arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2012.04943math.DScond-mat.dis-nnmath.APnlin.AO
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具有高阶相互作用的多种群相位振荡器网络

Multi-Population Phase Oscillator Networks with Higher-Order Interactions

Christian Bick, Tobias Böhle, Christian Kuehn

AI总结:

本文提出一个同时处理高阶相互作用、多种群和平均场极限的广义Kuramoto模型框架,推导了平均场极限下的演化方程,证明了特征方程组的存在唯一性,并分析了全同步状态的稳定性。

摘要:

经典的Kuramoto模型由圆上有限多个成对耦合的振荡器组成。在许多应用中,简单的成对耦合不足以描述真实世界的现象,因为高阶(或群体)相互作用会发生。因此,我们用包含高阶项的非常一般的耦合函数代替经典的耦合定律。此外,我们允许振荡器的多个种群通过非常一般的定律相互交互。在我们的分析中,我们关注这类广义Kuramoto模型的特征系统和平均场极限。虽然已有几项工作研究了我们方案的特定方面,但我们提出了一个通用框架,以同时处理所有三个方面(高阶、多种群和平均场)。假设每个种群中的振荡器相同,我们推导了平均场极限下振荡器种群演化的方程。首先,我们阐明了特征方程组的存在性和唯一性,这些方程在概率测度空间连同有界Lipschitz度量中表述。然后,我们在特征系统框架内研究动力学性质。我们识别了不变子空间以及所有振荡器在每个种群内同步的状态的稳定性。尽管结果表明这种所谓的全同步状态永远不会渐近稳定,但在某些条件下并采用合适的稳定性定义,可以证明全同步状态至少是局部稳定的。总之,我们的工作提供了一个严格的数学框架,可在此基础上进一步研究多种群高阶耦合粒子系统。

英文摘要:

The classical Kuramoto model consists of finitely many pairwise coupled oscillators on the circle. In many applications a simple pairwise coupling is not sufficient to describe real-world phenomena as higher-order (or group) interactions take place. Hence, we replace the classical coupling law with a very general coupling function involving higher-order terms. Furthermore, we allow for multiple populations of oscillators interacting with each other through a very general law. In our analysis, we focus on the characteristic system and the mean-field limit of this generalized class of Kuramoto models. While there are several works studying particular aspects of our program, we propose a general framework to work with all three aspects (higher-order, multi-population, and mean-field) simultaneously. Assuming identical oscillators in each population, we derive equations for the evolution of oscillator populations in the mean-field limit. First, we clarify existence and uniqueness of our set of characteristic equations, which are formulated in the space of probability measures together with the bounded-Lipschitz metric. Then, we investigate dynamical properties within the framework of the characteristic system. We identify invariant subspaces and stability of the state, in which all oscillators are synchronized within each population. Even though it turns out that this so called all-synchronized state is never asymptotically stable, under some conditions and with a suitable definition of stability, the all-synchronized state can be proven to be at least locally stable. In summary, our work provides a rigorous mathematical framework upon which the further study of multi-population higher-order coupled particle systems can be based.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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