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

机译:使用DecernsMCDA进行多标准风险管理:方法和案例研究

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摘要

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 radio-logically contaminated sites.
机译:风险管理,环境保护和土地利用规划方面的新挑战要求利益相关者价值观和专家判断力的整合。高不确定性情况下的决策过程可以通过使用决策支持系统(DSS)来辅助。这种DSS通常基于用于空间数据表示(GIS)和环境模型的工具,这些工具使用多标准决策分析(MCDA)进行了集成。本文介绍了DecernsMCDA在同一用户界面上实施所有主要类型的多准则方法和工具(AHP,MAUT,Outranking)。除了提供测试与选择特定MCDA算法相关的模型不确定性的能力外,DecernsMCDA还基于概率方法和模糊集实施了用于参数不确定性分析的新算法。本文说明了DecernsMCDA在选择受放射污染的地点进行补救的替代方法中的应用。

著录项

  • 来源
    《The environmentalist》 |2016年第3期|266-276|共11页
  • 作者单位

    National Research Nuclear University MEPHI (IATE NRNU MEPHI), Obninsk, Moscow, Russian Federation,Information Systems Department, IATE NRNU MEPHI, Sudgorodok 1, Obninsk, Russian Federation;

    National Research Nuclear University MEPHI (IATE NRNU MEPHI), Obninsk, Moscow, Russian Federation,IT Laboratory, IATE NRNU MEPHI, Sudgorodok 1, Obninsk, Russian Federation;

    Environmental Research and Technology Division, Brookhaven National Laboratory (BNL), Upton, NY, USA;

    University of Michigan School of Public Health, Ann Arbor, MI, USA;

    U.S. Army Engineer Research and Development Center, 696 Virginia Rd, Concord, MA 01742, USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Risk management; Multi-criteria decision analysis; Decision support system; MCDA software; Uncertainty analysis;

    机译:风险管理;多标准决策分析;决策支持系统;MCDA软件;不确定度分析;

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