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Multi-product dual sourcing problem with limited capacities

Author

Listed:
  • Bin Zhang

    (Sun Yat-Sen University)

  • Zekai Lai

    (Sun Yat-Sen University)

  • Qiangqiang Wang

    (Sun Yat-Sen University)

Abstract

This study considers a dual sourcing problem with multiple products in which each product can be procured from two capacitated suppliers, one with low production costs but high unreliability, and the other with high production costs but high reliability. The unreliable supplier cannot deliver any products if there is even one disruption. The objective of the retailer is to determine what order quantities for all of the products from the two suppliers, subject to the supplier capacity constraints, will maximize the expected profit. We use an extended newsvendor model to characterize the problem. A two-tier bi-section search method is developed for seeking the optimal solution to the problem. Numerical results are used to assess the effectiveness of the proposed method and the value of dual sourcing.

Suggested Citation

  • 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.
    • Handle: RePEc:spr:operea:v:21:y:2021:i:3:d:10.1007_s12351-019-00503-2
    DOI: 10.1007/s12351-019-00503-2
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    References listed on IDEAS

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    1. Lau, Hon-Shiang & Hing-Ling Lau, Amy, 1996. "The newsstand problem: A capacitated multiple-product single-period inventory problem," European Journal of Operational Research, Elsevier, vol. 94(1), pages 29-42, October.
    2. Narendra Agrawal & Steven Nahmias, 1997. "Rationalization Of The Supplier Base In The Presence Of Yield Uncertainty," Production and Operations Management, Production and Operations Management Society, vol. 6(3), pages 291-308, September.
    3. Oberlaender, Michael, 2011. "Dual sourcing of a newsvendor with exponential utility of profit," International Journal of Production Economics, Elsevier, vol. 133(1), pages 370-376, September.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Yigal Gerchak & Mahmut Parlar, 1990. "Yield randomness, cost tradeoffs, and diversification in the EOQ model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(3), pages 341-354, June.
    9. Ravi Anupindi & Ram Akella, 1993. "Diversification Under Supply Uncertainty," Management Science, INFORMS, vol. 39(8), pages 944-963, August.
    10. 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.
    11. Roman Inderst, 2008. "Single sourcing versus multiple sourcing," RAND Journal of Economics, RAND Corporation, vol. 39(1), pages 199-213, March.
    12. 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.
    13. James J. Anton & Dennis A. Yao, 1987. "Second Sourcing and the Experience Curve: Price Competition in Defense Procurement," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 57-76, Spring.
    14. 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.
    15. Zhang, Bin & Du, Shaofu, 2010. "Multi-product newsboy problem with limited capacity and outsourcing," European Journal of Operational Research, Elsevier, vol. 202(1), pages 107-113, April.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    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. Niederhoff, Julie A., 2007. "Using separable programming to solve the multi-product multiple ex-ante constraint newsvendor problem and extensions," European Journal of Operational Research, Elsevier, vol. 176(2), pages 941-955, January.
    22. 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.
    23. Felix Papier, 2016. "Supply Allocation Under Sequential Advance Demand Information," Operations Research, INFORMS, vol. 64(2), pages 341-361, April.
    24. I Moon & E A Silver, 2000. "The multi-item newsvendor problem with a budget constraint and fixed ordering costs," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(5), pages 602-608, May.
    25. Ülkü Gürler & Mahmut Parlar, 1997. "An Inventory Problem with Two Randomly Available Suppliers," Operations Research, INFORMS, vol. 45(6), pages 904-918, December.
    26. Abdel-Malek, Layek & Montanari, Roberto & Morales, Libia Cristina, 2004. "Exact, approximate, and generic iterative models for the multi-product Newsboy problem with budget constraint," International Journal of Production Economics, Elsevier, vol. 91(2), pages 189-198, September.
    27. Zhang, Bin & Xu, Xiaoyan & Hua, Zhongsheng, 2009. "A binary solution method for the multi-product newsboy problem with budget constraint," International Journal of Production Economics, Elsevier, vol. 117(1), pages 136-141, January.
    28. Parlar, Mahmut & Wang, Dan, 1993. "Diversification under yield randomness in inventory models," European Journal of Operational Research, Elsevier, vol. 66(1), pages 52-64, April.
    29. 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.
    30. 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.
    31. Zhang, Bin, 2012. "Multi-tier binary solution method for multi-product newsvendor problem with multiple constraints," European Journal of Operational Research, Elsevier, vol. 218(2), pages 426-434.
    32. 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.
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