Skip to main content

2020 | OriginalPaper | Buchkapitel

A Comparative Study of Multiple Objectives for Disaster Relief Logistics

verfasst von : Esra Agca Aktunc, Mahdi Samarah

Erschienen in: Industrial Engineering in the Digital Disruption Era

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Disaster relief logistics is a critical part of humanitarian emergency operations. In this study, we develop integer programming models with a focus on the pre-disaster location selection for depots in which relief items would be stored and the post-disaster distribution of relief items to demand locations. The goal is to determine the optimal depot locations and depot-demand node allocations by minimizing the total transportation cost of delivering relief items. We incorporate performance measures that represent the efficiency, efficacy, and equity of the decisions in our models in terms of total transportation cost, total waiting time, and percent of unmet demand, respectively. We consider the uncertainties that would affect the decisions made in terms of demand and transportation times in our case study by analyzing the results under various scenarios. We provide observations regarding the performance of different objectives under different scenarios for demand and transportation network conditions.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Altay N, Green WG (2006) OR/MS research in disaster operations management. Eur J Oper Res 175(1):475–493CrossRefMATH Altay N, Green WG (2006) OR/MS research in disaster operations management. Eur J Oper Res 175(1):475–493CrossRefMATH
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):43–53CrossRefMATH Barbarosoglu G, Arda Y (2004) A two-stage stochastic programming framework for transportation planning in disaster response. J Oper Res Soc 55(1):43–53CrossRefMATH
Zurück zum Zitat Beamon BM, Balcik B (2008) Performance measurement in humanitarian relief chains. Int J Public Sect Manag 21(1):4–25CrossRef Beamon BM, Balcik B (2008) Performance measurement in humanitarian relief chains. Int J Public Sect Manag 21(1):4–25CrossRef
Zurück zum Zitat Boonmee C, Arimura M, Asada T (2017) Facility location optimization model for emergency humanitarian logistics. Int J Disaster Risk Reduct 24:485–498CrossRef Boonmee C, Arimura M, Asada T (2017) Facility location optimization model for emergency humanitarian logistics. Int J Disaster Risk Reduct 24:485–498CrossRef
Zurück zum Zitat Chiandussi G, Codegone M, Ferrero S, Varesio FE (2012) Comparison of multi-objective optimization methodologies for engineering applications. Comput Math Appl 63(5):912–942MathSciNetCrossRefMATH Chiandussi G, Codegone M, Ferrero S, Varesio FE (2012) Comparison of multi-objective optimization methodologies for engineering applications. Comput Math Appl 63(5):912–942MathSciNetCrossRefMATH
Zurück zum Zitat de la Torre LE, Dolinskaya IS, Smilowitz KR (2012) Disaster relief routing: integrating research and practice. Socio-Econ Plan Sci 46(1):88–97CrossRef de la Torre LE, Dolinskaya IS, Smilowitz KR (2012) Disaster relief routing: integrating research and practice. Socio-Econ Plan Sci 46(1):88–97CrossRef
Zurück zum Zitat Ferrer JM, Martin-Campo FJ, Ortuño MT, Pedraza-Matinez AJ, Tirado G, Vitoriano B (2018) Multi-criteria optimization for last mile distribution of disaster relief aid: test cases and applications. Eur J Oper Res 269:501–515CrossRefMATH Ferrer JM, Martin-Campo FJ, Ortuño MT, Pedraza-Matinez AJ, Tirado G, Vitoriano B (2018) Multi-criteria optimization for last mile distribution of disaster relief aid: test cases and applications. Eur J Oper Res 269:501–515CrossRefMATH
Zurück zum Zitat Galindo G, Batta R (2013) Review of recent developments in OR/MS research in disaster operations management. Eur J Oper Res 230(2):201–211CrossRef Galindo G, Batta R (2013) Review of recent developments in OR/MS research in disaster operations management. Eur J Oper Res 230(2):201–211CrossRef
Zurück zum Zitat Gonçalves P, Leiras A, Chawaguta B, Yoshizaki H (2013) Stochastic optimization for humanitarian aid supply and distribution of World Food Programme (WFP) in Ethiopia. In: 24th annual conference of the production and operations management society, pp 1–10 Gonçalves P, Leiras A, Chawaguta B, Yoshizaki H (2013) Stochastic optimization for humanitarian aid supply and distribution of World Food Programme (WFP) in Ethiopia. In: 24th annual conference of the production and operations management society, pp 1–10
Zurück zum Zitat Gralla E, Goentzel J, Fine C (2014) Assessing trade-offs among multiple objectives for humanitarian aid delivery using expert preferences. Prod Oper Manag 23(6):978–989CrossRef Gralla E, Goentzel J, Fine C (2014) Assessing trade-offs among multiple objectives for humanitarian aid delivery using expert preferences. Prod Oper Manag 23(6):978–989CrossRef
Zurück zum Zitat Huang K, Jiang Y, Yuan Y, Zhao L (2015) Modeling multiple humanitarian objectives in emergency response to large-scale disasters. Transp Res Part E Logist Transp Rev 75:1–17CrossRef Huang K, Jiang Y, Yuan Y, Zhao L (2015) Modeling multiple humanitarian objectives in emergency response to large-scale disasters. Transp Res Part E Logist Transp Rev 75:1–17CrossRef
Zurück zum Zitat Huang M, Smilowitz K, Balcik B (2012) Models for relief routing: equity, efficiency and efficacy. Transp Res Part E Logist Transp Rev 48:2–18CrossRef Huang M, Smilowitz K, Balcik B (2012) Models for relief routing: equity, efficiency and efficacy. Transp Res Part E Logist Transp Rev 48:2–18CrossRef
Zurück zum Zitat Mete HO, Zabinsky ZB (2010) Stochastic optimization of medical supply location and distribution in disaster management. Int J Prod Econ 126(1):76–84CrossRef Mete HO, Zabinsky ZB (2010) Stochastic optimization of medical supply location and distribution in disaster management. Int J Prod Econ 126(1):76–84CrossRef
Zurück zum Zitat Noyan N, Balcik B, Atakan S (2015) A stochastic optimization model for designing last mile relief networks. Transp Sci 50(3):1092–1113CrossRef Noyan N, Balcik B, Atakan S (2015) A stochastic optimization model for designing last mile relief networks. Transp Sci 50(3):1092–1113CrossRef
Zurück zum Zitat Ransikarbum K, Mason SJ (2016) Multiple-objective analysis of integrated relief supply and network restoration in humanitarian logistics operations. Int J Prod Res 54(1):49–68CrossRef Ransikarbum K, Mason SJ (2016) Multiple-objective analysis of integrated relief supply and network restoration in humanitarian logistics operations. Int J Prod Res 54(1):49–68CrossRef
Zurück zum Zitat Rawls CG, Turnquist MA (2010) Pre-positioning of emergency supplies for disaster response. Transp Res Part B Methodol 44(4):521–534CrossRef Rawls CG, Turnquist MA (2010) Pre-positioning of emergency supplies for disaster response. Transp Res Part B Methodol 44(4):521–534CrossRef
Zurück zum Zitat The Sphere Project (2018) The sphere project: humanitarian charter and minimum standards in disaster response, 4th edn. The Sphere Project, Geneva, Switzerland The Sphere Project (2018) The sphere project: humanitarian charter and minimum standards in disaster response, 4th edn. The Sphere Project, Geneva, Switzerland
Zurück zum Zitat Tzeng GH, Cheng HJ, Huang TD (2007) Multi-objective optimal planning for designing relief delivery systems. Transp Res Part E Logist Transp Rev 43:673–686CrossRef Tzeng GH, Cheng HJ, Huang TD (2007) Multi-objective optimal planning for designing relief delivery systems. Transp Res Part E Logist Transp Rev 43:673–686CrossRef
Zurück zum Zitat Zhan S, Liu N, Ye Y (2014) Coordinating efficiency and equity in disaster relief logistics via information updates. Int J Syst Sci 45(8):1607–1621MathSciNetCrossRefMATH Zhan S, Liu N, Ye Y (2014) Coordinating efficiency and equity in disaster relief logistics via information updates. Int J Syst Sci 45(8):1607–1621MathSciNetCrossRefMATH
Metadaten
Titel
A Comparative Study of Multiple Objectives for Disaster Relief Logistics
verfasst von
Esra Agca Aktunc
Mahdi Samarah
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-42416-9_2

Premium Partner