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2015 | OriginalPaper | Buchkapitel

15. An Integrated Disaster Relief Supply Chain Network Model with Time Targets and Demand Uncertainty

verfasst von : Anna Nagurney, Amir H. Masoumi, Min Yu

Erschienen in: Regional Science Matters

Verlag: Springer International Publishing

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Abstract

As the number of natural disasters and their impacts increase across the globe, the need for effective preparedness against such events becomes more vital. In this paper, we construct a supply chain network optimization model for a disaster relief organization in charge of obtaining, storing, transporting, and distributing relief goods to certain disasterprone regions. Our system-optimization approach minimizes the total operational costs on the links of the supply chain network subject to the uncertain demand for aid at the demand points being satisfied as closely as possible. A goal programming approach is utilized to enforce the timely delivery of relief items with respect to the pre-specified time targets at the demand points. A solution algorithm for the model is also provided. A spectrum of numerical examples illustrates the modeling and computational framework, which integrates the two policies of pre-positioning relief supplies as well as their procurement once the disaster has occurred.

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Literatur
Zurück zum Zitat Alexander D (1993) Natural disasters. Kluwer, Dordrecht Alexander D (1993) Natural disasters. Kluwer, Dordrecht
Zurück zum Zitat Balcik B, Beamon BM (2005) Facility location in humanitarian relief. Int J Logist Res Appl 11(2):101–121CrossRef Balcik B, Beamon BM (2005) Facility location in humanitarian relief. Int J Logist Res Appl 11(2):101–121CrossRef
Zurück zum Zitat Barbarosoglu G, Arda Y (2004) A two-stage stochastic programming framework for transportation planning in disaster response. J Oper Res Soc 55(1):43–53CrossRef Barbarosoglu G, Arda Y (2004) A two-stage stochastic programming framework for transportation planning in disaster response. J Oper Res Soc 55(1):43–53CrossRef
Zurück zum Zitat Beamon B, Kotleba S (2006) Inventory management support systems for emergency humanitarian relief operations in South Sudan. Int J Logist Manag 17(2):187–212CrossRef Beamon B, Kotleba S (2006) Inventory management support systems for emergency humanitarian relief operations in South Sudan. Int J Logist Manag 17(2):187–212CrossRef
Zurück zum Zitat Beckmann MJ, McGuire CB, Winsten CB (1956) Studies in the economics of transportation. Yale University Press, New Haven, CT Beckmann MJ, McGuire CB, Winsten CB (1956) Studies in the economics of transportation. Yale University Press, New Haven, CT
Zurück zum Zitat Bertsekas D, Tsitsiklis J (1989) Parallel and distributed computation: numerical methods. Prentice Hall, Englewood Cliffs, NJ Bertsekas D, Tsitsiklis J (1989) Parallel and distributed computation: numerical methods. Prentice Hall, Englewood Cliffs, NJ
Zurück zum Zitat Blaikie P, Cannon T, Davis I, Wisner B (1994) At risk: natural hazards, people’s vulnerability and disasters. Routledge, London Blaikie P, Cannon T, Davis I, Wisner B (1994) At risk: natural hazards, people’s vulnerability and disasters. Routledge, London
Zurück zum Zitat Charles A, Lauras M (2011) An enterprise modelling approach for better optimisation modelling: application to the humanitarian relief chain coordination problem. OR Spectrum 33:815–841CrossRef Charles A, Lauras M (2011) An enterprise modelling approach for better optimisation modelling: application to the humanitarian relief chain coordination problem. OR Spectrum 33:815–841CrossRef
Zurück zum Zitat Cho S, Gordon P, Moore JE II, Richardson HW, Shinozuka M, Chang SE (2001) Integrating transportation network and regional economic models to estimate the costs of a large urban earthquake. J Reg Sci 41(1):39–65CrossRef Cho S, Gordon P, Moore JE II, Richardson HW, Shinozuka M, Chang SE (2001) Integrating transportation network and regional economic models to estimate the costs of a large urban earthquake. J Reg Sci 41(1):39–65CrossRef
Zurück zum Zitat Dacy DC, Kunreuther H (1969) The economics of natural disasters: implications for federal policy. Free, New York, NY Dacy DC, Kunreuther H (1969) The economics of natural disasters: implications for federal policy. Free, New York, NY
Zurück zum Zitat Dafermos SC, Sparrow FT (1969) The traffic assignment problem for a general network. J Res Natl Bur Stand 73B:91–118CrossRef Dafermos SC, Sparrow FT (1969) The traffic assignment problem for a general network. J Res Natl Bur Stand 73B:91–118CrossRef
Zurück zum Zitat Dong J, Zhang D, Nagurney A (2004) A supply chain network equilibrium model with random demands. Eur J Oper Res 156:194–212CrossRef Dong J, Zhang D, Nagurney A (2004) A supply chain network equilibrium model with random demands. Eur J Oper Res 156:194–212CrossRef
Zurück zum Zitat Dupuis P, Nagurney A (1993) Dynamical systems and variational inequalities. Ann Oper Res 44:9–42CrossRef Dupuis P, Nagurney A (1993) Dynamical systems and variational inequalities. Ann Oper Res 44:9–42CrossRef
Zurück zum Zitat Falasca M, Zobel CW (2011) A two-stage procurement model for humanitarian relief supply chains. J Humanitarian Logist Suppl Chain Manage 1(2):151–169CrossRef Falasca M, Zobel CW (2011) A two-stage procurement model for humanitarian relief supply chains. J Humanitarian Logist Suppl Chain Manage 1(2):151–169CrossRef
Zurück zum Zitat Greenberg MR, Lahr M, Mantell N (2007) Understanding the economic costs and benefits of catastrophes and their aftermath: a review and suggestions for the U.S. federal government. Risk Anal 27(1):83–96CrossRef Greenberg MR, Lahr M, Mantell N (2007) Understanding the economic costs and benefits of catastrophes and their aftermath: a review and suggestions for the U.S. federal government. Risk Anal 27(1):83–96CrossRef
Zurück zum Zitat Grubesic TH, Matisziw TC, Murray AT, Snediker D (2008) Comparative approaches for assessing network vulnerability. Int Reg Sci Rev 31(1):88–112CrossRef Grubesic TH, Matisziw TC, Murray AT, Snediker D (2008) Comparative approaches for assessing network vulnerability. Int Reg Sci Rev 31(1):88–112CrossRef
Zurück zum Zitat Haghani A, Oh SC (1996) Formulation and solution of a multi-commodity, multi-modal network flow model for disaster relief operations. Transport Res A 30(3):231–250 Haghani A, Oh SC (1996) Formulation and solution of a multi-commodity, multi-modal network flow model for disaster relief operations. Transport Res A 30(3):231–250
Zurück zum Zitat Hale T, Moberg C (2005) Improving supply chain disaster preparedness: a decision process for secure site location. Int J Phys Distrib Logist Manag 35(3):195–207CrossRef Hale T, Moberg C (2005) Improving supply chain disaster preparedness: a decision process for secure site location. Int J Phys Distrib Logist Manag 35(3):195–207CrossRef
Zurück zum Zitat Ham H, Kim TJ, Boyce D (2005) Assessment of economic impacts from unexpected events with an interregional commodity flow and multimodal transportation network model. Transport Res A 39:849–860 Ham H, Kim TJ, Boyce D (2005) Assessment of economic impacts from unexpected events with an interregional commodity flow and multimodal transportation network model. Transport Res A 39:849–860
Zurück zum Zitat Huang M, Smilowitz K, Balcik B (2012) Models for relief routing: equity, efficiency and efficacy. Transport Res E 48:2–18CrossRef Huang M, Smilowitz K, Balcik B (2012) Models for relief routing: equity, efficiency and efficacy. Transport Res E 48:2–18CrossRef
Zurück zum Zitat Isard W, Azis IJ, Drennan MP, Miller RE, Saltzman S, Thorbecke E (1998) Methods of interregional and regional analysis. Ashgate, Aldershot Isard W, Azis IJ, Drennan MP, Miller RE, Saltzman S, Thorbecke E (1998) Methods of interregional and regional analysis. Ashgate, Aldershot
Zurück zum Zitat Israelevich PR, Hewings GJD, Sonis M, Schindler GR (1997) Forecasting structural change with a regional econometric input-output model. J Reg Sci 37(4):565–590CrossRef Israelevich PR, Hewings GJD, Sonis M, Schindler GR (1997) Forecasting structural change with a regional econometric input-output model. J Reg Sci 37(4):565–590CrossRef
Zurück zum Zitat Karush W (1939) Minima of functions of several variables with inequalities as side constraints. M.Sc. Dissertation. Department of Mathematics, University of Chicago, Chicago, IL Karush W (1939) Minima of functions of several variables with inequalities as side constraints. M.Sc. Dissertation. Department of Mathematics, University of Chicago, Chicago, IL
Zurück zum Zitat Kuhn HW, Tucker AW (1951) Nonlinear programming. In: Proceedings of 2nd Berkeley symposium. University of California Press, Berkeley, CA, p 481–492 Kuhn HW, Tucker AW (1951) Nonlinear programming. In: Proceedings of 2nd Berkeley symposium. University of California Press, Berkeley, CA, p 481–492
Zurück zum Zitat Kunreuther H (1967) The peculiar economics of disaster. Pap Nonmarket Decis Making 3(1):67–83 Kunreuther H (1967) The peculiar economics of disaster. Pap Nonmarket Decis Making 3(1):67–83
Zurück zum Zitat Kunreuther H, Michel-Kerjan E (2012) Policy options for reducing losses from natural disasters: Allocating $75 billion. Revised version for Copenhagen Consensus 2012 Kunreuther H, Michel-Kerjan E (2012) Policy options for reducing losses from natural disasters: Allocating $75 billion. Revised version for Copenhagen Consensus 2012
Zurück zum Zitat Lin Y-H (2010) Delivery of critical items in a disaster relief operation: centralized and distributed supply strategies. Ph.D. thesis in Industrial and Systems Engineering, The University at Buffalo, State University of New York Lin Y-H (2010) Delivery of critical items in a disaster relief operation: centralized and distributed supply strategies. Ph.D. thesis in Industrial and Systems Engineering, The University at Buffalo, State University of New York
Zurück zum Zitat Liu Z, Nagurney A (2013) Supply chain networks with global outsourcing and quickresponse production under demand and cost uncertainty. Ann Oper Res 208(1):251–289CrossRef Liu Z, Nagurney A (2013) Supply chain networks with global outsourcing and quickresponse production under demand and cost uncertainty. Ann Oper Res 208(1):251–289CrossRef
Zurück zum Zitat MacKenzie CA, Barker K (2011) Conceptualizing the broader impacts of industry preparedness strategies with a risk-based input-output model. In: Lahr M, Hubacek K (eds) Proceedings of the 19th international input-output conference. Alexandria, VA, June 13–17 MacKenzie CA, Barker K (2011) Conceptualizing the broader impacts of industry preparedness strategies with a risk-based input-output model. In: Lahr M, Hubacek K (eds) Proceedings of the 19th international input-output conference. Alexandria, VA, June 13–17
Zurück zum Zitat Mete HO, Zabinsky ZB (2010) Stochastic optimization of medical supply location and distribution in disaster management. Int J Prod Econ 126:76–84CrossRef Mete HO, Zabinsky ZB (2010) Stochastic optimization of medical supply location and distribution in disaster management. Int J Prod Econ 126:76–84CrossRef
Zurück zum Zitat Nagurney A (1999) Network economics: a variational inequality approach, 2nd and revised edn. Kluwer, Dordrecht Nagurney A (1999) Network economics: a variational inequality approach, 2nd and revised edn. Kluwer, Dordrecht
Zurück zum Zitat Nagurney A, Masoumi A (2012) Supply chain network design of a sustainable blood banking system. In: Boone T, Jayaraman V, Ganeshan R (eds) Sustainable supply chains: models, methods and public policy implications, vol 174, International series in operations research & management science. Springer, London, pp 49–70CrossRef Nagurney A, Masoumi A (2012) Supply chain network design of a sustainable blood banking system. In: Boone T, Jayaraman V, Ganeshan R (eds) Sustainable supply chains: models, methods and public policy implications, vol 174, International series in operations research & management science. Springer, London, pp 49–70CrossRef
Zurück zum Zitat Nagurney A, Qiang Q (2009) Fragile networks: identifying vulnerabilities and synergies in an uncertain world. Wiley, Hoboken, NJCrossRef Nagurney A, Qiang Q (2009) Fragile networks: identifying vulnerabilities and synergies in an uncertain world. Wiley, Hoboken, NJCrossRef
Zurück zum Zitat Nagurney A, Qiang Q (2012) Fragile networks: identifying vulnerabilities and synergies in an uncertain age. Int Trans Oper Res 19:123–160CrossRef Nagurney A, Qiang Q (2012) Fragile networks: identifying vulnerabilities and synergies in an uncertain age. Int Trans Oper Res 19:123–160CrossRef
Zurück zum Zitat Nagurney A, Ramanujam P (1996) Transportation network policy modeling with goal targets and generalized penalty functions. Transport Sci 30(1):3–13CrossRef Nagurney A, Ramanujam P (1996) Transportation network policy modeling with goal targets and generalized penalty functions. Transport Sci 30(1):3–13CrossRef
Zurück zum Zitat Nagurney A, Yu M (2014) A supply chain network game theoretic framework for timebased competition with transportation costs and product differentiation. In: Butenko S, Floudas CA, Rassias ThM (eds) Optimization in science and engineering—in honor of the 60th birthday of Panos M. Pardalos. Springer, New York, NY Nagurney A, Yu M (2014) A supply chain network game theoretic framework for timebased competition with transportation costs and product differentiation. In: Butenko S, Floudas CA, Rassias ThM (eds) Optimization in science and engineering—in honor of the 60th birthday of Panos M. Pardalos. Springer, New York, NY
Zurück zum Zitat Nagurney A, Zhang D (1996) Projected dynamical systems and variational inequalities with applications. Kluwer, Boston, MACrossRef Nagurney A, Zhang D (1996) Projected dynamical systems and variational inequalities with applications. Kluwer, Boston, MACrossRef
Zurück zum Zitat Nagurney A, Thore S, Pan J (1996) Spatial market policy modeling with goal targets. Oper Res 44(2):393–406CrossRef Nagurney A, Thore S, Pan J (1996) Spatial market policy modeling with goal targets. Oper Res 44(2):393–406CrossRef
Zurück zum Zitat Nagurney A, Yu M, Qiang Q (2011) Supply chain network design for critical needs with outsourcing. Pap Reg Sci 90(1):123–143CrossRef Nagurney A, Yu M, Qiang Q (2011) Supply chain network design for critical needs with outsourcing. Pap Reg Sci 90(1):123–143CrossRef
Zurück zum Zitat Nagurney A, Masoumi A, Yu M (2012a) Supply chain network operations management of a blood banking system with cost and risk minimization. Comput Manag Sci 9(2):205–231CrossRef Nagurney A, Masoumi A, Yu M (2012a) Supply chain network operations management of a blood banking system with cost and risk minimization. Comput Manag Sci 9(2):205–231CrossRef
Zurück zum Zitat Nagurney A, Yu M, Qiang Q (2012b) Multiproduct humanitarian healthcare supply chains: a network modeling and computational framework. In: Proceedings of the 23rd annual POMS conference, Chicago, IL Nagurney A, Yu M, Qiang Q (2012b) Multiproduct humanitarian healthcare supply chains: a network modeling and computational framework. In: Proceedings of the 23rd annual POMS conference, Chicago, IL
Zurück zum Zitat Nagurney A, Yu M, Masoumi AH, Nagurney LS (2013) Networks against time: supply chain analytics for perishable products. Springer Business + Science Media, New York, NYCrossRef Nagurney A, Yu M, Masoumi AH, Nagurney LS (2013) Networks against time: supply chain analytics for perishable products. Springer Business + Science Media, New York, NYCrossRef
Zurück zum Zitat Okuyama Y (2003) Economics of natural disasters: a critical review. Paper presented at the 50th North American meeting, regional science association international Philadelphia, Pennsylvania Okuyama Y (2003) Economics of natural disasters: a critical review. Paper presented at the 50th North American meeting, regional science association international Philadelphia, Pennsylvania
Zurück zum Zitat Okuyama Y (2004) Sequential interindustry model (SIM) and impact analysis: application for measuring economic impact of unscheduled events. In: Okuyama Y, Chang S (eds) Modeling spatial and economic impacts of disasters. Springer, HeidelbergCrossRef Okuyama Y (2004) Sequential interindustry model (SIM) and impact analysis: application for measuring economic impact of unscheduled events. In: Okuyama Y, Chang S (eds) Modeling spatial and economic impacts of disasters. Springer, HeidelbergCrossRef
Zurück zum Zitat Okuyama Y, Hewings GJD, Sonis M (1999) Economic impacts of an unscheduled, disruptive event: a Miyazawa multiplier analysis. In: Hewings GJD, Sonis M, Madden M, Kimura Y (eds) Understanding and interpreting economic structure. Springer, Heidelberg Okuyama Y, Hewings GJD, Sonis M (1999) Economic impacts of an unscheduled, disruptive event: a Miyazawa multiplier analysis. In: Hewings GJD, Sonis M, Madden M, Kimura Y (eds) Understanding and interpreting economic structure. Springer, Heidelberg
Zurück zum Zitat Oloruntoba R, Gray R (2006) Humanitarian aid: an agile supply chain? Suppl Chain Manag 11(2):115–120CrossRef Oloruntoba R, Gray R (2006) Humanitarian aid: an agile supply chain? Suppl Chain Manag 11(2):115–120CrossRef
Zurück zum Zitat Ortuño MT, Tirado G, Vitoriano B (2011) A lexicographical goal programming based decision support system for logistics of humanitarian aid. TOP 19(2):464–479CrossRef Ortuño MT, Tirado G, Vitoriano B (2011) A lexicographical goal programming based decision support system for logistics of humanitarian aid. TOP 19(2):464–479CrossRef
Zurück zum Zitat Ortuño MT, Cristóbal P, Ferrer JM, Martin-Campo FJ, Muñoz S, Tirado G, Vitoriano B (2013) Decision aid models and systems for humanitarian logistics: a survey. In: Vitoriano B, Montero J, Ruan D (eds) Decision aid models for disaster management and emergencies, vol 7, Atlantis computational intelligence systems. Springer Business + Science Media, New York, NY, pp 17–44CrossRef Ortuño MT, Cristóbal P, Ferrer JM, Martin-Campo FJ, Muñoz S, Tirado G, Vitoriano B (2013) Decision aid models and systems for humanitarian logistics: a survey. In: Vitoriano B, Montero J, Ruan D (eds) Decision aid models for disaster management and emergencies, vol 7, Atlantis computational intelligence systems. Springer Business + Science Media, New York, NY, pp 17–44CrossRef
Zurück zum Zitat Qiang Q, Nagurney A (2012) A bi-criteria indicator to assess supply chain network performance for critical needs under capacity and demand disruptions. Transport Res A 46(5):801–812 Qiang Q, Nagurney A (2012) A bi-criteria indicator to assess supply chain network performance for critical needs under capacity and demand disruptions. Transport Res A 46(5):801–812
Zurück zum Zitat Reggiani A, Nijkamp P (2009) Simplicity in complex spatial systems: introduction. In: Reggiani A, Nijkamp P (eds) Complexity and spatial networks: in search of simplicity. Springer, HeidelbergCrossRef Reggiani A, Nijkamp P (2009) Simplicity in complex spatial systems: introduction. In: Reggiani A, Nijkamp P (eds) Complexity and spatial networks: in search of simplicity. Springer, HeidelbergCrossRef
Zurück zum Zitat Rose A (2009) Economic resilience to disasters. Final report to Community and Regional Resilience Institute, CARRII Research Report 8, Oak Ridge National Lab, Tennessee Rose A (2009) Economic resilience to disasters. Final report to Community and Regional Resilience Institute, CARRII Research Report 8, Oak Ridge National Lab, Tennessee
Zurück zum Zitat Rose A, Liao S-Y (2005) Modeling regional economics resilience to disasters: a computable general equilibrium analysis of water service disruptions. J Reg Sci 45(1):75–112CrossRef Rose A, Liao S-Y (2005) Modeling regional economics resilience to disasters: a computable general equilibrium analysis of water service disruptions. J Reg Sci 45(1):75–112CrossRef
Zurück zum Zitat Rose A, Benavides J, Chang SE, Szczesniak P, Lim D (1997) The regional economic impact of an earthquake: direct and indirect effects of electricity lifeline disruptions. J Reg Sci 37(3):437–458CrossRef Rose A, Benavides J, Chang SE, Szczesniak P, Lim D (1997) The regional economic impact of an earthquake: direct and indirect effects of electricity lifeline disruptions. J Reg Sci 37(3):437–458CrossRef
Zurück zum Zitat Rottkemper B, Fischer K, Blecken A (2012) A transshipment model for distribution and inventory relocation under uncertainty in humanitarian operations. Socioecon Plann Sci 46:98–109CrossRef Rottkemper B, Fischer K, Blecken A (2012) A transshipment model for distribution and inventory relocation under uncertainty in humanitarian operations. Socioecon Plann Sci 46:98–109CrossRef
Zurück zum Zitat Schultz C, Koenig K, Noji E (1996) A medical disaster response to reduce immediate mortality after an earthquake. N Engl J Med 334:438–444CrossRef Schultz C, Koenig K, Noji E (1996) A medical disaster response to reduce immediate mortality after an earthquake. N Engl J Med 334:438–444CrossRef
Zurück zum Zitat Sheu J-B (2010) Dynamic relief-demand management for emergency logistics operations under large-scale disasters. Transport Res E 46:1–17CrossRef Sheu J-B (2010) Dynamic relief-demand management for emergency logistics operations under large-scale disasters. Transport Res E 46:1–17CrossRef
Zurück zum Zitat Simpson N, Hancock P (2009) The incident commander’s problem: resource allocation in the context of emergency response. Int J Serv Sci 2(2):102–124 Simpson N, Hancock P (2009) The incident commander’s problem: resource allocation in the context of emergency response. Int J Serv Sci 2(2):102–124
Zurück zum Zitat Tomasini R, Van Wassenhove L (2009) Humanitarian logistics. Palgrave Macmillan, BasingstokeCrossRef Tomasini R, Van Wassenhove L (2009) Humanitarian logistics. Palgrave Macmillan, BasingstokeCrossRef
Zurück zum Zitat Tzeng G-H, Cheng H-J, Huang T (2007) Multi-objective optimal planning for designing relief delivery systems. Transport Res E 43(6):673–686CrossRef Tzeng G-H, Cheng H-J, Huang T (2007) Multi-objective optimal planning for designing relief delivery systems. Transport Res E 43(6):673–686CrossRef
Zurück zum Zitat UNHCR (2007) United Nations High Commissioner for Refugees UNHCR Handbook for emergencies, 3rd edn UNHCR (2007) United Nations High Commissioner for Refugees UNHCR Handbook for emergencies, 3rd edn
Zurück zum Zitat USAID (2005) United States Agency for International Development, Office of Foreign Disaster Assistance, Field operations guide for disaster assessment and response, Version 4.0 USAID (2005) United States Agency for International Development, Office of Foreign Disaster Assistance, Field operations guide for disaster assessment and response, Version 4.0
Zurück zum Zitat Vitoriano B, Ortuño M, Tirado G, Montero M (2011) A multi-criteria optimization model for humanitarian aid distribution. J Global Optim 51:189–208CrossRef Vitoriano B, Ortuño M, Tirado G, Montero M (2011) A multi-criteria optimization model for humanitarian aid distribution. J Global Optim 51:189–208CrossRef
Zurück zum Zitat Vitoriano B, Montero J, Ruan D (eds) (2013) Decision aid models for disaster management and emergencies, vol 7, Atlantis computational intelligence systems. Springer Business + Science Media, New York, NY Vitoriano B, Montero J, Ruan D (eds) (2013) Decision aid models for disaster management and emergencies, vol 7, Atlantis computational intelligence systems. Springer Business + Science Media, New York, NY
Zurück zum Zitat Walton R, Mays R, Haselkorn M (2011) Defining “fast”: factors affecting the experience of speed in humanitarian logistics. In: Proceedings of the 8th International ISCRAM Conference, May, Lisbon, Portugal Walton R, Mays R, Haselkorn M (2011) Defining “fast”: factors affecting the experience of speed in humanitarian logistics. In: Proceedings of the 8th International ISCRAM Conference, May, Lisbon, Portugal
Zurück zum Zitat West CT, Lenze DG (1994) Modeling the regional impact of natural disaster and recovery: a general framework and an application to Hurricane Andres. Int Reg Sci Rev 17(2):121–150CrossRef West CT, Lenze DG (1994) Modeling the regional impact of natural disaster and recovery: a general framework and an application to Hurricane Andres. Int Reg Sci Rev 17(2):121–150CrossRef
Zurück zum Zitat Zhenling L (2009) Integrated supply chains of the natural disaster relief substances. International Conference on Management and Service Science (Mass’09), Wuhan, China Zhenling L (2009) Integrated supply chains of the natural disaster relief substances. International Conference on Management and Service Science (Mass’09), Wuhan, China
Metadaten
Titel
An Integrated Disaster Relief Supply Chain Network Model with Time Targets and Demand Uncertainty
verfasst von
Anna Nagurney
Amir H. Masoumi
Min Yu
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-07305-7_15