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Multi-Objective Evolutionary for Multi-Skill Health Care Tasks Scheduling

机译:多技能保健任务计划的多目标进化

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Emergency health care services have a highly complex patient treatment system. This system is characterized by stochastic arrivals of patients which can lead in the case of activity to its services overload. In fact, the complexity of these medical exercises relays on assigning health care operations to medical staff members respecting constraints related to the uncertain environment. The objective is to minimize costs and delays and to increase the quality of care as well as patient satisfaction. In this article, a planning method is applied in the Pediatric Emergency Department of the Regional University Hospital of Lille (Northern France).The proposed approach is composed of two phases: the first one is an assignment procedure based on fuzzy logic and the second phase is based on an evolutionary method to solve the problem of medical staff scheduling. This approach improves the performance of the scheduling system in order to help physicians to better manage their organization and anticipate the overcrowding feature. This work is integrated into HOST project (Hospital: Optimization, Simulation and Crowding Avoidance) supported and financed by the French National Agency (ANR).
机译:紧急医疗服务具有高度复杂的患者治疗系统。该系统的特点是患者随机到达,在活动时可能导致其服务超负荷。实际上,这些医学练习的复杂性取决于尊重与不确定环境有关的约束条件,向医务人员分配医疗保健操作。目的是使成本和延误最小化,并提高护理质量以及患者满意度。本文在里尔(法国北部)的地区大学医院的儿科急诊科中采用了一种规划方法,该方法由两个阶段组成:第一个阶段是基于模糊逻辑的分配过程,第二个阶段是基于一种进化的方法来解决医务人员调度的问题。这种方法提高了调度系统的性能,以帮助医生更好地管理其组织并预测过度拥挤的特征。这项工作已整合到法国国家机构(ANR)支持和资助的HOST项目(医院:优化,模拟和避免拥挤)中。

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