Randomized Algorithms for Parameterized Kidney Exchange Problem

来源 :2015全国理论计算机科学学术年会 | 被引量 : 0次 | 上传用户:xialiaoj
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  Kidney exchange programs have been established in several countries to organize kidney exchanges between incompatible patient-donor pairs.The core of these programs are algorithms to solve kidney exchange problem, which can be modeled as finding a maximum weight packing of vertex-disjoint cycles with length at most some small constant L (typically 2 ≤ L ≤ 5) in a directed graph.In generally, the objective function is maximizing the number of possible kidney transplants.In this paper, we study the random methods for the kidney exchange problem involving only 2-cycle and 3-cycle exchanges.First, we formal the kidney exchange problem as a parameterized model.And then we propose a randomized parameterized algorithm of running time O*(5.63k3 · 22k2) by randomly partitioning the vertices.Last, by using the random divide-and-conquer technique, another randomized algorithm of running time O* (k2[log k2/2.k3[logk3]/2.42k3.22k2) is given for the parameterized kidney problem.Moreover,our randomized algorithms can be extended to solve the general kidney exchange problem.
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