老年人长期护理结构分配问题的优化模拟方法

T. Franck, V. Augusto, Xiaolan Xie, R. Gonthier
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引用次数: 2

摘要

老年人数量的增加是未来几年最重要的问题之一。这部分人口通常是依赖的,不能忍受环境变化,因此长期护理结构分配应做好充分准备。本文提出了一种新的优化模拟方法来(i)解决老年人群体的长期护理结构分配问题,(ii)根据利益相关者的目标和地域特征验证和校准模型。提出了一种混合整数线性规划来解决战术分配问题,同时采用随机模拟来评估与老年人长期相关的关键绩效指标。
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An optimization-simulation approach for long term care structure assignment problem for elderly people
The growing number of elderly people is one of the most important problems for the next years. This part of the population is often dependent and does not tolerate environment changes so that long term care structure assignment should be well prepared. This paper proposes a new optimization-simulation approach to (i) solve the long term care structure assignment problem for a population of elderly people and (ii) validate and calibrate the model depending on stakeholders objectives and territory special features. A Mixed-Integer Linear Program is proposed to solve the tactical assignment problem, while a stochastic simulation is used to assess the key performance indicators relevant for elderly on the long term.
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