系统管理学报2024，Vol.33Issue(3)：651-666,16.DOI:10.3969/j.issn1005-2542.2024.03.008
考虑资源转移的突发公共卫生事件鲁棒性调度优化
Robust Scheduling Optimization for Public Health Emergencies Considering Resource Transfer
摘要
Abstract
Resource fluctuation has a great impact on the efficiency and cost of emergency rescue in public health emergencies.This paper studies the protection of the rescue plan from the negative influence of resource fluctuation by resource transfers based on the project plan with resource buffers to minimize the total cost of emergency rescue project.First,the problem studied is identified,and a robust optimization model is constructed with three groups of decision variables.Then,based on the NP-hardness attribute of studied problem and the characteristics of decision variables,a two-layer nested tabu search heuristic algorithm with improvement measures is developed and tested compared with multi-start iteration improvement algorithm.Finally,the effects of the key parameters on the objective of total cost are analyzed.The results show that there exist the trade-off relationships among resource buffer cost,delay cost,and resource transfer cost in the process of rescue schedule optimization.Resource transfers based on the project plan with resource buffers can optimize the resources both inside and outside the project,and improve the efficiency of resources reserve and emergency rescue.关键词
突发公共卫生事件/鲁棒性项目调度/优化模型/资源转移/禁忌搜索算法Key words
public health emergencies/robust project scheduling/optimization model/resource transfers/tabu search algorithm分类
管理科学引用本文复制引用
乔聪聪,郑维博,马志强,何正文..考虑资源转移的突发公共卫生事件鲁棒性调度优化[J].系统管理学报,2024,33(3):651-666,16.基金项目
国家自然科学基金资助项目(72002164,71871176) （72002164,71871176）
教育部人文社会科学规划项目(22YJC630103) （22YJC630103）
山东省社会科学规划项目(22DGLJ34) （22DGLJ34）
