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Opinion dynamics for agents with opinion-dependent connections

机译:具有意见依赖关系的代理商的观点动态

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We study a simple continuous-time multi-agent system related to Krause's model of opinion dynamics: each agent holds a real value, and this value is continuously attracted by every other value differing from it by less than 1, with an intensity proportional to the difference. We prove convergence to a set of clusters, with the agents in each cluster sharing a common value, and provide a lower bound on the distance between clusters at a stable equilibrium, under a suitable notion of multi-agent system stability. To better understand the behavior of the system for a large number of agents, we introduce a variant involving a continuum of agents. We show, under some conditions, the existence of a solution to the system dynamics, convergence to clusters, and a non-trivial lower bound on the distance between clusters. Finally, we establish that the continuum model accurately represents the asymptotic behavior of a system with a finite but large number of agents.
机译:我们研究了与Krause的意见动态模型相关的简单连续时间多智能体系:每个代理都持有真正的值,并且该值被从中与其不同的每个差值持续吸引,其强度与区别。我们将收敛到一组集群,每个集群中的代理共享公共值,并在多算子系统稳定性的合适概念下提供稳定平衡的簇之间的距离的下限。为了更好地了解系统的大量代理的行为,我们介绍了涉及连续的药剂的变种。在某些条件下,我们展示了系统动态,收敛到群集的解决方案以及集群之间的距离的非平凡下限。最后,我们确定连续模型准确地表示具有有限但大量代理的系统的渐近行为。

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