Collective Games on Hypergraphs

Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora

Research output: Contribution to Book/Report typesChapterpeer-review

Abstract (may include machine translation)

Human activities often require simultaneous decision-making of individuals in groups. These processes cannot be coherently addressed by means of networks, as networks only allow for pairwise interactions. Here, we propose a general implementation for collective games in which higher-order interactions are encoded on hypergraphs. We employ it for the study of the public goods game by first validating the analytical expression of the replicator dynamics in uniform and heterogeneous populations, and then by introducing a procedure for retrieving empirical synergistic effects of group interactions from real datasets.

Original languageEnglish
Title of host publicationUnderstanding Complex Systems
PublisherSpringer Science and Business Media Deutschland GmbH
Pages377-388
Number of pages12
DOIs
StatePublished - 2022

Publication series

NameUnderstanding Complex Systems
ISSN (Print)1860-0832
ISSN (Electronic)1860-0840

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