新的运输方式带来的血液分配问题——土耳其红新月会的一份申请

Atıl Kurt, F. C. Çetinkaya, M. Azizoglu
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引用次数: 1

摘要

本文考虑了土耳其红新月会(TRC)中部安纳托利亚地区血液中心的血液分配问题,并提出了几种考虑辐照中心、紧急需求和产品可用性的需求满足方案。我们的目标是使总加权血液需求满意度最大化。为了解决这个问题,我们建立了一个混合整数线性规划模型,并提出了一个混合遗传算法(HGA)。我们的实验结果表明,数学模型在合理的时间内甚至不能处理小问题实例;然而,混合遗传算法能够处理土耳其红新月会复杂的日常运作。[收稿日期:2018年9月19日;修订日期:2018年12月3日;录用日期:2018年12月3日]
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A blood distribution problem with new transportation options - an application for the Turkish Red Crescent
This paper considers the blood distribution problem in the Central Anatolian Regional Blood Centre of the Turkish Red Crescent (TRC) and proposes several demand satisfaction options considering the irradiation centres, urgent demands, and product availability. Our aim is to maximise the total weighted blood demand satisfaction. To address the problem, we develop a mixed integer linear programming model and propose a hybrid genetic algorithm (HGA). The results of our experiments have revealed that the mathematical model cannot handle even small sized problem instances in reasonable times; however, the hybrid genetic algorithm is capable of handling complex daily operations of the Turkish Red Crescent. [Received: 19 September 2018; Revised: 3 December 2018; Accepted: 3 December 2018]
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