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高阶网络中社会困境下的爆发性合作

Explosive Cooperation in Social Dilemmas on Higher-Order Networks.

作者信息

Civilini Andrea, Sadekar Onkar, Battiston Federico, Gómez-Gardeñes Jesús, Latora Vito

机构信息

School of Mathematical Sciences, Queen Mary University of London, London E1 4NS, United Kingdom.

Dipartimento di Fisica ed Astronomia, Università di Catania and INFN, Catania I-95123, Italy.

出版信息

Phys Rev Lett. 2024 Apr 19;132(16):167401. doi: 10.1103/PhysRevLett.132.167401.

Abstract

Understanding how cooperative behaviors can emerge from competitive interactions is an open problem in biology and social sciences. While interactions are usually modeled as pairwise networks, the units of many real-world systems can also interact in groups of three or more. Here, we introduce a general framework to extend pairwise games to higher-order networks. By studying social dilemmas on hypergraphs with a tunable structure, we find an explosive transition to cooperation triggered by a critical number of higher-order games. The associated bistable regime implies that an initial critical mass of cooperators is also required for the emergence of prosocial behavior. Our results show that higher-order interactions provide a novel explanation for the survival of cooperation.

摘要

理解合作行为如何能从竞争互动中产生是生物学和社会科学中的一个开放性问题。虽然互动通常被建模为成对网络,但许多现实世界系统的单元也可以在三个或更多的群体中进行互动。在这里,我们引入一个通用框架,将成对博弈扩展到高阶网络。通过研究具有可调结构的超图上的社会困境,我们发现由临界数量的高阶博弈引发向合作的爆发性转变。相关的双稳态机制意味着亲社会行为的出现也需要初始临界数量的合作者。我们的结果表明,高阶互动为合作的存续提供了一种新的解释。

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