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Multi-criteria risk management with the use of DecernsMCDA: methods and case studies

Author

Listed:
  • Boris Yatsalo

    (National Research Nuclear University MEPHI (IATE NRNU MEPHI)
    IATE NRNU MEPHI)

  • Sergey Gritsyuk

    (National Research Nuclear University MEPHI (IATE NRNU MEPHI)
    IATE NRNU MEPHI)

  • Terry Sullivan

    (Brookhaven National Laboratory (BNL))

  • Benjamin Trump

    (University of Michigan School of Public Health)

  • Igor Linkov

    (U.S. Army Engineer Research and Development Center)

Abstract

Emerging challenges of risk management, environmental protection, and land-use planning requires integration of stakeholder values and expert judgment. The process of decision making in situation of high uncertainty can be assisted through the use of decision support systems (DSSs). Such DSSs are often based on tools for spatial data representation (GIS) and environmental models that are integrated using multi-criteria decision analysis (MCDA). This paper presents DecernsMCDA implementing all major types of multi-criteria methods and tools (AHP, MAUT, Outranking) under the same user interface. In addition to providing ability for testing model uncertainty associated with selection of specific MCDA algorithms, DecernsMCDA implements new algorithms for parameter uncertainty analysis based on probabilistic approaches and fuzzy sets. The paper illustrates application of DecernsMCDA for selecting remedial alternative at radiologically contaminated sites.

Suggested Citation

  • Boris Yatsalo & Sergey Gritsyuk & Terry Sullivan & Benjamin Trump & Igor Linkov, 2016. "Multi-criteria risk management with the use of DecernsMCDA: methods and case studies," Environment Systems and Decisions, Springer, vol. 36(3), pages 266-276, September.
    • Handle: RePEc:spr:envsyd:v:36:y:2016:i:3:d:10.1007_s10669-016-9598-1
    DOI: 10.1007/s10669-016-9598-1
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    References listed on IDEAS

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    1. JosÉ Figueira & Salvatore Greco & Matthias Ehrogott, 2005. "Multiple Criteria Decision Analysis: State of the Art Surveys," International Series in Operations Research and Management Science, Springer, number 978-0-387-23081-8, July-Dece.
    2. B. Yatsalo & V. Didenko & A. Tkachuk & G. Gritsyuk & O. Mirzeabasov & V. Slipenkaya & A. Babutski & I. Pichugina & T. Sullivan & I. Linkov, 2010. "Multi-Criteria Spatial Decision Support System DECERNS: Application to Land Use Planning," International Journal of Information Systems and Social Change (IJISSC), IGI Global, vol. 1(1), pages 11-30, January.
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    1. A. Psomas & I. Vryzidis & A. Spyridakos & M. Mimikou, 2021. "MCDA approach for agricultural water management in the context of water–energy–land–food nexus," Operational Research, Springer, vol. 21(1), pages 689-723, March.
    2. Marco Cinelli & Matteo Spada & Wansub Kim & Yiwen Zhang & Peter Burgherr, 2021. "MCDA Index Tool: an interactive software to develop indices and rankings," Environment Systems and Decisions, Springer, vol. 41(1), pages 82-109, March.
    3. Paritosh C. Deshpande & Cecilia Haskins, 2021. "Application of Systems Engineering and Sustainable Development Goals towards Sustainable Management of Fishing Gear Resources in Norway," Sustainability, MDPI, vol. 13(9), pages 1-18, April.
    4. Huai-Wei Lo & Chao-Che Hsu & Chun-Nen Huang & James J. H. Liou, 2021. "An ITARA-TOPSIS Based Integrated Assessment Model to Identify Potential Product and System Risks," Mathematics, MDPI, vol. 9(3), pages 1-17, January.
    5. Zachary A. Collier & James H. Lambert & Igor Linkov, 2016. "Latest journal news and introduction to the September issue of environment systems and decisions," Environment Systems and Decisions, Springer, vol. 36(3), pages 223-224, September.
    6. Mohamed Amir Keskes & Alaeddine Zouari & Remy Houssin & Diala Dhouib & Jean Renaud, 2024. "A new multi-criteria, multi-phase, and multi-decision makers’ approach to the agricultural sustainability problem," Environment Systems and Decisions, Springer, vol. 44(2), pages 433-455, June.
    7. Georgios K. Vasios & Andreas Y. Troumbis & Yiannis Zevgolis & Maria N. Hatziantoniou & Marios F. Balis, 2019. "Environmental choices in the era of ecological modernization: siting of common interest facilities as a multi-alternative decision field problem in insular setups," Environment Systems and Decisions, Springer, vol. 39(1), pages 49-64, March.
    8. Ioannis Kougkoulos & M. Selim Cakir & Nathan Kunz & Doreen S. Boyd & Alexander Trautrims & Kornilia Hatzinikolaou & Stefan Gold, 2021. "A Multi‐Method Approach to Prioritize Locations of Labor Exploitation for Ground‐Based Interventions," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4396-4411, December.
    9. Igor Linkov & Benjamin D. Trump & Elke Anklam & David Berube & Patrick Boisseasu & Christopher Cummings & Scott Ferson & Marie-Valentine Florin & Bernard Goldstein & Danail Hristozov & Keld Alstrup Je, 2018. "Comparative, collaborative, and integrative risk governance for emerging technologies," Environment Systems and Decisions, Springer, vol. 38(2), pages 170-176, June.

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