网络货运模式车货匹配问题研究现状综述
A Review of the Current State of Research on Vehicle-cargo Matching Problem in Network Freight Mode
周宇航 1闫军 1旷光莲 1刘丹1
作者信息
- 1. 兰州交通大学机电技术研究所,甘肃 兰州 730000
- 折叠
摘要
网络货运是当前物流行业中一种新兴货物运输模式,其不仅推动了物流行业的变革,也给物流行业带来了新的机遇和挑战.车货匹配环节的效率直接影响到整体物流的效能.因此,文章通过文献统计和文献总结分析的方法,系统评述了订单整合问题、车辆配载问题的数学建模及求解算法.研究发现:车货匹配问题在理论研究和实际应用方面均取得了显著进展,但在结合人工智能、大数据等新兴技术方面的应用尚显不足.文章对两类问题主要研究内容及方法做了简要总结,并对车货匹配问题未来研究方向进行了展望.
Abstract
Network freight is an emerging mode of cargo transport in the current logistics industry,which not on-ly promotes the change of the logistics industry,but also brings new opportunities and challenges.The efficiency of its vehicle-cargo matching link is directly related to the overall effectiveness of logistics.Therefore,this paper sys-tematically reviews the mathematical modelling and solving algorithms of the order integration problem and vehicle matching problem through the methods of literature statistics and literature summary analysis.It is found that the ve-hicle-cargo matching problem has made significant progress in both theoretical research and practical application,but the application of combining emerging technologies such as artificial intelligence and big data is still insuffi-cient.Finally,the main research contents and research methods of the two types of problems are briefly sum-marised,and the future research direction of the vehicle-cargo matching problem is prospected.
关键词
网络货运/车货匹配/订单整合/车辆配载Key words
network freight/vehicle and cargo matching/order batching/vehicle loading引用本文复制引用
出版年
2024
NETL
NSTL
万方数据