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An algorithm for the optimal collection of wet waste

机译:优化收集湿废物的算法

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摘要

This work refers to the development of an approach for planning wet waste (food waste and other) collection at a metropolitan scale. Some specific modeling features distinguish this specific waste collection problem from the other ones. For instance, there may be significant differences as regards the values of the parameters (such as weight and volume) characterizing the various collection points. As it happens for classical waste collection planning, even in the case of wet waste, one has to deal with difficult combinatorial problems, where the determination of an optimal solution may require a very large computational effort, in the case of problem instances having a noticeable dimensionality. For this reason, in this work, a heuristic procedure for the optimal planning of wet waste is developed and applied to problem instances drawn from a real case study. The performances that can be obtained by applying such a procedure are evaluated by a comparison with those obtainable via a general-purpose mathematical programming software package, as well as those obtained by applying very simple decision rules commonly used in practice. The considered case study consists in an area corresponding to the historical center of the Municipality of Genoa.
机译:这项工作是指开发一种在城市范围内计划湿垃圾(食物垃圾和其他)收集的方法。一些特定的建模功能可将这种特定的废物收集问题与其他废物区别对待。例如,在表征各个收集点的参数值(例如重量和体积)方面可能存在重大差异。在经典的废物收集计划中,即使是在湿废物的情况下,也必须处理困难的组合问题,在这种情况下,确定最佳解决方案可能需要非常大的计算量,而在有问题的情况下维度。因此,在这项工作中,开发了一种湿式废料最佳计划的启发式程序,并将其应用于从实际案例研究中得出的问题实例。通过与通过通用数学编程软件包可获得的性能进行比较,以及通过应用实践中通常使用的非常简单的决策规则获得的性能进行比较,可以评估通过应用此过程可获得的性能。所考虑的案例研究位于与热那亚市历史中心相对应的区域。

著录项

  • 来源
    《Waste Management》 |2016年第2期|56-63|共8页
  • 作者单位

    Department of Informatics, Bioengineering, Robotics and Systems Engineering - DIBRIS, Via Opera Pia 13, I-16145 Genova, Italy;

    Department of Informatics, Bioengineering, Robotics and Systems Engineering - DIBRIS, Via Opera Pia 13, I-16145 Genova, Italy;

    Department of Informatics, Bioengineering, Robotics and Systems Engineering - DIBRIS, Via Opera Pia 13, I-16145 Genova, Italy,University of Genoa, DIBRIS - Department of Computer Science, Bioengineering, Robotics, and Systems Engineering, Via Opera Pia 13, 16145 Genova, Italy;

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

    Optimization; Selective collection; Waste management; Solid waste collection; Recycling; Wet waste;

    机译:优化;选择性收集;废物管理;固体废物收集;回收;湿废;

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