TY - JOUR
T1 - Coalition Formation with Bounded Coalition Size
AU - Levinger, Chaya
AU - Simola, Sofia
AU - Hazon, Noam
AU - Azaria, Amos
N1 - Publisher Copyright:
© 2024 International Foundation for Autonomous Agents and Multiagent Systems.
PY - 2024
Y1 - 2024
N2 - In many situations when people are assigned to coalitions, the utility of each person depends on the friends in her coalition. Additionally, in many situations, the size of each coalition should be bounded. This paper studies such coalition formation scenarios in both weighted and unweighted settings. Since finding a partition that maximizes the utilitarian social welfare is computationally hard, we provide a polynomial-time approximation algorithm. We also investigate the existence and the complexity of finding stable partitions. Namely, we show that the Contractual Strict Core (CSC) is never empty, but the Strict Core (SC) of some games is empty. Finding partitions that are in the CSC is computationally easy, but even deciding whether an SC of a given game exists is NP-hard. The analysis of the core is more involved. In the unweighted setting, we show that when the coalition size is bounded by 3 the core is never empty, and we present a polynomial time algorithm for finding a member of the core. However, for the weighted setting, the core may be empty, and we prove that deciding whether there exists a core is NP-hard.
AB - In many situations when people are assigned to coalitions, the utility of each person depends on the friends in her coalition. Additionally, in many situations, the size of each coalition should be bounded. This paper studies such coalition formation scenarios in both weighted and unweighted settings. Since finding a partition that maximizes the utilitarian social welfare is computationally hard, we provide a polynomial-time approximation algorithm. We also investigate the existence and the complexity of finding stable partitions. Namely, we show that the Contractual Strict Core (CSC) is never empty, but the Strict Core (SC) of some games is empty. Finding partitions that are in the CSC is computationally easy, but even deciding whether an SC of a given game exists is NP-hard. The analysis of the core is more involved. In the unweighted setting, we show that when the coalition size is bounded by 3 the core is never empty, and we present a polynomial time algorithm for finding a member of the core. However, for the weighted setting, the core may be empty, and we prove that deciding whether there exists a core is NP-hard.
KW - Additively separable hedonic games
KW - Coalition formation
KW - Stability
UR - http://www.scopus.com/inward/record.url?scp=85196406629&partnerID=8YFLogxK
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AN - SCOPUS:85196406629
SN - 1548-8403
VL - 2024-May
SP - 1119
EP - 1127
JO - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
JF - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
T2 - 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024
Y2 - 6 May 2024 through 10 May 2024
ER -