Proceedings Abstracts of the Twenty-Fourth International Joint Conference on Artificial Intelligence

Mechanism Design and Implementation for Lung Exchange / 209
Suiqian Luo, Pingzhong Tang

We explore the mechanism design problem for lung exchange and its implementation in practice. We prove that determining whether there exists a non-trivial solution of the lung exchange problem is NP-complete. We propose a mechanism that is individually rational, strategy-proof and maximizes exchange size. To implement this mechanism in practice, we propose an algorithm based on Integer Linear Program and another based on search. Both of our algorithms for this mechanism yield excellent performances in simulated data sets.