A systematic review of vehicle routing problems and models in multi-echelon distribution networks

Peter Nielsen , Mahekha Dahanayaka , H.Niles Perera , Amila Thibbotuwawa , Deniz Kenan Kilic
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Abstract

The vehicle routing problem (VRP) is a combinatorial optimization problem that determines optimal routes to enhance distribution efficiency. One of the most popular strategies in freight distribution is multi-echelon distribution. Multi-echelon distribution networks often apply to supply chain management, land transportation, the maritime industry, aviation, etc., and rely on VRP. This comprehensive review systematically analyses 382 papers retrieved through the Scopus database. We use a bibliometric and network analysis tool to complete a systematic literature mapping identifying key interrelationships and research clusters. The analysis depicts five main research clusters: green logistics and decision analysis, scheduling and inventory optimization, VRP for city logistics, mathematical modeling and optimization, and outbound logistics and customer service, identified based on author keywords of the systematically derived paper pool. Each cluster is provided with foundational knowledge, concepts, theories, and employed techniques. Finally, future studies are suggested to explore more comprehensive investigation in highly discussed domains like city logistics problems in e-commerce, vehicle routing problems for sustainable logistics, and technological advancement-based applications.

多梯队配送网络中的车辆路线问题和模型系统回顾
车辆路由问题(VRP)是一个组合优化问题,用于确定最佳路线以提高配送效率。货运配送中最流行的策略之一是多货柜配送。多货柜配送网络通常应用于供应链管理、陆运、海运、航空等领域,并依赖于 VRP。本综述系统分析了通过 Scopus 数据库检索到的 382 篇论文。我们使用文献计量学和网络分析工具完成了系统的文献图谱绘制,确定了关键的相互关系和研究集群。分析描绘了五个主要研究集群:绿色物流与决策分析、调度与库存优化、城市物流的 VRP、数学建模与优化,以及出境物流与客户服务。每个集群都提供了基础知识、概念、理论和采用的技术。最后,建议未来的研究对讨论较多的领域(如电子商务中的城市物流问题、可持续物流中的车辆路由问题以及基于技术进步的应用)进行更全面的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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