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Solid waste management under uncertainty: a generalized fuzzy linear programming approach

机译:不确定性下的固体废物管理:广义模糊线性规划方法

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摘要

In this study, a generalized fuzzy linear programming (GFLP) method is developed to identify optimal waste-flow-allocation schemes under uncertainty. A stepwise interactive algorithm (SIA) is advanced to solve the GFLP model and generate solutions expressed as fuzzy sets. This solution method can handle fuzzy sets with known membership functions, regardless of the shapes of these functions. Moreover, solutions expressed as fuzzy sets can also be obtained through SIA. The developed method is applied to a case study of waste allocation planning problem under uncertainty. The results indicate that reasonable solutions can be obtained for planning waste allocation practices. Compared with interval solutions derived from interval linear programming method, the fuzzy solutions obtained through GFLP can provide more information. Therefore, the decision-makers can make tradeoffs between system stability and plausibility and thus identify desired policies for solid waste planning under uncertainty.
机译:在这项研究中,开发了一种通用的模糊线性规划(GFLP)方法来确定不确定性下的最佳废物流分配方案。提出了一种逐步交互式算法(SIA),用于求解GFLP模型并生成表示为模糊集的解决方案。此解决方案方法可以处理具有已知隶属函数的模糊集,而与这些函数的形状无关。此外,还可以通过SIA获得表示为模糊集的解。将该方法应用于不确定条件下的废物分配规划问题的案例研究。结果表明,可以为规划废物分配实践获得合理的解决方案。与从区间线性规划方法得到的区间解相比,通过GFLP获得的模糊解可以提供更多的信息。因此,决策者可以在系统稳定性和合理性之间进行权衡,从而为不确定性下的固体废物规划确定所需的策略。

著录项

  • 来源
    《Civil Engineering and Environmental Systems》 |2014年第4期|331-346|共16页
  • 作者单位

    Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S0A2;

    Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S0A2,Sino-Canada Resources and Environmental Research Academy, North China Electric Power University, Beijing 102206,People's Republic of China;

    Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S0A2;

    Sino-Canada Resources and Environmental Research Academy, North China Electric Power University, Beijing 102206,People's Republic of China,College of Urban Construction, Hebei University of Engineering, Handan, Hebei 056038, China;

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

    decision-making; fuzzy programming; fuzzy sets; solid waste management; uncertainty;

    机译:做决定;模糊规划模糊集固体废物管理;不确定;

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