimon & Luay Jum’a, 2022. "Using Four Metaheuristic Algorithms to Reduce Supplier Disruption Risk in a Mathematical Inventory Model for Supplying Spare Parts," Mathematics, MDPI, vol. 11(1), pages 1-19, December.
    11. Drent, Melvin & Moradi, Poulad & Arts, Joachim, 2023. "Efficient emission reduction through dynamic supply mode selection," European Journal of Operational Research, Elsevier, vol. 311(3), pages 925-941.
    12. Hekimoğlu, Mustafa & Scheller-Wolf, Alan, 2023. "Dual sourcing models with stock-out dependent substitution," European Journal of Operational Research, Elsevier, vol. 311(2), pages 472-485.
    13. Zheng, Meimei & Su, Zhiyun & Wang, Dong & Pan, Ershun, 2024. "Joint maintenance and spare part ordering from multiple suppliers for multicomponent systems using a deep reinforcement learning algorithm," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    14. Cassidey, Thomas B. & Freeman, Nickolas & Melouk, Sharif, 2022. "Leveraging concurrent sourcing for risk mitigation and pricing," Omega, Elsevier, vol. 113(C).
    15. Burgos, Diana & Ivanov, Dmitry, 2021. "Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).

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    3. Cheaitou, Ali & Cheaytou, Rima, 2019. "A two-stage capacity reservation supply contract with risky supplier and forecast updating," International Journal of Production Economics, Elsevier, vol. 209(C), pages 42-60.
    4. Minner, Stefan, 2003. "Multiple-supplier inventory models in supply chain management: A review," International Journal of Production Economics, Elsevier, vol. 81(1), pages 265-279, January.
    5. Younes Hamdouch & Youssef Boulaksil & Kilani Ghoudi, 2023. "Dual sourcing inventory management with nonconsecutive lead times from a supply chain perspective: a numerical study," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 45(3), pages 1013-1041, September.
    6. Konur, Dinçer & Campbell, James F. & Monfared, Sepideh A., 2017. "Economic and environmental considerations in a stochastic inventory control model with order splitting under different delivery schedules among suppliers," Omega, Elsevier, vol. 71(C), pages 46-65.
    7. Chaolin Yang & Diyuan Huang & Chenyang Xu, 2022. "Multi-index base-stock policy for inventory systems with multiple capacitated suppliers," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 44(1), pages 155-177, March.
    8. Dong, Chuanwen & Transchel, Sandra, 2020. "A dual sourcing inventory model for modal split transport: Structural properties and optimal solution," European Journal of Operational Research, Elsevier, vol. 283(3), pages 883-900.
    9. Johansen, Søren Glud, 2019. "Emergency orders in the periodic-review inventory system with fixed ordering costs and stochastic lead times for normal orders," International Journal of Production Economics, Elsevier, vol. 209(C), pages 205-214.
    10. Bin Zhang & Zekai Lai & Qiangqiang Wang, 2021. "Multi-product dual sourcing problem with limited capacities," Operational Research, Springer, vol. 21(3), pages 2055-2075, September.
    11. Barron, Yonit, 2022. "The continuous (S,s,Se) inventory model with dual sourcing and emergency orders," European Journal of Operational Research, Elsevier, vol. 301(1), pages 18-38.
    12. Luo, Sha & Ahiska, S. Sebnem & Fang, Shu-Cherng & King, Russell E. & Warsing, Donald P. & Wu, Shuohao, 2021. "An analysis of optimal ordering policies for a two-supplier system with disruption risk," Omega, Elsevier, vol. 105(C).
    13. Tong Wang & Xiaoyue Yan & Chaolin Yang, 2021. "Managing a Hybrid RDC‐DC Inventory System," Production and Operations Management, Production and Operations Management Society, vol. 30(10), pages 3679-3697, October.
    14. Linwei Xin & David A. Goldberg, 2018. "Asymptotic Optimality of Tailored Base-Surge Policies in Dual-Sourcing Inventory Systems," Management Science, INFORMS, vol. 64(1), pages 437-452, January.
    15. Arts, Joachim & Kiesmüller, Gudrun P., 2013. "Analysis of a two-echelon inventory system with two supply modes," European Journal of Operational Research, Elsevier, vol. 225(2), pages 263-272.
    16. Drent, Melvin & Moradi, Poulad & Arts, Joachim, 2023. "Efficient emission reduction through dynamic supply mode selection," European Journal of Operational Research, Elsevier, vol. 311(3), pages 925-941.
    17. Jain, Tarun & Hazra, Jishnu, 2017. "Dual sourcing under suppliers' capacity investments," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 103-115.
    18. Raik Özsen & Ulrich W. Thonemann, 2015. "Determining Optimal Parameters for Expediting Policies," Manufacturing & Service Operations Management, INFORMS, vol. 17(1), pages 120-133, February.
    19. Cheaitou, Ali & van Delft, Christian, 2013. "Finite horizon stochastic inventory problem with dual sourcing: Near myopic and heuristics bounds," International Journal of Production Economics, Elsevier, vol. 143(2), pages 371-378.
    20. Sean X. Zhou & Chaolin Yang, 2016. "Continuous-Review ( R, nQ ) Policies for Inventory Systems with Dual Delivery Modes," Operations Research, INFORMS, vol. 64(6), pages 1302-1319, December.

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