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Resilient network design of two supply chains under price competition: game theoretic and decomposition algorithm approach

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Abstract

This paper utilizes a Stackelberg game approach for designing resilient supply chains under price competition and facilities disruption. The impact of using resilience strategies, namely holding extra inventory at distribution centers and considering reliable distribution centers, was investigated on the supply chains competition. A two-phase bi-level mixed integer programming approach is utilized to model the assumed problem, and a decomposition-based approach is utilized to solve the resultant model. Then, the performance of the presented model and solution approach is examined through numerical experiments. Finally, some discussions are presented with a number of examples, and managerial insights are suggested for the conditions similar to the assumed problem. Our analysis focuses on exploring the advantages of considering resilience strategies in the competitive supply chain netwrok design problems.

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  1. https://www.oecd.org/newsroom/4375896.pdf.

References

  • Amiri AS, Torabi SA, Ghodsi R (2018) An iterative approach for a bi-level competitive supply chain network design problem under foresight competition and variable coverage. Transp Res Part E Logist Transp Rev 109:99–114

    Google Scholar 

  • Aryanezhad M-B, Jabbarzadeh A (2009) An integrated model for location-inventory problem with random disruptions. In: CIE 2009 international conference on computers and industrial engineering 2009. IEEE, pp 791–796

  • Baghalian A, Rezapour S, Farahani RZ (2013) Robust supply chain network design with service level against disruptions and demand uncertainties: a real-life case. Eur J Oper Res 227:199–215

    Google Scholar 

  • Ben-Ayed O, Boyce DE, Blair CE (1988) A general bilevel linear programming formulation of the network design problem. Transp Res Part B Methodol 22:311–318

    Google Scholar 

  • Berman O, Krass D, Menezes MB (2009) Locating facilities in the presence of disruptions and incomplete information. Decis Sci 40:845–868

    Google Scholar 

  • Bode C, Wagner SM (2015) Structural drivers of upstream supply chain complexity and the frequency of supply chain disruptions. J Oper Manag 36:215–228

    Google Scholar 

  • Boyaci T, Gallego G (2004) Supply chain coordination in a market with customer service competition. Prod Oper Manag 13:3–22

    Google Scholar 

  • Cardona-Valdés Y, Álvarez A, Ozdemir D (2011) A bi-objective supply chain design problem with uncertainty. Transp Res Part C Emerg Technol 19:821–832

    Google Scholar 

  • Cardoso SR, Barbosa-Póvoa AP, Relvas S, Novais AQ (2015) Resilience metrics in the assessment of complex supply-chains performance operating under demand uncertainty. Omega 56:53–73

    Google Scholar 

  • Diabat A, Jabbarzadeh A, Khosrojerdi A (2019) A perishable product supply chain network design problem with reliability and disruption considerations. Int J Prod Econ 212:125–138

    Google Scholar 

  • Fahimnia B, Jabbarzadeh A (2016) Marrying supply chain sustainability and resilience: a match made in heaven. Transp Res Part E Logist Transp Rev 91:306–324

    Google Scholar 

  • Fahimnia B, Tang CS, Davarzani H, Sarkis J (2015) Quantitative models for managing supply chain risks: a review. Eur J Oper Res 247:1–15

    Google Scholar 

  • Fahimnia B, Jabbarzadeh A, Ghavamifar A, Bell M (2017) Supply chain design for efficient and effective blood supply in disasters. Int J Prod Econ 183:700–709

    Google Scholar 

  • Fallah H, Eskandari H, Pishvaee MS (2015) Competitive closed-loop supply chain network design under uncertainty. J Manuf Syst 37:649–661

    Google Scholar 

  • Farahani RZ, Rezapour S, Drezner T, Fallah S (2014) Competitive supply chain network design: an overview of classifications, models, solution techniques and applications. Omega 45:92–118

    Google Scholar 

  • Fattahi M, Govindan K, Keyvanshokooh E (2017) Responsive and resilient supply chain network design under operational and disruption risks with delivery lead-time sensitive customers. Transp Res Part E Logist Transp Rev 101:176–200

    Google Scholar 

  • Ghavamifar A, Sabouhi F (2018) An integrated model for designing a distribution network of products under facility and transportation link disruptions. J Ind Syst Eng 11:113–126

    Google Scholar 

  • Ghavamifar A, Makui A, Taleizadeh AA (2018) Designing a resilient competitive supply chain network under disruption risks: a real-world application. Transp Res Part E Logist Transp Rev 115:87–109

    Google Scholar 

  • Gong J, Mitchell JE, Krishnamurthy A, Wallace WA (2014) An interdependent layered network model for a resilient supply chain. Omega 46:104–116

    Google Scholar 

  • Hasani A, Khosrojerdi A (2016) Robust global supply chain network design under disruption and uncertainty considering resilience strategies: a parallel memetic algorithm for a real-life case study. Transp Res Part E Logist Transp Rev 87:20–52

    Google Scholar 

  • Ivanov D, Pavlov A, Dolgui A, Pavlov D, Sokolov B (2016) Disruption-driven supply chain (re)-planning and performance impact assessment with consideration of pro-active and recovery policies. Transp Res Part E Logist Transp Rev 90:7–24

    Google Scholar 

  • Jabbarzadeh A, Fahimnia B, Sheu J-B (2015) An enhanced robustness approach for managing supply and demand uncertainties. Int J Prod Econ 183:620–631

    Google Scholar 

  • Jabbarzadeh A, Fahimnia B, Sheu J-B, Moghadam HS (2016) Designing a supply chain resilient to major disruptions and supply/demand interruptions. Transp Res Part B Methodol 94:121–149

    Google Scholar 

  • Jabbarzadeh A, Fahimnia B, Sabouhi F (2018a) Resilient and sustainable supply chain design: sustainability analysis under disruption risks. Int J Prod Res 56:5945–5968

    Google Scholar 

  • Jabbarzadeh A, Haughton M, Khosrojerdi A (2018b) Closed-loop supply chain network design under disruption risks: a robust approach with real world application. Comput Ind Eng 116:178–191

    Google Scholar 

  • Lee S-D (2001) On solving unreliable planar location problems. Comput Oper Res 28:329–344

    Google Scholar 

  • Liu Z, Guo S, Snyder LV, Lim A, Peng P (2010) A p-robust capacitated network design model with facility disruptions. In: Advanced manufacturing and sustainable logistics. Springer, pp 269–280

  • Makui A, Ghavamifar A (2016) Benders decomposition algorithm for competitive supply chain network design under risk of disruption and uncertainty. J Ind Syst Eng 9:30–50

    Google Scholar 

  • Nobari A, Kheirkhah A, Esmaeili M (2019) Considering chain-to-chain competition on environmental and social concerns in a supply chain network design problem. Int J Manag Sci Eng Manag 14:33–46

    Google Scholar 

  • Paul SK, Sarker R, Essam D (2016) A reactive mitigation approach for managing supply disruption in a three-tier supply chain. J Intell Manuf 29:1581–1597

    Google Scholar 

  • Peng P, Snyder LV, Lim A, Liu Z (2011) Reliable logistics networks design with facility disruptions. Transp Res Part B Methodol 45:1190–1211

    Google Scholar 

  • Rezaee A, Dehghanian F, Fahimnia B, Beamon B (2015) Green supply chain network design with stochastic demand and carbon price. Ann Oper Res 250:463–485

    Google Scholar 

  • Rezapour S, Farahani RZ (2010) Strategic design of competing centralized supply chain networks for markets with deterministic demands. Adv Eng Softw 41:810–822

    Google Scholar 

  • Rezapour S, Zanjirani Farahani R, Drezner T (2011) Strategic design of competing supply chain networks for inelastic demand. J Oper Res Soc 62:1784–1795

    Google Scholar 

  • Rezapour S, Farahani RZ, Dullaert W, De Borger B (2014) Designing a new supply chain for competition against an existing supply chain. Transp Res Part E Logist Transp Rev 67:124–140

    Google Scholar 

  • Rezapour S, Farahani RZ, Fahimnia B, Govindan K, Mansouri Y (2015) Competitive closed-loop supply chain network design with price-dependent demands. J Clean Prod 93:251–272

    Google Scholar 

  • Rezapour S, Farahani RZ, Pourakbar M (2017) Resilient supply chain network design under competition: a case study. Eur J Oper Res 259:1017–1035

    Google Scholar 

  • Sabouhi F, Bozorgi-Amiri A, Moshref-Javadi M, Heydari M (2018a) An integrated routing and scheduling model for evacuation and commodity distribution in large-scale disaster relief operations: a case study. Ann Oper Res 283:643–677

    Google Scholar 

  • Sabouhi F, Pishvaee MS, Jabalameli MS (2018b) Resilient supply chain design under operational and disruption risks considering quantity discount: a case study of pharmaceutical supply chain. Comput Ind Eng 126:657–672

    Google Scholar 

  • Sadghiani NS, Torabi S, Sahebjamnia N (2015) Retail supply chain network design under operational and disruption risks. Transp Res Part E Logist Transp Rev 75:95–114

    Google Scholar 

  • Shen Z-JM, Daskin MS (2005) Trade-offs between customer service and cost in integrated supply chain design. Manuf Serv Oper Manag 7:188–207

    Google Scholar 

  • Snyder LV, Scaparra MP, Daskin MS, Church RL (2006) Planning for disruptions in supply chain networks. Tutor Oper Res 2:234–257

    Google Scholar 

  • Tsay AA, Agrawal N (2000) Channel dynamics under price and service competition. Manuf Serv Oper Manag 2:372–391

    Google Scholar 

  • Tukamuhabwa BR, Stevenson M, Busby J, Zorzini M (2015) Supply chain resilience: definition, review and theoretical foundations for further study. Int J Prod Res 53:5592–5623

    Google Scholar 

  • Vahidi F, Torabi SA, Ramezankhani M (2018) Sustainable supplier selection and order allocation under operational and disruption risks. J Clean Prod 174:1351–1365

    Google Scholar 

  • Xiao T, Yang D (2008) Price and service competition of supply chains with risk-averse retailers under demand uncertainty. Int J Prod Econ 114:187–200

    Google Scholar 

  • You F, Grossmann IE (2008) Design of responsive supply chains under demand uncertainty. Comput Chem Eng 32:3090–3111

    Google Scholar 

  • Yue D, You F (2016) Stackelberg-game-based modeling and optimization for supply chain design and operations: a mixed integer bilevel programming framework. Comput Chem Eng 102:81–95

    Google Scholar 

  • Zahiri B, Zhuang J, Mohammadi M (2017) Toward an integrated sustainable-resilient supply chain: a pharmaceutical case study. Transp Res Part E Logist Transp Rev 103:109–142

    Google Scholar 

  • Zhang D (2006) A network economic model for supply chain versus supply chain competition. Omega 34:283–295

    Google Scholar 

  • Zhang Y, Snyder LV, Ralphs TK, Xue Z (2016) The competitive facility location problem under disruption risks. Transp Res Part E Logist Transp Rev 93:453–473

    Google Scholar 

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Correspondence to Ata Allah Taleizadeh.

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Taleizadeh, A.A., Ghavamifar, A. & Khosrojerdi, A. Resilient network design of two supply chains under price competition: game theoretic and decomposition algorithm approach. Oper Res Int J 22, 825–857 (2022). https://doi.org/10.1007/s12351-020-00565-7

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