A granular tabu search for the refrigerated vehicle routing problem with homogeneous fleet

IF 1.6 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL International Journal of Industrial Engineering Computations Pub Date : 2022-01-01 DOI:10.5267/j.ijiec.2021.6.001
J. Escobar, José Luis Ramírez Duque, R. García-Cáceres
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引用次数: 9

Abstract

The Refrigerated Capacitated Vehicle Routing Problem (RCVRP) considers a homogeneous fleet with a refrigerated system to decide the selection of routes to be performed according to customers' requirements. The aim is to keep the energy consumption of the routes as low as possible. We use a thermodynamic model to understand the unloading of products from trucks and the variables' efficiency, such as the temperature during the day influencing energy consumption. By considering various neighborhoods and a shaking procedure, this paper proposes a Granular Tabu Search scheme to solve the RCVRP. Computational tests using adapted benchmark instances from the literature demonstrate that the suggested method delivers high-quality solutions within short computing times, illustrating the refrigeration system's effect on routing decisions.
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均匀车队冷藏车路径问题的颗粒禁忌搜索
冷藏有能力车辆路线问题(RCVRP)考虑一个具有冷藏系统的同质车队,根据客户的需求决定路线的选择。其目的是尽可能降低路线的能耗。我们使用热力学模型来理解从卡车上卸下产品和变量的效率,例如白天的温度影响能源消耗。通过考虑不同邻域和抖动过程,提出了一种颗粒禁忌搜索方案来解决RCVRP问题。使用文献中自适应基准实例的计算测试表明,所建议的方法在较短的计算时间内提供高质量的解决方案,说明了制冷系统对路由决策的影响。
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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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