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A comparison of matching algorithms for kidney exchange programs addressing waiting time

Author

Listed:
  • Tiago Monteiro

    (INESC TEC)

  • Xenia Klimentova

    (INESC TEC)

  • João Pedro Pedroso

    (INESC TEC
    Universidade do Porto)

  • Ana Viana

    (INESC TEC
    Polytechnic of Porto)

Abstract

Kidney exchange programs (KEP) allow an incompatible patient–donor pair, whose donor cannot provide a kidney to the respective patient, to have a transplant exchange with another in a similar situation if there is compatibility. Exchanges can be performed via cycles or chains initiated by non-directed donors (NDD), i.e., donors that do not have an associated patient. The objective for optimization in KEP is generally to maximize the number of possible transplants. Following the course of recent approaches that consider a dynamic matching (exchanges are decided every time a pair or a NDD joins the pool), in this paper we explore two matching policies to find feasible exchanges: periodic, where the algorithm runs within some period (e.g each 3 month); and greedy, in which a matching run is done as soon as the pool is updated with a new pair or NDD. For each policy, we propose a matching algorithm that addresses the waiting times of pairs in a pool. We conduct computational experiments with the proposed algorithms and compare the results with those obtained when periodic and greedy matching aim at maximizing the number of transplants.

Suggested Citation

  • Tiago Monteiro & Xenia Klimentova & João Pedro Pedroso & Ana Viana, 2021. "A comparison of matching algorithms for kidney exchange programs addressing waiting time," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(2), pages 539-552, June.
  • Handle: RePEc:spr:cejnor:v:29:y:2021:i:2:d:10.1007_s10100-020-00680-y
    DOI: 10.1007/s10100-020-00680-y
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    References listed on IDEAS

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    1. Ross Anderson & Itai Ashlagi & David Gamarnik & Yash Kanoria, 2017. "Efficient Dynamic Barter Exchange," Operations Research, INFORMS, vol. 65(6), pages 1446-1459, December.
    2. Tayfun Sönmez & Alvin E. Roth & M. Utku Ünver, 2007. "Efficient Kidney Exchange: Coincidence of Wants in Markets with Compatibility-Based Preferences," American Economic Review, American Economic Association, vol. 97(3), pages 828-851, June.
    3. Nikhil Agarwal & Itai Ashlagi & Eduardo Azevedo & Clayton R. Featherstone & Ömer Karaduman, 2019. "Market Failure in Kidney Exchange," American Economic Review, American Economic Association, vol. 109(11), pages 4026-4070, November.
    4. Nicolau Santos & Paolo Tubertini & Ana Viana & João Pedro Pedroso, 2017. "Kidney exchange simulation and optimization," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(12), pages 1521-1532, December.
    5. Constantino, Miguel & Klimentova, Xenia & Viana, Ana & Rais, Abdur, 2013. "New insights on integer-programming models for the kidney exchange problem," European Journal of Operational Research, Elsevier, vol. 231(1), pages 57-68.
    6. M. Beccuti & V. Fragnelli & G. Franceschinis & S. Villa, 2011. "Dynamic Simulations of Kidney Exchanges," Operations Research Proceedings, in: Bo Hu & Karl Morasch & Stefan Pickl & Markus Siegle (ed.), Operations Research Proceedings 2010, pages 539-544, Springer.
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