Feng, Keli and Bizimana, Emmanuel and Agu, Deedee D. and Issac, Tana T. (2012): Optimization and Simulation Modeling of Disaster Relief Supply Chain: A Literature Review. Published in: The 2013 Southeast Decision Sciences Institute Conference Proceedings (22 February 2013)
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Abstract
Recent natural and man-made disasters underscore the need of a resilient and agile disaster relief supply chain to mitigate the damages and save people’s lives. Optimization and simulation modeling have become powerful and useful tools to help decision makers tackle problems related to disaster relief supply chain. This paper reviews optimization and simulation models used in the field of disaster relief supply chain. We review the literature of the facility location optimization problems of disaster relief supply chain under different types of disastrous events. We review the literature of simulation models on supply chain design and disaster relief distribution operations. Finally, we propose two future research directions for disaster relief supply chain modeling.
Item Type: | MPRA Paper |
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Original Title: | Optimization and Simulation Modeling of Disaster Relief Supply Chain: A Literature Review |
Language: | English |
Keywords: | Disaster Relief Supply Chain, Optimization, Simulation, Modeling |
Subjects: | C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C61 - Optimization Techniques ; Programming Models ; Dynamic Analysis C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C69 - Other |
Item ID: | 58204 |
Depositing User: | Dr. Joshua Bates |
Date Deposited: | 02 Sep 2014 10:05 |
Last Modified: | 28 Sep 2019 06:40 |
References: | Michel-Kerjan, Erwann, and Slovic, Paul. A More Dangerous World: Why We Misunderstand Risk, Newsweek. March 1, 2010. Lodree Jr, E. J. and Taskin, S. An Insurance Risk Management Framework for Disaster Relief and Supply Chain Disruption Inventory Planning, Journal of the Operational Research Society, Vol. 59, 2008, pp. 674–684 Maon, Francois, Lindgreen, Adam, and Van Hamme. Developing Supply Chains In Disaster Relief Operations Through Cross-Sector Socially Oriented Collaborations: A Theoretical Model. Supply Chain Management: An International Journal, Vol. 14, No. 2, 2009, pp.149 - 164 Falasca, Mauro, Zobel, Christopher W., and Cook, Deborah. A Decision Support Framework to Assess Supply Chain Resilience. Proceedings of the 5th International ISCRAM Conference – Washington, DC, USA, May 2008 Van Wassenhove, L N. Humanitarian Aid Logistics: Supply Chain Management in High Gear. Journal of the Operational Research Society, Vol. 57, 2006, pp. 475–489. Kovács, Gyöngyi and Spens, Karen M. Humanitarian Logistics In Disaster Relief Operations, International Journal of Physical Distribution & Logistics Management, Vol. 37 No: 2, 2007, pp.99 – 114. Beamon, Benita M. and Kotleba, Stephen A. Inventory Modeling for Complex Emergencies in Humanitarian relief operations. International Journal of Logistics Research and Applications. Vol. 9, No 1, 2006 Pettit, Stephen and Beresford, Anthony. Critical Success Factors In The Context Of Humanitarian Aid Supply Chains, International Journal of Physical Distribution & Logistics Management, Vol. 39, No. 6, 2009, pp.450 – 468 Kovács, Gyöngyi and Spens, Karen. Identifying Challenges In Humanitarian Logistics, International Journal of Physical Distribution & Logistics Management, Vol. 39, No. 6, 2009, pp.506 - 528 Daskin, M.S. Network and Discrete Location: Models, Algorithms, and Applications. John Wiley, New York, 1995. Snyder, L.V. Facility Location under Uncertainty: A Review. IIE Transactions, Vol. 38, No. 7, 2006, pp. 547-564 Wagner, M.R., J. Bhadury, S. Peng. Risk Management in Uncapacitated Facility Location Models with Random Demands. Computers and Operations Research, Vol. 36, No. 4, 2009, pp. 1002-1011. Murali, P., F. Ordonez, and M.M. Dessouky. Facility Location under Demand Uncertainty: Response to a Large-scale Bio-terror attack. Socio-Economic Planning Sciences, Vol. 46, No. 1, 2012, pp. 78-87. Caro, F., K. Rajaram, J. Wollenweber. Process Location and Product Distribution with Uncertain Yields. Operations Research, 2012. Dekle, J., Lavieri, M.S., Martin, E., Emir-Farinas, H., and Francis, R. A Florida County Locates Disaster Recovery Centers. Interfaces, Vol. 35, No. 2, 2005, pp. 133-139. Horner, M.W., and Downs, J. A. Testing A Flexible Geographic Information System-Based Network Flow Model for Routing Hurricane Disaster Relief Goods. Transportation Research Record, No. 2022, 2007, pp. 47-54. Snyder, L.V., and M.S. Daskin. Reliability Models for Facility Location: the Expected Failure Cost Case. Transportation Science, Vol. 39, No. 3, 2005, pp. 400-416. Berman, O., D. Krass, and M.B.C. Menezes. Facility Reliability Issues in Network p-Median Problems: Strategic Centralization and Co-Location Effects. Operations Research. Vol. 55, No. 2, 2007, pp.332-350. Hassin, R., Ravi, R., & Salman, F.S. Facility location on a network with unreliable links, Working paper. Retrieved October 24, 2012, from http://www.di.unipi.it/di/groups/optimize/Events/proceedings/M/B/4/MB4-4.pdf. Eiselt, H.A., Gendreau, M., & Laporte, G. Optimal location of facilities on a network with an unreliable node or link. Information Processing Letters, Vol. 58, No. 2, 1996, pp.71-74. Li, X., & Ouyang, Y. (2010). A continuum approximation approach to reliable facility location design under correlated probabilistic disruptions, Vol. 44, No. 4, 2010, pp.535-548. Cui, T.Y., Ouyang, Y., & Shen, Z.J. Reliable facility locations design under the risk of disruptions. Operations Research, Vol. 58, No. 4, 2010, pp. 998-1011. Pavankumar Murali, Fernando Ordóñez, Maged M. Dessouky, Facility location under demand uncertainty: Response to a large-scale bio-terror attack, Socio-Economic Planing Sciences, Vol. 46, No. 1, 2012, pp. 78-87. Shukla, A., Lalit V. A. and Venkatasubramanian, V., “Optimizing efficiency-robustness trade-offs in supply chain design under uncertainty due to disruptions”, International Journal of Physical Distribution & Logistics Management, Vol. 41 No. 6, 2011, pp. 623-647. Hong, J., Xie, Y., & Jeong, K., “Development and evaluation of an integrated emergency response facility location model”, Journal of Industrial Engineering Management, Vol. 5, No. 1, 2012, pp. 4 – 21. Green, L., and P. Kilesar, Improving Emergency Responsiveness with Management Science, Management Science, Vol. 50, No. 8, 2004, pp.1001-1014. Bravata, D.M., Zaric, G.S., Holty, J-E.C., Brandeau, M.L., Wilhelm, E.R., McDonald, K.M., and D.K. Owens. Reduc-ing Mortality from Anthrax Bioterrorism: Costs and Benefits of Alternative Strategies for Stockpiling and Dispensing Medical and Pharmaceutical Supplies, Biosecurity and Bioterrorism, Biodefense Strategy, Practice and Science, Vol. 4, 2006, pp. 244-262. Wein, L. M., and Y. Liu. Analyzing a Bioterror Attack on the Food Supply: The Case of Botulium in Milk. Proceedings of the National Academy of Sciences Vol. 102, 2005, pp. 9984-9989. Lee , Yong M., Ghosh, Soumyadip, and Ettl, Markus. Simulating Distribution of Emergency Relief Supplies for Disaster Response Operations. Proceedings of the 2009 Winter Simulation Conference, 2009 Hupert, E. G., I. Mushlin, and M. A. Callahan., Modeling the Public Health Response to Bioterrorism: Using Discrete Event Simulation to Design Antibiotic Distribution Center, Medical Decision Making, Vol.22, No. 5, 2002, pp. 17-25. Aaby, K., J. Hermann, C. Jordan, M. Treadwell., and K. Wood., Montgomery County¡¯s Public Health Service Uses Operations Research to Plan Emergency Mass Dispensing and Vaccination Clinics, Interfaces, Vol. 36, No. 6, 2006, pp. 567-579. Whitworth, M. H., Designing the Response to an Anthrax Attack, Interfaces, Vol. 36, No. 6, 2006, pp. 562-568. Lee, E. K., S. Maheshwary, J. Mason, and W. Glissom., Large-Scale Dispensing for Emergency Response to Bioterrorism and Infectious-Disease Outbreak, Interfaces, Vol. 36, No. 6, 2006, pp. 591-607. Lee, Y.M. Analyzing Dispensing Plan for Emergency Medical Supplies in the Event of Bioterrorism, The Proceedings of the 2008 Winter Simulation Conference, 2008 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/58204 |