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需求不確定下應急醫(yī)療服務站魯棒配置模型與算法

發(fā)布時間:2018-02-15 10:16

  本文關鍵詞: 應急醫(yī)療服務 設施選址 魯棒優(yōu)化 不確定需求集合 魯棒等價 出處:《運籌與管理》2017年09期  論文類型:期刊論文


【摘要】:大型突發(fā)事件發(fā)生后需要快速啟動應急救災網絡,合理配置應急醫(yī)療服務站。本文考慮各應急醫(yī)療服務站選址節(jié)點需求的不確定性,引入三個不確定水平參數,構建四類不確定需求集合(box,ellipsoid,polyhedron和interval-polyhedron)對應的應急醫(yī)療服務站魯棒配置模型,運用分支-切割算法求解,最后,進行需求擾動比例的靈敏度分析。算例結果表明,四類不確定需求集下的魯棒配置模型中,ellipsoid不確定需求集合配置模型開放設施較少,總成本最小,魯棒性較好。決策者還可以根據風險偏好選擇不確定水平和需求擾動比例的組合,以使得總成本最小。
[Abstract]:The emergency relief network needs to be started quickly after a large emergency event, and the emergency medical service station should be allocated reasonably. Considering the uncertainty of the node demand of each emergency medical service station, three uncertain level parameters are introduced in this paper. The robust configuration model of emergency medical service station corresponding to four kinds of uncertain demand sets, namely boxbox lipsoid polyhedron and interval-polyhedrony), is constructed. The solution is solved by branch-cutting algorithm. Finally, sensitivity analysis of demand disturbance ratio is carried out. Among the four kinds of robust configuration models based on uncertain demand sets, the Ellipsoid uncertain demand set configuration model has less open facilities and minimum total cost. The decision makers can also choose the combination of uncertainty level and demand disturbance ratio according to risk preference to minimize the total cost.
【作者單位】: 北京理工大學管理與經濟學院;
【基金】:國家自然科學基金資助項目(71432002,71172172,71272058)
【分類號】:O224
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本文編號:1513034

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