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arXiv 2309.03343nlin.AOnlin.SI
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具有高阶相互作用的群振荡器(swarmalators)的集体动力学

Collective dynamics of swarmalators with higher-order interactions

Md Sayeed Anwar, Gourab Kumar Sar, Matjaz Perc, Dibakar Ghosh

AI总结:

本文研究同时含成对与高阶相互作用的可解析群振荡器模型,揭示高阶作用可诱发并维持异步、相位波、混合与同步态之间的突变。

摘要:

高阶相互作用塑造着集体动力学,但它们如何影响群振荡器(swarmalator)系统中不同状态之间的转变,仍有待确定。为此,我们研究了一个在解析上可处理的群振荡器模型,该模型同时包含成对相互作用和高阶相互作用,产生了四种不同的集体状态:异步态、相位波态、混合态和同步态。我们表明,即使是极小比例的高阶相互作用,也会引发从异步态到相位波态和同步态的突变。我们还表明,高阶相互作用通过绕过中间的混合态,促进了从相位波态到同步态的突变。此外,即使成对相互作用倾向于排斥,较高水平的高阶相互作用仍能维持相位波态和同步态的存在。这些发现所获得的洞见揭示了自组织过程,有望解释众多真实世界系统中各种集体状态之间的突然转变。

英文摘要:

Higher-order interactions shape collective dynamics, but how they affect transitions between different states in swarmalator systems is yet to be determined. To that effect, we here study an analytically tractable swarmalator model that incorporates both pairwise and higher-order interactions, resulting in four distinct collective states: async, phase wave, mixed, and sync states. We show that even a minute fraction of higher-order interactions induces abrupt transitions from the async state to the phase wave and the sync state. We also show that higher-order interactions facilitate an abrupt transition from the phase wave to the sync state by bypassing the intermediate mixed state. Moreover, elevated levels of higher-order interactions can sustain the presence of phase wave and sync state, even when pairwise interactions lean towards repulsion. The insights gained from these findings unveil self-organizing processes that hold the potential to explain sudden transitions between various collective states in numerous real-world systems.

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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