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A multi-criteria optimization model for humanitarian aid distribution

机译:人道主义援助分配的多标准优化模型

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摘要

Natural disasters are phenomenons which strike countries all around the world. Sometimes, either by the intensity of the phenomenon or the vulnerability of the country, help is requested from the rest of the world and relief organizations respond by delivering basic aid to those in need. Humanitarian logistics is a critical factor in managing relief operations and, in general, there is a lack of attention on the development of mathematical models and solution algorithms for strategic and tactical decisions in this area. We acknowledge that in humanitarian logistics traditional cost minimizing measures are not central, and postulate that other performance measures such as time of response, equity of the distribution or reliability and security of the operation routes become more relevant. In this paper several criteria for an aid distribution problem are proposed and a multi-criteria optimization model dealing with all these aspects is developed. This model is the core of a decision support system under development to assist organizations in charge of the distribution of humanitarian aid. Once the proposed criteria and the model are described, an illustrative case study based on the 2010 Haiti catastrophic earthquake is presented, showing the usefulness of the proposal.
机译:自然灾害是袭击世界各国的现象。有时,由于现象的严重性或国家的脆弱性,世界其他地方都需要帮助,而救济组织则通过向有需要的人提供基本援助来作出回应。人道主义后勤是管理救灾行动的关键因素,总的来说,人们缺乏对这一领域战略和战术决策的数学模型和求解算法的开发的关注。我们承认,在人道主义后勤中,传统的成本最小化措施并不是中心,而假定其他绩效指标,例如响应时间,分配公平性或运营路线的可靠性和安全性,则变得更加重要。本文提出了一些援助分配问题的准则,并建立了一个处理所有这些方面的多准则优化模型。该模型是正在开发的决策支持系统的核心,该系统将协助负责人道主义援助分配的组织。描述了拟议的标准和模型后,将基于2010年海地特大地震进行说明性案例研究,从而表明该建议的实用性。

著录项

  • 来源
    《Journal of Global Optimization》 |2011年第2期|p.189-208|共20页
  • 作者单位

    Department of Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain;

    Department of Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain;

    Department of Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain;

    Department of Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain;

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

    humanitarian logistics; distribution models; goal programming;

    机译:人道主义后勤;分配模型;目标规划;

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