基于大数据分析的物流配送路线优化模型构建  

Construction of a Logistics Distribution Route Optimization Model Based on Big Data Analysis

作　　者：马浩[1] 李泽[1] MA Hao;LI Ze(Tianjin Transportation Technical College,Tianjin 300393,China)

机构地区：[1]天津交通职业学院,天津300393

出　　处：《物流科技》2025年第4期25-27,共3页Logistics Sci Tech

摘　　要：在大数据技术不断发展的背景下,我国物流行业面临着全新的优化契机。文章引入物流管理理论、大数据分析技术和物流信息技术等方面的知识,对基于大数据分析物流配送路线优化模型的构建流程进行了详细说明,包括数据的采集与处理、模型的构建原则和框架设计、多目标优化模型设计、模型设计与参数选择等,同时通过实际案例应用对模型效果进行验证,探讨其优点和局限并据此对今后的研究方向及改进措施提出展望。Against the backdrop of the continuous development of big data technology,China's logistics industry is facing new opportunities for optimization.This paper introduces knowledge in logistics management theory,big data analysis technology,and logistics information technology,and provides a detailed explanation of the process for constructing a logistics distribution route optimization model based on big data analysis,including data collection and processing,construction principles and framework design for the model,design of a multi-objective optimization model as well as model design and parameter selection.Meanwhile,through practical case applications,the model's effectiveness is validated and its advantages and limitations are analyzed.This paper also looks forward to future research directions and improvement measures.

关 键 词：物流配送 路线优化 大数据分析 模型构建 物流信息技术 

分 类 号：F252[经济管理—国民经济] TP18[自动化与计算机技术—控制理论与控制工程]