Chemical Physics Division, Department of Physics, Stockholm University, Stockholm, Sweden.
Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology, Trondheim, Norway.
Sci Rep. 2021 Apr 28;11(1):9208. doi: 10.1038/s41598-021-87109-x.
A pressing challenge for coming decades is sustainable and just management of large-scale common-pool resources including the atmosphere, biodiversity and public services. This poses a difficult collective action problem because such resources may not show signs that usage restraint is needed until tragedy is almost inevitable. To solve this problem, a sufficient level of cooperation with a pro-conservation behavioural norm must be achieved, within the prevailing sociopolitical environment, in time for the action taken to be effective. Here we investigate the transient dynamics of behavioural change in an agent-based model on structured networks that are also exposed to a global external influence. We find that polarisation emerges naturally, even without bounded confidence, but that for rationally motivated agents, it is temporary. The speed of convergence to a final consensus is controlled by the rate at which the polarised clusters are dissolved. This depends strongly on the combination of external influences and the network topology. Both high connectivity and a favourable environment are needed to rapidly obtain final consensus.
未来几十年面临的一个紧迫挑战是可持续和公正地管理大规模的共有资源,包括大气、生物多样性和公共服务。这构成了一个困难的集体行动问题,因为这些资源可能不会显示出需要限制使用的迹象,直到悲剧几乎不可避免。为了解决这个问题,必须在当前的社会政治环境中,在采取行动有效的时间内,实现与保护行为规范的充分合作水平。在这里,我们在一个基于代理的模型中研究了结构化网络上行为变化的瞬态动力学,这些网络也受到全球外部影响。我们发现,即使没有有界置信度,极化也会自然出现,但对于理性动机的代理来说,极化是暂时的。最终共识的收敛速度由极化集群的溶解速度控制。这强烈取决于外部影响和网络拓扑的组合。要快速获得最终共识,需要高连接性和有利的环境。