IDEAS home Printed from https://ideas.repec.org/a/eee/oprepe/v14y2025ics2214716025000090.html

Simplicity or flexibility? Dual sourcing in multi-echelon systems under disruption

Author

Listed:
  • Hamdan, Sadeque
  • Boulaksil, Youssef
  • Ghoudi, Kilani
  • Hamdouch, Younes

Abstract

Disruptive events like the COVID-19 pandemic have exposed supply chain vulnerabilities. This study focuses on dual sourcing as a resilient strategy and examines a stochastic, single-item, multi-echelon, multi-period, dual sourcing inventory system under backorders. In each echelon, the decision-maker faces a dual-sourcing situation wherein the item can be replenished from a slow regular supplier or a more expensive and faster emergency supplier. We compare two inventory management policies: the Dual-Index Policy (DIP) and the Tailored Base-Surge (TBS) Policy, while also investigating how various factors influence policy effectiveness and the role of demand disruptions. Our findings indicate that the TBS policy generally relies more on upstream suppliers than the DIP. However, in scenarios of high demand uncertainty, upstream suppliers are seldom used. DIP is more effective for short networks facing sudden demand drops, whereas TBS excels when experiencing demand spikes.

Suggested Citation

  • Hamdan, Sadeque & Boulaksil, Youssef & Ghoudi, Kilani & Hamdouch, Younes, 2025. "Simplicity or flexibility? Dual sourcing in multi-echelon systems under disruption," Operations Research Perspectives, Elsevier, vol. 14(C).
  • Handle: RePEc:eee:oprepe:v:14:y:2025:i:c:s2214716025000090
    DOI: 10.1016/j.orp.2025.100333
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214716025000090
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.orp.2025.100333?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Zhao, Tianyi & Xu, Xiaoping & Chen, Ya & Liang, Liang & Yu, Yugang & Wang, Ke, 2020. "Coordination of a fashion supply chain with demand disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
    3. 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.
    4. 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.
    5. Khakbaz, Amir & Alfares, Hesham K. & Amirteimoori, Arash & Tirkolaee, Erfan Babaee, 2024. "A novel cross-docking EOQ-based model to optimize a multi-item multi-supplier multi-retailer inventory management system," LSE Research Online Documents on Economics 121643, London School of Economics and Political Science, LSE Library.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Eric Logan Huggins & Tava Lennon Olsen, 2003. "Supply Chain Management with Guaranteed Delivery," Management Science, INFORMS, vol. 49(9), pages 1154-1167, September.
    11. Varun Gupta & Dmitry Ivanov, 2020. "Dual sourcing under supply disruption with risk-averse suppliers in the sharing economy," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 291-307, January.
    12. 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.
    13. Boulaksil, Youssef & Hamdouch, Younes & Ghoudi, Kilani & Fransoo, Jan C., 2021. "Comparing policies for the stochastic multi-period dual sourcing problem from a supply chain perspective," Other publications TiSEM 242598b9-99de-4a3c-a1a9-4, Tilburg University, School of Economics and Management.
    14. Axsater, Sven & Juntti, Lars, 1996. "Comparison of echelon stock and installation stock policies for two-level inventory systems," International Journal of Production Economics, Elsevier, vol. 45(1-3), pages 303-310, August.
    15. 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.
    16. Ganesh Janakiraman & Sridhar Seshadri & Anshul Sheopuri, 2015. "Analysis of Tailored Base-Surge Policies in Dual Sourcing Inventory Systems," Management Science, INFORMS, vol. 61(7), pages 1547-1561, July.
    17. Sven Axsäter & Kaj Rosling, 1993. "Notes: Installation vs. Echelon Stock Policies for Multilevel Inventory Control," Management Science, INFORMS, vol. 39(10), pages 1274-1280, October.
    18. Guilan Yan & Yi He, 2020. "Coordinating pricing and advertising in a two-period fashion supply chain," 4OR, Springer, vol. 18(4), pages 419-438, December.
    19. Yu, Haisheng & Zeng, Amy Z. & Zhao, Lindu, 2009. "Single or dual sourcing: decision-making in the presence of supply chain disruption risks," Omega, Elsevier, vol. 37(4), pages 788-800, August.
    20. 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.
    21. Francesco Bianchi & Sydney C. Ludvigson & Sai Ma, 2022. "Belief Distortions and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 112(7), pages 2269-2315, July.
    22. 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).
    23. Mohammed Hichame Benbitour & Evren Sahin & Yves Dallery, 2019. "The use of rush deliveries in periodic review assemble-to-order systems," Post-Print hal-01997380, HAL.
    24. 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.
    25. 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.
    26. Ping Su & Shuguang Liu, 2015. "Dual sourcing in managing operational and disruption risks in contract manufacturing," International Journal of Production Research, Taylor & Francis Journals, vol. 53(1), pages 291-306, January.
    27. Mahdi Mahmoudzadeh & Aadhaar Chaturvedi, 2024. "A Behavioral Model of Responsible Sourcing in Supply Chains: The Role of Dual-Sourcing Bias," Decision Analysis, INFORMS, vol. 21(4), pages 196-214, December.
    28. Melvin Drent & Joachim Arts, 2021. "Expediting in Two-Echelon Spare Parts Inventory Systems," Manufacturing & Service Operations Management, INFORMS, vol. 23(6), pages 1431-1448, November.
    29. Mehdi Firoozi & M. Zied Babai & Walid Klibi & Yves Ducq, 2020. "Distribution planning for multi-echelon networks considering multiple sourcing and lateral transshipments," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 1968-1986, April.
    30. Han Zhu & Youhua (Frank) Chen & Ming Hu & Yi Yang, 2021. "Technical Note–A Simple Heuristic Policy for Stochastic Distribution Inventory Systems with Fixed Shipment Costs," Operations Research, INFORMS, vol. 69(6), pages 1651-1659, November.
    31. 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.
    32. David G. Lawson & Evan L. Porteus, 2000. "Multistage Inventory Management with Expediting," Operations Research, INFORMS, vol. 48(6), pages 878-893, December.
    33. Dong, Binwei & Tang, Wansheng & Zhou, Chi & Ren, Yufei, 2021. "Is dual sourcing a better choice? The impact of reliability improvement and contract manufacturer encroachment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    34. Tulika Chakraborty & Satyaveer S. Chauhan & Mustapha Ouhimmou, 2020. "Mitigating supply disruption with a backup supplier under uncertain demand: competition vs. cooperation," International Journal of Production Research, Taylor & Francis Journals, vol. 58(12), pages 3618-3649, June.
    35. Jingwen Tang & Boxiao Chen & Cong Shi, 2024. "Online Learning for Dual-Index Policies in Dual-Sourcing Systems," Manufacturing & Service Operations Management, INFORMS, vol. 26(2), pages 758-774, March.
    36. Ghoudi, Kilani & Hamdouch, Younes & Boulaksil, Youssef & Hamdan, Sadeque, 2024. "Supply chain coordination in a dual sourcing system under the Tailored Base-Surge policy," European Journal of Operational Research, Elsevier, vol. 317(2), pages 533-549.
    37. 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.
    38. Yoichiro Fukuda, 1964. "Optimal Policies for the Inventory Problem with Negotiable Leadtime," Management Science, INFORMS, vol. 10(4), pages 690-708, July.
    39. Dimitris Bertsimas & Aurélie Thiele, 2006. "A Robust Optimization Approach to Inventory Theory," Operations Research, INFORMS, vol. 54(1), pages 150-168, February.
    40. 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.
    41. Chowdhury, Priyabrata & Paul, Sanjoy Kumar & Kaisar, Shahriar & Moktadir, Md. Abdul, 2021. "COVID-19 pandemic related supply chain studies: A systematic review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    42. Huang, He & Xu, Hongyan, 2015. "Dual sourcing and backup production: Coexistence versus exclusivity," Omega, Elsevier, vol. 57(PA), pages 22-33.
    43. Boulaksil, Youssef & Hamdouch, Younes & Ghoudi, Kilani & Fransoo, Jan C., 2021. "Comparing policies for the stochastic multi-period dual sourcing problem from a supply chain perspective," International Journal of Production Economics, Elsevier, vol. 232(C).
    44. Lücker, Florian & Seifert, Ralf W., 2017. "Building up Resilience in a Pharmaceutical Supply Chain through Inventory, Dual Sourcing and Agility Capacity," Omega, Elsevier, vol. 73(C), pages 114-124.
    45. Jiankun Sun & Jan A. Van Mieghem, 2019. "Robust Dual Sourcing Inventory Management: Optimality of Capped Dual Index Policies and Smoothing," Manufacturing & Service Operations Management, INFORMS, vol. 21(4), pages 912-931, October.
    46. Ivanov, Dmitry & Dolgui, Alexandre, 2021. "OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications," International Journal of Production Economics, Elsevier, vol. 232(C).
    47. Yee, Hannah & van Staden, Heletjé E. & Boute, Robert N., 2024. "Dual sourcing under non-stationary demand and partial observability," European Journal of Operational Research, Elsevier, vol. 314(1), pages 94-110.
    48. 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.
    49. Boulaksil, Youssef & Fransoo, Jan C., 2009. "Order release strategies to control outsourced operations in a supply chain," International Journal of Production Economics, Elsevier, vol. 119(1), pages 149-160, May.
    50. 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.
    51. 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.
    52. Youqiong Ai & Yifan Xu, 2021. "Strategic sourcing in forward and spot markets with reliable and unreliable suppliers," International Journal of Production Research, Taylor & Francis Journals, vol. 59(3), pages 926-941, February.
    53. 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.
    54. Baozhuang Niu & Jiawei Li & Jie Zhang & Hsing Kenneth Cheng & Yinliang (Ricky) Tan, 2019. "Strategic Analysis of Dual Sourcing and Dual Channel with an Unreliable Alternative Supplier," Production and Operations Management, Production and Operations Management Society, vol. 28(3), pages 570-587, March.
    55. 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.
    56. Dmitry Ivanov, 2017. "Simulation-based single vs. dual sourcing analysis in the supply chain with consideration of capacity disruptions, big data and demand patterns," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 11(1), pages 24-43.
    57. 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.
    58. 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.
    59. Xie, Chen & Wang, Liangquan & Yang, Chaolin, 2021. "Robust inventory management with multiple supply sources," European Journal of Operational Research, Elsevier, vol. 295(2), pages 463-474.
    60. Yanjun Wang & Yugang Yu, 2020. "Flexible strategies under supply disruption: the interplay between contingent sourcing and responsive pricing," International Journal of Production Research, Taylor & Francis Journals, vol. 58(16), pages 4829-4850, July.
    61. 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.
    62. 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.
    63. Varun Gupta & Bo He & Suresh P. Sethi, 2015. "Contingent sourcing under supply disruption and competition," International Journal of Production Research, Taylor & Francis Journals, vol. 53(10), pages 3006-3027, May.
    64. Huaxiao Shen & Tian Tian & Han Zhu, 2019. "A Two-Echelon Inventory System with a Minimum Order Quantity Requirement," Sustainability, MDPI, vol. 11(18), pages 1-22, September.
    65. 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.
    66. Sube Singh & Ramesh Kumar & Rohit Panchal & Manoj Kumar Tiwari, 2021. "Impact of COVID-19 on logistics systems and disruptions in food supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 1993-2008, April.
    67. Jighyasu Gaur & Mehdi Amini & Arza Keshava Rao, 2020. "The impact of supply chain disruption on the closed-loop supply chain configuration profit: a study of sourcing policies," International Journal of Production Research, Taylor & Francis Journals, vol. 58(17), pages 5380-5400, September.
    68. Mohammed Hichame Benbitour & Evren Sahin & Yves Dallery, 2019. "The use of rush deliveries in periodic review assemble-to-order systems," International Journal of Production Research, Taylor & Francis Journals, vol. 57(13), pages 4078-4097, July.
    69. Joren Gijsbrechts & Robert N. Boute & Jan A. Van Mieghem & Dennis J. Zhang, 2022. "Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems," Manufacturing & Service Operations Management, INFORMS, vol. 24(3), pages 1349-1368, May.
    70. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    71. 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.
    72. Armin Jabbarzadeh & Behnam Fahimnia & Fatemeh Sabouhi, 2018. "Resilient and sustainable supply chain design: sustainability analysis under disruption risks," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5945-5968, September.
    73. 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.
    74. Eruguz, Ayse Sena & Sahin, Evren & Jemai, Zied & Dallery, Yves, 2016. "A comprehensive survey of guaranteed-service models for multi-echelon inventory optimization," International Journal of Production Economics, Elsevier, vol. 172(C), pages 110-125.
    75. 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.
    76. 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.
    77. Kim, Yun Geon & Chung, Byung Do, 2024. "Data-driven Wasserstein distributionally robust dual-sourcing inventory model under uncertain demand," Omega, Elsevier, vol. 127(C).
    78. Ali Cheaitou & Christian van Delft, 2013. "Finite horizon stochastic inventory problem with dual sourcing: Near myopic and heuristics bounds," Post-Print hal-00989433, HAL.
    79. Stephen A. Smith, 1977. "Optimal Inventories for an (S - 1, S) System with No Backorders," Management Science, INFORMS, vol. 23(5), pages 522-528, January.
    80. 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).
    81. 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.
    82. Uday Rao & Alan Scheller-Wolf & Sridhar Tayur, 2000. "Development of a Rapid-Response Supply Chain at Caterpillar," Operations Research, INFORMS, vol. 48(2), pages 189-204, April.
    83. Fang, Gang & Fang, Xiang & Ji, Qing-kai & Li, Jun, 2025. "Dual sourcing under quality improvement uncertainty," Omega, Elsevier, vol. 133(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Ghoudi, Kilani & Hamdouch, Younes & Boulaksil, Youssef & Hamdan, Sadeque, 2024. "Supply chain coordination in a dual sourcing system under the Tailored Base-Surge policy," European Journal of Operational Research, Elsevier, vol. 317(2), pages 533-549.
    3. 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.
    4. Boulaksil, Youssef & Hamdouch, Younes & Ghoudi, Kilani & Fransoo, Jan C., 2021. "Comparing policies for the stochastic multi-period dual sourcing problem from a supply chain perspective," Other publications TiSEM 242598b9-99de-4a3c-a1a9-4, Tilburg University, School of Economics and Management.
    5. Boulaksil, Youssef & Hamdouch, Younes & Ghoudi, Kilani & Fransoo, Jan C., 2021. "Comparing policies for the stochastic multi-period dual sourcing problem from a supply chain perspective," International Journal of Production Economics, Elsevier, vol. 232(C).
    6. Kim, Yun Geon & Chung, Byung Do, 2024. "Data-driven Wasserstein distributionally robust dual-sourcing inventory model under uncertain demand," Omega, Elsevier, vol. 127(C).
    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. 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.
    10. 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.
    11. 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.
    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. Yee, Hannah & van Staden, Heletjé E. & Boute, Robert N., 2024. "Dual sourcing under non-stationary demand and partial observability," European Journal of Operational Research, Elsevier, vol. 314(1), pages 94-110.
    14. 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.
    15. 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.
    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. 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.
    18. Jiankun Sun & Jan A. Van Mieghem, 2019. "Robust Dual Sourcing Inventory Management: Optimality of Capped Dual Index Policies and Smoothing," Manufacturing & Service Operations Management, INFORMS, vol. 21(4), pages 912-931, October.
    19. 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.
    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.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:oprepe:v:14:y:2025:i:c:s2214716025000090. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/operations-research-perspectives .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.