Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
479918 | European Journal of Operational Research | 2013 | 12 Pages |
•Revision of Integer Programming approaches for the Kidney Exchange Problem.•Presentation of two new IP formulations that grow polynomially with size of the instances.•The tightness of IP formulations is compared theoretically.•All formulations are evaluated computationally with a commercial IP solver.•Two of the models are shown to perform best, although for different types of instances.
In recent years several countries have set up policies that allow exchange of kidneys between two or more incompatible patient–donor pairs. These policies lead to what is commonly known as kidney exchange programs.The underlying optimization problems can be formulated as integer programming models. Previously proposed models for kidney exchange programs have exponential numbers of constraints or variables, which makes them fairly difficult to solve when the problem size is large. In this work we propose two compact formulations for the problem, explain how these formulations can be adapted to address some problem variants, and provide results on the dominance of some models over others. Finally we present a systematic comparison between our models and two previously proposed ones via thorough computational analysis. Results show that compact formulations have advantages over non-compact ones when the problem size is large.