Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism

被引:0
|
作者
Hajaj, Chen [1 ]
Dickerson, John P. [2 ]
Hassidim, Avinatan [1 ]
Sandholm, Tuomas [2 ]
Sarne, David [1 ]
机构
[1] Bar Ilan Univ, Ramat Gan, Israel
[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
DONATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a credit-based matching mechanism for dynamic barter markets-and kidney exchange in particular-that is both strategy proof and efficient, that is, it guarantees truthful disclosure of donor-patient pairs from the transplant centers and results in the maximum global matching. Furthermore, the mechanism is individually rational in the sense that, in the long run, it guarantees each transplant center more matches than the center could have achieved alone. The mechanism does not require assumptions about the underlying distribution of compatibility graphs-a nuance that has previously produced conflicting results in other aspects of theoretical kidney exchange. Our results apply not only to matching via 2-cycles: the matchings can also include cycles of any length and altruist-initiated chains, which is important at least in kidney exchanges. The mechanism can also be adjusted to guarantee immediate individual rationality at the expense of economic efficiency, while preserving strategy proofness via the credits. This circumvents a well-known impossibility result in static kidney exchange concerning the existence of an individually rational, strategy-proof, and maximal mechanism. We show empirically that the mechanism results in significant gains on data from a national kidney exchange that includes 59% of all US transplant centers.
引用
收藏
页码:921 / 928
页数:8
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