摘要
随着经济全球化和农产品市场需求的增加,农产品冷链物流成为整个农产品供应链中的重要环节。完善的农产品冷链物流网络可以提高物流运输效率,保证农产品质量,加强整个供应链上企业之间的信息共享。然而,农产品冷链物流的复杂性和需求多变性成为了优化农产品冷链物流网络布局时需要考虑的难点。在此背景下,遗传算法的自适应性、全局性、并行性成为了优化农产品冷链物流网络布局的有效工具。因此,文章构建了农产品冷链物流网络布局优化模型,并基于遗传算法对模型进行了求解,以期为相关人员提供参考。
With the globalization of the economy and the increasing demand in the agricultural product market,cold chain logistics of agricultural products has become an important link in the entire agricultural product supply chain.A sound cold chain logistics network for agricultural products can improve logistics transportation efficiency,ensure the quality of agricultural products,and strengthen information sharing among enterprises throughout the entire supply chain.However,the complexity and demand variability of agricultural cold chain logistics have become difficulties to consider when optimizing the layout of agricultural cold chain logistics networks.In this context,the adaptability,globality,and parallelism of genetic algorithms have become effective tools for optimizing the layout of agricultural cold chain logistics networks.Therefore,this paper constructs an optimization model for the layout of agricultural cold chain logistics network,and solves the model based on genetic algorithm,in order to provide reference for relevant personnel.
作者
谢灿
XIE Can(Hunan Electrical College of Technology,Xiangtan 411101,China)
出处
《物流科技》
2024年第8期147-152,共6页
Logistics Sci-Tech
基金
2022年度湖南省自然科学基金之科教联合基金项目“基于遗传算法的农产品冷链物流网络布局优化模型求解研究”(2022JJ60027)。
关键词
遗传算法
农产品
冷链物流
物流网络布局
模型
genetic algorithm
agricultural products
cold chain logistics
logistics network layout
model
