湖北农业科学 ›› 2026, Vol. 65 ›› Issue (10): 252-256.doi: 10.14088/j.cnki.issn0439-8114.2026.10.035

• 信息工程 • 上一篇    

突发事件下生鲜农产品应急保供物流网络优化及鲁棒性研究

伍倩莹1, 李加军1, 黄宣2   

  1. 1广州华商学院数字经贸学院,广州 511300;
    2.广州海洋地质调查局,广州 511458
  • 收稿日期:2026-07-08 出版日期:2026-10-25 发布日期:2026-10-23
  • 通讯作者: 李加军(1982-),男,安徽无为人,副教授,硕士,主要从事农村电子商务研究,(电子信箱)hsxyljj@gzhs.edu.cn;黄 宣(1987-),男,广东广州人,高级会计师,硕士,主要从事供应链财务与运营风控、财会税收研究,(电子信箱)huangxuan@mail.cgs.gov.cn。
  • 作者简介:伍倩莹(1988-),女,广东阳江人,博士,研究方向为数字经济、电子商务,(电子信箱)wuqianying@gzhs.edu.cn
  • 基金资助:
    2025年度广州社科规划共建项目(2025GZGJ247)

Study on optimization and robustness of logistics network for emergency supply of fresh agricultural products under emergencies

WU Qian-ying1, LI Jia-jun1, HUANG Xuan2   

  1. 1. School of Digital Economics and Trade, Guangzhou Huashang College, Guangzhou 511300,China;
    2. Guangzhou Marine Geological Survey, Guangzhou 511458,China
  • Received:2026-07-08 Published:2026-10-25 Online:2026-10-23

摘要: 针对突发事件下生鲜农产品供应链易出现局部失效的问题,将复杂网络鲁棒性理论引入生鲜农产品应急保供物流网络优化。构建节点物理抗毁鲁棒性、拓扑连通与时效鲁棒性、供需协同响应鲁棒性和宏观机制适应鲁棒性评价指标体系,采用基于内积空间的博弈复合赋权法协调主客观权重差异,结合模糊综合评价模型对特大城市W市应急保供物流网络初始状态进行量化评价。在此基础上,构建以运行成本最小化、系统抗毁度最大化为目标的混合整数规划模型。结果表明,W市初始应急保供物流网络综合鲁棒性得分为2.93,在拓扑连通、节点冗余及路径重构等方面存在不足;经网络拓扑重构后,综合鲁棒性得分提高至4.18,较初始状态提高42.7%,网络结构冗余度和风险应对能力得到改善。研究结果可为突发事件情境下城市生鲜农产品应急保供物流网络优化与鲁棒性提升提供量化分析参考。

关键词: 突发事件, 生鲜保供, 鲁棒性测度, 博弈组合赋权, 双目标规划

Abstract: To address the issue of local failures in the fresh agricultural product supply chain during emergencies, complex network robustness theory was introduced to optimize the emergency supply logistics network for fresh agricultural products. A robustness evaluation index system for node physical damage resistance, topological connectivity and timeliness robustness, supply-demand coordinated response robustness, and macro mechanism adaptability robustness was constructed. A game composite weighting method based on inner product space was used to coordinate subjective and objective weight differences, and a fuzzy comprehensive evaluation model was used to quantitatively evaluate the initial state of the emergency supply logistics network in the megacity W. On this basis, a mixed-integer programming model was constructed to minimize operating costs and maximize system robustness. Results showed that the initial comprehensive robustness score for the emergency supply logistics network in W was 2.93, with shortcomings in topological connectivity, node redundancy, and path reconstruction; after network topology reconstruction, the comprehensive robustness score increased to 4.18, an increase of 42.7% compared with the initial state, and structure redundancy of the network and risk response capacity were improved. The research results could provide quantitative references for optimizing and enhancing the robustness of urban fresh agricultural product emergency supply logistics networks under emergency scenarios.

Key words: emergencies, fresh food supply, robustness measurement, game combination weighting, dual-objective programming

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