Maintaining Near-Popular Matchings
Paper i proceeding, 2015

We study dynamic matching problems in graphs among agents with preferences. Agents and/or edges of the graph arrive and depart iteratively over time. The goal is to maintain matchings that are favorable to the agent population and stable over time. More formally, we strive to keep a small unpopularity factor by making only a small amortized number of changes to the matching per round. Our main result is an algorithm to maintain matchings with unpopularity factor (Delta + k) by making an amortized number of O(Delta + Delta(2) /k) changes per round, for any k > 0. Here Delta denotes the maximum degree of any agent in any round. We complement this result by a variety of lower bounds indicating that matchings with smaller factor do not exist or cannot be maintained using our algorithm. As a byproduct, we obtain several additional results that might be of independent interest. First, our algorithm implies existence of matchings with small unpopularity factors in graphs with bounded degree. Second, given any matching M and any value alpha >= 1, we provide an efficient algorithm to compute a matching M' with unpopularity factor a over M if it exists. Finally, our results show the absence of voting paths in two-sided instances, even if we restrict to sequences of matchings with larger unpopularity factors (below Delta).

random-paths

preferences

stability

Författare

S. Bhattacharya

Institute of Mathematical Sciences India

M. Hoefer

Max Planck-institutet

Chien-Chung Huang

Chalmers, Data- och informationsteknik, Datavetenskap

T. Kavitha

Tata Institute of Fundamental Research

L. Wagner

RWTH Aachen University

Lecture Notes in Computer Science

0302-9743 (ISSN)

Vol. 9135 504-515

Ämneskategorier

Datorteknik

DOI

10.1007/978-3-662-47666-6_40

ISBN

978-3-662-47666-6