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需求不确定下应急医疗服务站鲁棒配置模型与算法

彭春 李金林 冉伦 王珊珊

运筹与管理2017,Vol.26Issue(9):21-28,8.
运筹与管理2017,Vol.26Issue(9):21-28,8.DOI:10.12005/orms.2017.0206

需求不确定下应急医疗服务站鲁棒配置模型与算法

Emergency Medical Service Station Robust Location Model and Algorithm Under Demand Uncertainty

彭春 1李金林 1冉伦 1王珊珊1

作者信息

  • 1. 北京理工大学管理与经济学院,北京100081
  • 折叠

摘要

Abstract

After large-scale emergent incidents,it is particularly urgent to start emergency relief network quickly and locate the emergency medical service stations.We incorporate demand uncertainty,introduce three uncertain level parameters,construct four types of demand uncertainty sets,and propose robust EMSS location models respectively.Then,we derive their tractable robust counterparts,and employ branch-cut algorithm to solve the problems..Finally,we present computational results,and perform sensitivity analysis.Numerical results show that,among four robust location models,robust EMSS location model with ellipsoid uncertainty set opens fewer EMSSs,and the total cost is smaller.According to the uncertainty of risk preference,decision-makers usually choose optimal budget uncertainty and demand disturbance proportion,so as to minimize the total cost.

关键词

应急医疗服务/设施选址/鲁棒优化/不确定需求集合/鲁棒等价

Key words

emergency medical service/facility location/robust optimization/demand uncertainty sets/robust counterpart

分类

数理科学

引用本文复制引用

彭春,李金林,冉伦,王珊珊..需求不确定下应急医疗服务站鲁棒配置模型与算法[J].运筹与管理,2017,26(9):21-28,8.

基金项目

国家自然科学基金资助项目(71432002,71172172,71272058) (71432002,71172172,71272058)

运筹与管理

OA北大核心CHSSCDCSCDCSSCICSTPCD

1007-3221

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