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Development of a Fuzzy-Queue-Based Interval Linear Programming Model for Municipal Solid Waste Management

机译:基于模糊队列的城市生活垃圾管理区间线性规划模型的开发

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In this study, a fuzzy-queue-based interval linear programming (FQ-ILP) model was first developed throughnintroducing FQ model into an ILP framework. The FQ-ILP model can not only address system uncertaintiesnwith complex presentations, but also reflect the influence of FQ in decision-making problems. Moreover,nit can be used for analyzing various policy scenarios that are associated with different waiting costs, fuzzynwaiting times, and different operation costs. The method has been applied to a typical case study areanfor long-term municipal solid waste management planning. Interval solutions associated with fuzzy arrivalnrate, fuzzy service rate, and different waiting costs have been generated. They can be further usednfor generating decision alternatives and thus help waste managers to identify desired policies under variousnenvironmental, economic, and fuzzy queuing problems. Compared with the conventional optimizationnmethods, the developed FQ-ILP model can more actually reflect the complexity of municipal solidnwaste management systems and provide more useful information for decision makers under uncertainty,nresulting in increased system robustness. Results also suggest that the proposed method is applicablento other environment problems that involve uncertainties presented in multiple formats in the queuingnmodels.
机译:在这项研究中,首先通过将FQ模型引入ILP框架来开发基于模糊队列的区间线性规划(FQ-ILP)模型。 FQ-ILP模型不仅可以通过复杂的表述来解决系统的不确定性,而且可以反映FQ在决策问题中的影响。此外,nit可用于分析与不同的等待成本,模糊的等待时间和不同的运营成本相关的各种策略方案。该方法已应用于长期城市固体废物管理规划的典型案例研究。已经生成了与模糊到达率,模糊服务率和不同等待成本相关的时间间隔解决方案。它们可以进一步用于生成决策选择方案,从而帮助废物管理者在各种环境,经济和模糊排队问题下确定所需的策略。与传统的优化方法相比,改进后的FQ-ILP模型可以更真实地反映城市固体废物管理系统的复杂性,为不确定性决策者提供更多有用的信息,从而提高系统的鲁棒性。结果还表明,该方法适用于其他环境问题,这些问题涉及排队模型中以多种格式表示的不确定性。

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