Keynote Talk: Lattice Linear Predicate Algorithms for the Constrained Stable Marriage Problem with Ties

PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING, ICDCN 2023(2023)

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摘要
We apply the Lattice-Linear Predicate Detection Technique to derive parallel and distributed algorithms for various variants of the stable matching problem. These problems are: (a) the constrained stable marriage problem (b) the super stable marriage problem in presence of ties, and (c) the strongly stable marriage in presence of ties. All these problems are solved using the Lattice-Linear Predicate (LLP) algorithm showing its generality. The constrained stable marriage problem is a variant of the stable marriage problem in the presence of lattice-linear constraints such as "Peter's regret is less than that of Paul." For the constrained stable marriage problem, we present a distributed algorithm that takes O(n(2)) messages each of size O(log n) where n is the number of men in the problem. Our algorithm is completely asynchronous. Our algorithms for the stable marriage problem with ties are also parallel with no synchronization.
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