可回收垃圾收集中定位、路径和包装问题的元启发式算法

IF 1.6 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL International Journal of Industrial Engineering Computations Pub Date : 2023-01-01 DOI:10.5267/j.ijiec.2022.8.004
Juan Sebastián Herrera-Cobo, J. Escobar, D. Álvarez-Martínez
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引用次数: 1

摘要

世界范围内固体废物的积累日益增加,因此有必要寻找替代办法,改进可回收废物收集系统的操作,使废物处理更有利可图,更有利于生态。本文提出了一种新的多车厢车辆路径问题(MCVRP),该问题考虑了集采点的重新布置或重新安置以及需求的包装。该问题被称为定位包装多车厢车辆路径问题(LPMCVRP),是针对使用柔性车厢车辆的垃圾收集系统而开发的。提出了该问题的数学公式。提出了一种基于不考虑包装约束的禁忌搜索的两阶段元启发式算法,以及一种结合禁忌搜索和带包装约束的贪婪随机自适应搜索(GRASP)方案的改进算法。从文献中改编的一组实例被生成以验证所建议的解决方案策略。结果表明,所提出的解决方案对于优化收集系统是有效的。
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Metaheuristic algorithm for the location, routing and packing problem in the collection of recyclable waste
The increasing accumulation of solid waste worldwide has made it necessary to look for alternatives that improve the operation of recyclable waste collection systems to make waste treatment more profitable and eco-friendlier. This paper introduces a new variant of the multi-compartment vehicle routing problem (MCVRP) that considers the rearrangement or relocation of collection points and packing the demand. This problem is called the location packing multi-compartment vehicle routing problem (LPMCVRP) and is developed for a waste collection system using vehicles with flexible compartments. A mathematical formulation of the problem is proposed. A two-phase metaheuristic algorithm based on a tabu search without packing considerations and a variant that integrates a tabu search and a greedy randomized adaptive search procedure (GRASP) scheme with packing constraints have been proposed. A set of instances adapted from the literature is generated to validate the proposed solution strategy. The results obtained show the efficiency of the proposed solution scheme for optimizing collection systems.
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来源期刊
CiteScore
5.70
自引率
9.10%
发文量
35
审稿时长
20 weeks
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