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人工智能赋能医药物流配送路径优化研究
Research on the Optimization of Pharmaceutical Logistics Distribution Routes Empowered by Artificial Intelligence
【摘要】 医药物流配送路径优化是指在满足药品运输的温度控制、时间窗口、车辆载重、药品特殊性等要求的前提下,利用数学建模、运筹学、智能算法等方法,对从配送中心至各客户点的车辆行驶路线进行科学规划和动态调整,以降低整体物流成本、提升物流效率的优化方式。文章从医药物流配送路径优化需求出发,说明医药物流配送路径智能体的搭建形式,并根据仿真分析提出优化措施,以期为同类物流配送模型设计提供参考,促进医药物流产业高质量发展。
【Abstract】 The optimization of pharmaceutical logistics distribution routes refers to the scientific planning and dynamic adjustment of vehicle travel routes from distribution centers to various customer points under the premise of meeting the requirements such as temperature control, time windows, vehicle load capacity, and special nature of drugs, by using mathematical modeling, operations research, intelligent algorithms, and other methods, in order to reduce overall logistics costs and improve logistics efficiency. This paper starts from the demand for the optimization of pharmaceutical logistics distribution routes, explains the construction mode of the intelligent agent for pharmaceutical logistics distribution routes, and proposes optimization measures based on simulation analysis, in order to provide reference for the design of similar logistics distribution models and promote the high-quality development of the pharmaceutical logistics industry.
【Key words】 pharmaceutical logistics; distribution routes; artificial intelligence; intelligent agent;
- 【文献出处】 物流科技 ,Logistics Sci-Tech , 编辑部邮箱 ,2026年10期
- 【分类号】TP18;F721;F252
- 【下载频次】59