供需不确定下考虑优先级的个人防护装备选址-路径优化研究

Location-routing optimization research of personal protective equipment considering priority under supply and demand uncertainty

Journal of the Operational Research Society · 2025
被引 3
ABS 3

中文导读

研究了需求不确定、优先级和多阶段条件下,多类别应急医疗个人防护装备的选址-路径优化问题,构建了最小化配送时间和成本的模型,并用武汉新冠案例验证了模型和算法的有效性。

Abstract

This paper comprehensively takes into account the optimization objectives of emergency logistics location-routing for multi-category emergency medical personal protective equipment under conditions of demand uncertainty, priority, and multi-stage, and constructs a model for the emergency medical personal protective equipment distribution location-routing that minimizes delivery time and cost. AHP-VIKOR is used to determine demand point priorities, and triangular fuzzy theory is utilized to calculate nominal demand. The improved butterfly algorithm is employed to solve the model and design multi-stage, multi-category, and multi-objective emergency personal protective equipment location-routing schemes. Furthermore, a comparative analysis is conducted on whether the scheme considers demand point priority, and the scientificity and effectiveness of the model and algorithm are verified using the case of Wuhan City during COVID-19.

应急物流选址-路径问题供应链管理运筹学