Skip to main content
Top

2018 | OriginalPaper | Chapter

An Intelligent Multi-agent System Using Fuzzy Analytic Hierarchy Process and Axiomatic Design as a Decision Support Method for Refugee Settlement Siting

Authors : Maria Drakaki, Hacer Güner Gören, Panagiotis Tzionas

Published in: Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Crises and disasters of recent years are complex and occasionally interrelated phenomena, which require complex decision making for effective humanitarian relief operations provision. Moreover, coordination is needed between different humanitarian actors as decision makers. Massive refugee and migrant arrivals in Greece since 2014, mainly a result of a refugee crisis, require complex humanitarian supply chain management and logistics operations. In this paper, refugee settlement site planning decision making process is addressed with an intelligent multi-agent system (MAS) modeling approach. The MAS uses two multi-criteria decision making (MCDM) methods: fuzzy analytic hierarchy process (FAHP) to determine the weights of criteria and fuzzy axiomatic design approach extended with risk factors (RFAD) to rank alternative sites for refugee settlement. The proposed method will be applied to evaluate currently operating temporary accommodation sites in Greece.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
2.
go back to reference Moore, B.: Refugee settlements and sustainable planning. Forced Migr. Rev. 55, 5–7 (2017) Moore, B.: Refugee settlements and sustainable planning. Forced Migr. Rev. 55, 5–7 (2017)
5.
go back to reference Çetinkaya, C., Özceylan, E., Erbaş, M., Kabak, M.: GIS-based fuzzy MCDA approach for siting refugee camp: a case study for southeastern Turkey. Int. J. Disaster Risk Reduction 18, 218–231 (2016)CrossRef Çetinkaya, C., Özceylan, E., Erbaş, M., Kabak, M.: GIS-based fuzzy MCDA approach for siting refugee camp: a case study for southeastern Turkey. Int. J. Disaster Risk Reduction 18, 218–231 (2016)CrossRef
6.
go back to reference Beamon, B.M., Kotleba, S.A.: Inventory modelling for complex emergencies in humanitarian relief operations. Int. J. Logistics Res. Appl. 9(1), 1–18 (2006)CrossRef Beamon, B.M., Kotleba, S.A.: Inventory modelling for complex emergencies in humanitarian relief operations. Int. J. Logistics Res. Appl. 9(1), 1–18 (2006)CrossRef
7.
go back to reference Terne, M., Karlsson, J., Gustafsson, C.: The diversity of data needed to drive design. Forced Migr. Rev. 55, 25–26 (2017) Terne, M., Karlsson, J., Gustafsson, C.: The diversity of data needed to drive design. Forced Migr. Rev. 55, 25–26 (2017)
8.
go back to reference Wain, J.F.: Shelter for refugees arriving in Greece. Forced Migr. Rev. 55, 20–22 (2017). 2015–17 Wain, J.F.: Shelter for refugees arriving in Greece. Forced Migr. Rev. 55, 20–22 (2017). 2015–17
9.
go back to reference Gutjahr, W.J., Nolz, P.C.: Multicriteria optimization in humanitarian aid. Eur. J. Oper. Res. 252, 351–366 (2016)CrossRef Gutjahr, W.J., Nolz, P.C.: Multicriteria optimization in humanitarian aid. Eur. J. Oper. Res. 252, 351–366 (2016)CrossRef
10.
go back to reference Gören, H.G., Kulak, O.: A new fuzzy multi-criteria decision making approach: extended hierarchical fuzzy axiomatic design approach with risk factors. In: Dargam, F., et al. (eds.) Decision Support Systems III - Impact of Decision Support Systems for Global Environments. LNBIP, vol. 184, pp. 141–156. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-319-11364-7_13CrossRef Gören, H.G., Kulak, O.: A new fuzzy multi-criteria decision making approach: extended hierarchical fuzzy axiomatic design approach with risk factors. In: Dargam, F., et al. (eds.) Decision Support Systems III - Impact of Decision Support Systems for Global Environments. LNBIP, vol. 184, pp. 141–156. Springer, Heidelberg (2014). https://​doi.​org/​10.​1007/​978-3-319-11364-7_​13CrossRef
11.
go back to reference Wooldridge, M., Jennings, N.R.: Intelligent agents: theory and practice. Knowl. Eng. Rev. 10, 115–152 (1995)CrossRef Wooldridge, M., Jennings, N.R.: Intelligent agents: theory and practice. Knowl. Eng. Rev. 10, 115–152 (1995)CrossRef
12.
go back to reference Leitao, P.: Agent-based distributed manufacturing control: a state-of-the-art survey. Eng. Appl. Artif. Intell. 22, 979–991 (2009)CrossRef Leitao, P.: Agent-based distributed manufacturing control: a state-of-the-art survey. Eng. Appl. Artif. Intell. 22, 979–991 (2009)CrossRef
13.
go back to reference Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-agent Systems with JADE, vol. 7. Wiley, Hoboken (2007)CrossRef Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-agent Systems with JADE, vol. 7. Wiley, Hoboken (2007)CrossRef
14.
go back to reference Drakaki, M., Karnavas, Y.L., Chasiotis, I.D., Tzionas, P.: An intelligent multi-agent system framework for fault diagnosis of squirrel-cage induction motor broken bars. In: Świątek, J., Borzemski, L., Wilimowska, Z. (eds.) ISAT 2017. AISC, vol. 656, pp. 80–89. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-67229-8_8CrossRef Drakaki, M., Karnavas, Y.L., Chasiotis, I.D., Tzionas, P.: An intelligent multi-agent system framework for fault diagnosis of squirrel-cage induction motor broken bars. In: Świątek, J., Borzemski, L., Wilimowska, Z. (eds.) ISAT 2017. AISC, vol. 656, pp. 80–89. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-67229-8_​8CrossRef
15.
go back to reference Dou, C.X., Wang, W.Q., Hao, D.W., Li, X.B.: MAS-based solution to energy management strategy of distributed generation system. Electr. Power Energy Syst. 69, 354–366 (2015)CrossRef Dou, C.X., Wang, W.Q., Hao, D.W., Li, X.B.: MAS-based solution to energy management strategy of distributed generation system. Electr. Power Energy Syst. 69, 354–366 (2015)CrossRef
16.
go back to reference Narayanaswami, S., Rangaraj, N.: A MAS architecture for dynamic, realtime rescheduling and learning applied to railway transportation. Expert Syst. Appl. Int. J. Arch. 42(5), 2638–2656 (2015)CrossRef Narayanaswami, S., Rangaraj, N.: A MAS architecture for dynamic, realtime rescheduling and learning applied to railway transportation. Expert Syst. Appl. Int. J. Arch. 42(5), 2638–2656 (2015)CrossRef
17.
go back to reference Edrissi, A., Poorzahedy, H., Nassiri, H., Nourinejad, M.: A multi-agent optimization formulation of earthquake disaster prevention and management. Eur. J. Oper. Res. 229, 261–275 (2013)CrossRef Edrissi, A., Poorzahedy, H., Nassiri, H., Nourinejad, M.: A multi-agent optimization formulation of earthquake disaster prevention and management. Eur. J. Oper. Res. 229, 261–275 (2013)CrossRef
18.
go back to reference Boutkhoum, O., Hanine, M., Agouti, T., Tikniouine, A.: Multi-agent based modeling using multi-criteria decision analysis and OLAP system for decision support problems. World Acad. Sci. Eng. Technol. Int. J. Comput. Inf. Eng. 9(12), 2553–2560 (2015) Boutkhoum, O., Hanine, M., Agouti, T., Tikniouine, A.: Multi-agent based modeling using multi-criteria decision analysis and OLAP system for decision support problems. World Acad. Sci. Eng. Technol. Int. J. Comput. Inf. Eng. 9(12), 2553–2560 (2015)
19.
go back to reference Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980) Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)
20.
go back to reference Chang, D.Y.: Applications of extent analysis method on fuzzy AHP. Eur. J. Oper. Res. 95(3), 649–655 (1996)CrossRef Chang, D.Y.: Applications of extent analysis method on fuzzy AHP. Eur. J. Oper. Res. 95(3), 649–655 (1996)CrossRef
Metadata
Title
An Intelligent Multi-agent System Using Fuzzy Analytic Hierarchy Process and Axiomatic Design as a Decision Support Method for Refugee Settlement Siting
Authors
Maria Drakaki
Hacer Güner Gören
Panagiotis Tzionas
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-90315-6_2

Premium Partner