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Recourse in Kidney Exchange Programs
Bartier, Valentin; Smeulders, Bart; Crama, Yves et al.
2019
 

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Keywords :
Kidney Exchange; Benders Decomposition; Stochastic Optimization
Abstract :
[en] The problem to decide which patient-donor pairs in a kidney exchange program should undergo a cross-match test is modelled as a two-stage stochastic optimization problem. We give an integer programming formulation of this so-called selection problem, and describe a solution method based on Benders decomposition. We extensively test various solution methods, and observe that the solutions, when compared to solutions found by recourse models, lead to an improvement in the expected number of transplants. We also investigate the computational efficiency of our approach as a function of different parameters, such as maximum cycle length and the presence of altruists.
Disciplines :
Quantitative methods in economics & management
Author, co-author :
Bartier, Valentin;  Univ. Grenoble Alpes > CNRS, Grenoble INP > G-SCOP
Smeulders, Bart ;  Université de Liège - ULiège > HEC Liège : UER > Recherche opérationnelle et gestion de la production
Crama, Yves  ;  Université de Liège - ULiège > HEC Liège : UER > Recherche opérationnelle et gestion de la production
Spieksma, Frits C.R.;  Eindhoven University of Technology > Department of Mathematics and Computer Science
Language :
English
Title :
Recourse in Kidney Exchange Programs
Publication date :
2019
Available on ORBi :
since 21 January 2019

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