The Periodic Location-Routing with Selective Recycling Problem: Two Solution Approaches

被引:1
|
作者
Flores-Carrasco, J. [1 ]
Morillo-Torres, D. [2 ]
Escobar, J. W. [2 ,3 ]
Linfati, R. [4 ]
Gatica, G. [1 ]
机构
[1] Univ Andres Bello, Santiago, Chile
[2] Pontificia Univ Javeriana Cali, Cali, Colombia
[3] Univ Valle, Cali, Colombia
[4] Univ Bio Bio, Concepcion, Chile
来源
IFAC PAPERSONLINE | 2021年 / 54卷 / 01期
关键词
Periodic Location-Routing; mixed-integer programming; greedy constructive heuristic; waste; recycling;
D O I
10.1016/j.ifacol.2021.08.092
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Waste collection is one of the most important processes in the main cities. Its current volume obliges governments to establish efficient measures to satisfy the collection offer. Over 70% of waste can be recycled. It is necessary to identify the collection centers, the routes to be followed either by minor collectors and/or vehicles, the specific day of collection, and an estimate of the volumes of waste to recycling. The problem has been mathematically modeled in the literature. However, they suffer from the differentiation of the type of waste and the day of collection. This paper presents a new variant of the classical routing problem, called the Periodic Location-Routing with Selective Recycling Problem. It considers collection centers, types of containers by-product, day of collection, and subsequent routing. Besides, two solution approaches are presented: first, a model based on mixed-integer programming, and second, a greedy constructive heuristic. Several sets of instances are proposed. Preliminary results are favorable, achieving to solve instances with up to 15 customers for the exact approach and experimenting up to 1 000 customers with the heuristics. The model and the solution technique are scalable. Copyright (C) 2021 The Authors.
引用
收藏
页码:787 / 792
页数:6
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