Performance evaluation of national and international kidney exchange programmes with the ENCKEP simulator

被引:2
|
作者
Druzsin, Kristof [1 ,2 ]
Biro, Peter [1 ,3 ]
Klimentova, Xenia [4 ]
Fleiner, Rita [2 ]
机构
[1] KRTK, Inst Econ, Toth Kalman utca 4, H-1097 Budapest, Hungary
[2] Obuda Univ, John Neumann Fac Informat, Becs ut 96-B, H-1034 Budapest, Hungary
[3] Corvinus Univ Budapest, Dept Operat & Dec, Fovam ter 13, H-1093 Budapest, Hungary
[4] Univ Porto, INESC TEC, Campus Fac Engn, Rua Dr Roberto Frias, P-4200465 Porto, Portugal
基金
匈牙利科学研究基金会;
关键词
Kidney exchange; Integer programming; Hierarchical optimisation; Simulation;
D O I
10.1007/s10100-024-00914-3
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we present simulations for international kidney exchange programmes (KEPs). KEPs are organised in more than ten countries in Europe to facilitate the exchanges of immunologically incompatible donors. The matching runs are typically conducted in every three months for finding optimal exchanges using hierarchical optimisation with integer programming techniques. In recent years several European countries started to organise international exchanges using different collaboration policies. In this paper we conduct simulations for estimating the benefits of such collaborations with a simulator developed by the team of the ENCKEP COST Action. We conduct our simulations on generated datasets mimicking the practice of the three largest KEPs in Europe, the UK, Spanish and the Dutch programmes. Our main performance measure is the number of transplants compared to the number of registrations to the KEP pools over a 5-year period, however, as a novelty we also analyse how the optimisation criteria play a role in the lexicographic and weighted optimisation policies for these countries. Besides analysing the performances on a single instance, we also conduct large number of simulations to obtain robust findings on the performance of specific national programmes and on the possible benefits of international collaborations.
引用
收藏
页码:923 / 943
页数:21
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