Abstract
Justified representation (JR) is a standard notion of representation in multiwinner approval voting. Not only does a JR committee always exist, but previous work has also shown through experiments that the JR condition can typically be fulfilled by groups of fewer than k candidates, where k is the target size of the committee. In this paper, we study such groups—known as n/k-justifying groups—both theoretically and empirically. First, we show that under the impartial culture model, n/k-justifying groups of size less than k/2 are likely to exist, which implies that the number of JR committees is usually large. We then present efficient approximation algorithms that compute a small n/k-justifying group for any given instance, and a polynomial-time exact algorithm when the instance admits a tree representation. In addition, we demonstrate that small n/k-justifying groups can often be useful for obtaining a gender-balanced JR committee even though the problem is NP-hard.
Original language | English (US) |
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Title of host publication | Algorithmic Game Theory - 15th International Symposium, SAGT 2022, Proceedings |
Editors | Panagiotis Kanellopoulos, Maria Kyropoulou, Alexandros Voudouris |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 472-489 |
Number of pages | 18 |
ISBN (Print) | 9783031157134 |
DOIs | |
State | Published - 2022 |
Event | 15th International Symposium on Algorithmic Game Theory, SAGT 2022 - Colchester, United Kingdom Duration: Sep 12 2022 → Sep 15 2022 |
Publication series
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Volume | 13584 LNCS |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 15th International Symposium on Algorithmic Game Theory, SAGT 2022 |
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Country/Territory | United Kingdom |
City | Colchester |
Period | 9/12/22 → 9/15/22 |
Funding
Acknowledgments. This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 101002854), from the Deutsche Forschungsgemeinschaft under grant BR 4744/2-1, from JST PRESTO under grant number JPMJPR20C1, from the Singapore Ministry of Education under grant number MOE-T2EP20221-0001, and from an NUS Start-up Grant. We would like to thank the anonymous SAGT reviewers for their comments.
ASJC Scopus subject areas
- Theoretical Computer Science
- General Computer Science