Multimodal transportation network for bio-waste collection: the case of Normandy

IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Annals of Operations Research Pub Date : 2024-09-11 DOI:10.1007/s10479-024-06218-8
Yiyi Xu, M’hammed Sahnoun, Fouad Ben Abdelaziz, Anne Louis
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Abstract

In this paper, we introduce a new topology, connected-hubs, to the multimodal transportation literature. As strategic planning, the multimodal transportation network design decides the locations of consolidation centers and the routes between the origins and the destinations with the minimum of total cost. Most existing papers formulate the problem based on the hub-and-spoke topology, while our work is the first attempt to apply the connected-hub topology, which considers local consolidation by vehicle routing and extends some widely-used assumptions in the hub-and-spoke topology. A mathematical model is developed to formulate and solve the problem to optimality. Further, considering the problem complexity, a particle swarm optimization (PSO) algorithm is also proposed to generate efficient solutions for large-scale cases. The results of a case study in Normandy, France illustrate the efficiency and practicability of the proposed PSO in terms of economic and environmental sustainability objectives.

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生物垃圾收集的多式联运网络:诺曼底案例
在本文中,我们为多式联运文献引入了一种新的拓扑结构--连接枢纽。作为战略规划,多式联运网络设计决定了集运中心的位置,以及总成本最小的起点和终点之间的路线。现有文献大多基于枢纽-辐条拓扑结构设计该问题,而我们的工作则是首次尝试应用连接枢纽拓扑结构,该拓扑结构考虑了车辆路由的本地集结,并扩展了枢纽-辐条拓扑结构中一些广泛使用的假设。我们建立了一个数学模型来制定和解决最优问题。此外,考虑到问题的复杂性,还提出了一种粒子群优化(PSO)算法,以便为大规模案例生成高效的解决方案。在法国诺曼底进行的案例研究结果表明,从经济和环境可持续发展目标的角度来看,所提出的粒子群优化算法既高效又实用。
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来源期刊
Annals of Operations Research
Annals of Operations Research 管理科学-运筹学与管理科学
CiteScore
7.90
自引率
16.70%
发文量
596
审稿时长
8.4 months
期刊介绍: The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications. In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.
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