AAAI Publications, Twenty-Ninth AAAI Conference on Artificial Intelligence

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Hedonic Coalition Formation in Networks
Martin Hoefer, Daniel Vaz, Lisa Wagner

Last modified: 2015-02-16

Abstract


Coalition formation is a fundamental problem in the organization of many multi-agent systems. In large populations, the formation of coalitions is often restricted by structural visibility and locality constraints under which agents can reorganize. We capture and study this aspect using a novel network-based model for dynamic locality within the popular framework of hedonic coalition formation games. We analyze the effects of network-based visibility and structure on the convergence of coalition formation processes to stable states. Our main result is a tight characterization of the structures based on which dynamic coalition formation can stabilize quickly. Maybe surprisingly, polynomial-time convergence can be achieved if and only if coalition formation is based on complete or star graphs.

Keywords


Coalition Formation; Hedonic Games; Stable Matching; Locality

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