The Popular Dimension of Matchings
By: Frank Connor , Louis-Roy Langevin , Ndiamé Ndiaye and more
Potential Business Impact:
Finds best group matches even with tricky choices.
We study popular matchings in three classical settings: the house allocation problem, the marriage problem, and the roommates problem. In the popular matching problem, (a subset of) the vertices in a graph have preference orderings over their potential matches. A matching is popular if it gets a plurality of votes in a pairwise election against any other matching. Unfortunately, popular matchings typically do not exist. So we study a natural relaxation, namely popular winning sets which are a set of matchings that collectively get a plurality of votes in a pairwise election against any other matching. The $\textit{popular dimension}$ is the minimum cardinality of a popular winning set, in the worst case over the problem class. We prove that the popular dimension is exactly $2$ in the house allocation problem, even if the voters are weighted and ties are allowed in their preference lists. For the marriage problem and the roommates problem, we prove that the popular dimension is between $2$ and $3$, when the agents are weighted and/or their preferences orderings allow ties. In the special case where the agents are unweighted and have strict preference orderings, the popular dimension of the marriage problem is known to be exactly $1$ and we prove the popular dimension of the roommates problem is exactly $2$.
Similar Papers
On the Equivalence of the Graph-Structural and Optimization-Based Characterizations of Popular Matchings
CS and Game Theory
Finds the best pairings that everyone likes.
On Robust Popular Matchings with Tie-Bounded Preferences and Stable Matchings with Two-Sided Ties
CS and Game Theory
Finds fair pairings even with tricky choices.
On Computational Aspects of Ordered Matching Problems
Computational Complexity
Helps computers solve tricky matching puzzles faster.