Optimising two-stage robust supplier selection and order allocation problem under risk-averse criterion

References

• Aldrighetti, R., D. Battini, D. Ivanov, and I. Zennaro. 2021. “Costs of Resilience and Disruptions in Supply Chain Network Design Models: A Review and Future Research Directions.” International Journal of Production Economics 235: 108103.
   Web of Science ®Google Scholar
• Babbar, C., and S. H. Amin. 2018. “A Multi-Objective Mathematical Model Integrating Environmental Concerns for Supplier Selection and Order Allocation Based on Fuzzy QFD in Beverages Industry.” Expert Systems with Applications 92: 27–38.
   Web of Science ®Google Scholar
• Bodaghi, G., F. Jolai, and M. Rabbani. 2018. “An Integrated Weighted Fuzzy Multi-Objective Model for Supplier Selection and Order Scheduling in a Supply Chain.” International Journal of Production Research 56 (10): 3590–3614.
   Web of Science ®Google Scholar
• Boyd, S., S. P. Boyd, and L. Vandenberghe. 2004. Convex Optimization. Cambridge: Cambridge University Press.
   Google Scholar
• Delage, E., and Y. Y. Ye. 2010. “Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems.” Operations Research 58 (3): 595–612.
   Web of Science ®Google Scholar
• Dixit, V., N. Seshadrinath, and M. K. Tiwari. 2016. “Performance Measures Based Optimization of Supply Chain Network Resilience: A NSGA–II + Co–Kriging Approach.” Computers & Industrial Engineering 93: 205–214.
   Web of Science ®Google Scholar
• Dolgui, A., and D. Ivanov. 2021. “Ripple Effect and Supply Chain Disruption Management: New Trends and Research Directions.” International Journal of Production Research 59 (1): 102–109.
   Web of Science ®Google Scholar
• Dolgui, A., D. Ivanov, and M. Rozhkov. 2020a. “Does the Ripple Effect Influence the Bullwhip Effect? An Integrated Analysis of Structural and Operational Dynamics in the Supply Chain.” International Journal of Production Research 58 (5): 1285–1301.
   Web of Science ®Google Scholar
• Dolgui, A., D. Ivanov, and B. Sokolov. 2020b. “Reconfigurable Supply Chain: The X-Network.” International Journal of Production Research 58 (13): 4138–4163.
   Web of Science ®Google Scholar
• Dolgui, A., and J. M. Proth. 2013. “Outsourcing: Definitions and Analysis.” International Journal of Production Research 51 (23-24): 6769–6777.
   Web of Science ®Google Scholar
• Firouzi, F., and O. Jadidi. 2021. “Multi-objective Model for Supplier Selection and Order Allocation Problem with Fuzzy Parameters.” Expert Systems with Applications 180: 115129.
   Web of Science ®Google Scholar
• Fortune. 2020. Accessed 10 March 2020. https://fortune.com/2020/02/21/fortune–1000–coronavirus–china–supply–chain–impact/.
   Google Scholar
• Harland, C., L. Knight, R. Lamming, and H. Walker. 2005. “Outsourcing: Assessing the Risks and Benefits for Organisations, Sectors and Nations.” International Journal of Operations & Production Management 25 (9): 831–850.
   Web of Science ®Google Scholar
• Hosseini, S., and K. Barker. 2016. “A Bayesian Network Model for Resilience-Based Supplier Selection.” International Journal of Production Economics 180: 68–87.
   Web of Science ®Google Scholar
• Hosseini, S., and D. Ivanov. 2019. “A new Resilience Measure for Supply Networks with the Ripple Effect Considerations: A Bayesian Network Approach.” Annals of Operations Research, 1–27. doi:10.1007/s10479-019-03350-8.
   Google Scholar
• Hosseini, S., and D. Ivanov. 2020. “Bayesian Networks for Supply Chain Risk, Resilience and Ripple Effect Analysis: A Literature Review.” Expert Systems with Applications 161: 113649.
   PubMed Web of Science ®Google Scholar
• Hosseini, S., D. Ivanov, and J. Blackhurst. 2020. “Conceptualization and Measurement of Supply Chain Resilience in an Open-System Context.” IEEE Transactions on Engineering Management, 1–16. doi:10.1109/TEM.2020.3026465.
   Web of Science ®Google Scholar
• Hosseini, S., D. Ivanov, and A. Dolgui. 2019a. “Review of Quantitative Methods for Supply Chain Resilience Analysis.” Transportation Research Part E: Logistics and Transportation Review 125: 285–307.
   Web of Science ®Google Scholar
• Hosseini, S., N. Morshedlou, D. Ivanov, M. D. Sarder, K. Barker, and A. Al Khaled. 2019b. “Resilient Supplier Selection and Optimal Order Allocation Under Disruption Risks.” International Journal of Production Economics 213: 124–137.
   Web of Science ®Google Scholar
• Ivanov, D. 2020. “Viable Supply Chain Model: Integrating Agility, Resilience and Sustainability Perspectives Lessons from and Thinking Beyond the COVID-19 Pandemic.” Annals of Operations Research, 1–21. Doi:10.1007/s10479-020-03640-6.
   Web of Science ®Google Scholar
• Ivanov, D. 2021. Introduction to Supply Chain Resilience. Cham: Springer Nature. ISBN 978-3-030-70490-2.
   Google Scholar
• Ivanov, D. 2022a. “Probability, Adaptability, and Time: Some Research-Practice Paradoxes in Supply Chain Resilience and Viability Modeling.” https://www.researchgate.net/publication/359417884.
   Google Scholar
• Ivanov, D. 2022b. “Blackout and Supply Chains: Cross-Structural Ripple Effect, Performance, Resilience and Viability Impact Analysis.” Annals of Operations Research, 1–17. Doi:10.1007/s10479-022-04754-9.
   Web of Science ®Google Scholar
• Ivanov, D., and A. Dolgui. 2020. “Viability of Intertwined Supply Networks: Extending the Supply Chain Resilience Angles Towards Survivability. A Position Paper Motivated by COVID-19 Outbreak.” International Journal of Production Research 58 (10): 2904–2915.
   Web of Science ®Google Scholar
• Ivanov, D., and A. Dolgui. 2021a. “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 232: 107921.
   PubMedGoogle Scholar
• Ivanov, D., and A. Dolgui. 2021b. “Stress Testing Supply Chains and Creating Viable Ecosystems.” Operations Management Research, 1–12. doi:10.1007/s12063-021-00194-z.
   Web of Science ®Google Scholar
• Jabbarzadeh, A., B. Fahimnia, and F. Sabouhi. 2018. “Resilient and Sustainable Supply Chain Design: Sustainability Analysis Under Disruption Risks.” International Journal of Production Research 56 (17): 5945–5968.
   Web of Science ®Google Scholar
• Jia, R. R., Y. K. Liu, and X. J. Bai. 2020. “Sustainable Supplier Selection and Order Allocation: Distributionally Robust Goal Programming Model and Tractable Approximation.” Computers & Industrial Engineering 140: 106267.
   Web of Science ®Google Scholar
• Kannan, D., R. Khodaverdi, L. Olfat, A. Jafarian, and A. Diabat. 2013. “Integrated Fuzzy Multi Criteria Decision Making Method and Multi-Objective Programming Approach for Supplier Selection and Order Allocation in a Green Supply Chain.” Journal of Cleaner Production 47: 355–367.
   Web of Science ®Google Scholar
• Khalili, S. M., F. Jolai, and S. A. Torabi. 2017. “Integrated Production-Distribution Planning in two-Echelon Systems: A Resilience View.” International Journal of Production Research 55 (4): 1040–1064.
   Web of Science ®Google Scholar
• Latour, A. 2001. “Trial by Fire: A Blaze in Albuquerque Sets off Major Crisis for Cell-Phone Giants.” Wall Street Journal 29 (January): A1.
   Google Scholar
• Liu, N. Q., Y. J. Chen, and Y. K. Liu. 2021. “Approximating Credibilistic Constraints by Robust Counterparts of Uncertain Linear Inequality.” Iranian Journal of Fuzzy Systems 18 (5): 37–C51.
   Web of Science ®Google Scholar
• Ma, L., Y. K. Liu, and Y. Liu. 2020. “Distributionally Robust Design for Bicycle-Sharing Closed-Loop Supply Chain Network Under Risk-Averse Criterion.” Journal of Cleaner Production 246: 118967.
   Web of Science ®Google Scholar
• Mirzaee, H., B. Naderi, and S. H. R. Pasandideh. 2018. “A Preemptive Fuzzy Goal Programming Model for Generalized Supplier Selection and Order Allocation with Incremental Discount.” Computers & Industrial Engineering 122: 292–302.
   Web of Science ®Google Scholar
• Moghaddam, K. S. 2015. “Supplier Selection and Order Allocation in Closed-Loop Supply Chain Systems Using Hybrid Monte Carlo Simulation and Goal Programming.” International Journal of Production Research 53 (20): 6320–6338.
   Web of Science ®Google Scholar
• Mohammed, A., I. Harris, and K. Govindan. 2019. “A Hybrid MCDM-FMOO Approach for Sustainable Supplier Selection and Order Allocation.” International Journal of Production Economics 217: 171–184.
   Web of Science ®Google Scholar
• Moheb-Alizadeh, H., and R. Handfield. 2018. “An Integrated Chance-Constrained Stochastic Model for Efficient and Sustainable Supplier Selection and Order Allocation.” International Journal of Production Research 56 (21): 6890–6916.
   Web of Science ®Google Scholar
• Moosavi, J., and S. Hosseini. 2021. “Simulation-based Assessment of Supply Chain Resilience with Consideration of Recovery Strategies in the COVID-19 Pandemic Context.” Computers & Industrial Engineering 160: 107593.
   PubMed Web of Science ®Google Scholar
• Nasr, A. K., M. Tavana, B. Alavi, and H. Mina. 2021. “A Novel Fuzzy Multi-Objective Circular Supplier Selection and Order Allocation Model for Sustainable Closed-Loop Supply Chains.” Journal of Cleaner Production 287: 124994.
   Web of Science ®Google Scholar
• Nazari-Shirkouhi, S., H. Shakouri, B. Javadi, and A. Keramati. 2013. “Supplier Selection and Order Allocation Problem Using a two-Phase Fuzzy Multi-Objective Linear Programming.” Applied Mathematical Modelling 37 (22): 9308–9323.
   Web of Science ®Google Scholar
• Ni, N., B. J. Howell, and T. C. Sharkey. 2018. “Modeling the Impact of Unmet Demand in Supply Chain Resiliency Planning.” Omega 81: 1–16. doi:10.1016/j.omega.2017.08.019.
   Web of Science ®Google Scholar
• Qiu, R. Z., and J. Shang. 2014. “Robust Optimisation for Risk-Averse Multi-Period Inventory Decision with Partial Demand Distribution Information.” International Journal of Production Research 52 (24): 7472–7495.
   Web of Science ®Google Scholar
• Rockafellar, R. T. 1970. Convex Analysis. Princeton: Princeton University Press.
   Google Scholar
• Rockafellar, R. T., and S. Uryasev. 2000. “Optimization of Conditional Value-at-Risk.” Journal of Risk 2: 21–42.
   Google Scholar
• Rozhkov, M., D. Ivanov, J. Blackhurst, and A. Nair. 2022. “Adapting Supply Chain Operations in Anticipation of and During the COVID-19 Pandemic.” Omega 110: 102635.
   PubMed Web of Science ®Google Scholar
• Sanci, E., M. S. Daskin, Y. C. Hong, S. Roesch, and D. Zhang. 2021. “Mitigation Strategies Against Supply Disruption Risk: A Case Study at the Ford Motor Company.” International Journal of Production Research, 1–21. doi:10.1080/00207543.2021.1975058.
   Web of Science ®Google Scholar
• Saputro, T. E., G. Figueira, and B. Almada-Lobo. 2021. “Integrating Supplier Selection with Inventory Management Under Supply Disruptions.” International Journal of Production Research 59 (11): 3304–3322.
   Web of Science ®Google Scholar
• Sawik, T. 2013a. “. “Integrated Selection of Suppliers and Scheduling of Customer Orders in the Presence of Supply Chain Disruption Risks.”.” International Journal of Production Research 51 (23–24): 7006–7022.
   Web of Science ®Google Scholar
• Sawik, T. 2013b. “. “Selection of Resilient Supply Portfolio Under Disruption Risks.”.” Omega 41 (2): 259–269.
   Web of Science ®Google Scholar
• Suprasongsin, S., P. Yenradee, and V. N. Huynh. 2020. “A Weight-Consistent Model for Fuzzy Supplier Selection and Order Allocation Problem.” Annals of Operations Research 293 (2): 587–605.
   Web of Science ®Google Scholar
• Tang, C. S. 2006. “Perspectives in Supply Chain Risk Management.” International Journal of Production Economics 103 (2): 451–488.
   Web of Science ®Google Scholar
• Torabi, S. A., M. Baghersad, and S. A. Mansouri. 2015. “Resilient Supplier Selection and Order Allocation Under Operational and Disruption Risks.” Transportation Research Part E: Logistics and Transportation Review 79: 22–48.
   Web of Science ®Google Scholar
• Vahidi, F., S. A. Torabi, and M. J. Ramezankhani. 2018. ����Sustainable Supplier Selection and Order Allocation Under Operational and Disruption Risks.” Journal of Cleaner Production 174: 1351–1365.
   Web of Science ®Google Scholar
• Wu, C., J. Gao, and D. Barnes. 2022. “Sustainable Partner Selection and Order Allocation for Strategic Items: An Integrated Multi-Stage Decision-Making Model.” International Journal of Production Research, 1–25. doi:10.1080/00207543.2022.2025945.
   Web of Science ®Google Scholar
• Wu, F., H. Z. Li, L. K. Chu, and D. Sculli. 2013. “Supplier Selection for Outsourcing from the Perspective of Protecting Crucial Product Knowledge.” International Journal of Production Research 51 (5): 1508–1519.
   Web of Science ®Google Scholar
• Zhang, P. Y., Y. K. Liu, G. Q. Yang, and G. Q. Zhang. 2022. “A Distributionally Robust Optimisation Model for Last Mile Relief Network Under Mixed Transport.” International Journal of Production Research 60 (4): 1316–1340.
   Web of Science ®Google Scholar