运筹与管理2025，Vol.34Issue(6)：47-54,8.DOI:10.12005/orms.2025.0174
考虑灾民心理的洪涝灾后应急物资调配—选址双层模型及算法
Bi-level Model and Algorithm for Location-Scheduling after Flood Disaster Emergency Materials Considering Psychological Loss of Victims
摘要
Abstract
Recently,China has suffered frequent floods.In order to transport emergency materials after disasters,a three-layer network system of emergency logistics is usually adopted.After the implementation of the distribu-tion plan,materials are uniformly deployed to the transfer stations through the distribution center and then distributed to the disaster areas.During the transportation process,people compare the arrival time and amount of distributed materials in their own area with those in other affected areas to understand the psychological pain and sense of imbalance suffered by victims due to insufficient materials.Therefore,a reasonable planning of material deployment and storage center location is crucial to improving the psychological loss of victims.In this study,the cost function of psychological loss,the absolute cost function of psychological suffering and the relative cost function of psychological suffering are established to quantify the psychological loss of victims.At the same time,a two-level planning model for the location of cross-regional emergency materials deployment is proposed,which takes into account factors such as various materials types,transportation modes,regional disaster level,material urgency level and satisfaction rate,and aims to minimize the psychological cost of victims,select temporary transit stations,and formulate material deployment plans.In the decision-making process,the senior management considers the psychological loss and the absolute psychological torment cost of the affected people,chooses the temporary reserve station as the material transfer station,and arranges the material from the distribu-tion center to the nearest emergency material transfer station,and adopts an appropriate transportation mode.The junior management considers the relative cost of psychological torment of the affected people,and arranges the distribution and transportation of materials.To solve this model,a discrete problem-solving method based on multiverse optimization algorithm is proposed.By introducing nonlinear convergence factor and spiral motion strate-gy,the problem of fast convergence in the early stage of the algorithm is improved,and the diversity and accuracy of the solutions are ensured.Finally,taking Wuhan city as an example,we compare the experimental results of genetic algorithm,multiverse optimization algorithm and improved multiverse optimization algorithm,and verify the effectiveness of the proposed algorithm.The study also points out that the results such as material satisfaction and time of delivery are significantly correlated with the degree of destruction and vulnerability of the disaster area,taking into account the psychology of the disaster victims.In addition,the satisfaction rate of emergency materials with low urgency demand is significantly lower than that of emergency materials with high urgency demand.This study has enriched the research content of emergency logistics and provided quantitative decision support for decision makers to optimize the deployment of emergency materials and the location of transfer stations when considering the psychological loss of disaster victims.In the future research,we should strengthen the recycling and utilization of available resources and waste materials in the emergency logistics network,and establish a two-way distribution logistics network model of emergency materials after disaster considering the psychological loss of victims.关键词
应急物资调配—选址/双层规划/改进多元宇宙优化算法/灾民心理损失Key words
emergency material location-scheduling/bi-level programming/improved multi-verse optimization algorithm/psychological losses of the victims分类
数理科学引用本文复制引用
王梦媛,刘勇,马良..考虑灾民心理的洪涝灾后应急物资调配—选址双层模型及算法[J].运筹与管理,2025,34(6):47-54,8.基金项目
教育部人文社会科学研究青年基金项目(21YJC630087) （21YJC630087）
