Meigel Felix J, Rulands Steffen
Max Planck Institute for the Physics of Complex Systems, Dresden, Germany.
Ludwigs-Maximilians-Universität München, Arnold Sommerfeld Center for Theoretical Physics, München, Germany.
Commun Phys. 2025;8(1):63. doi: 10.1038/s42005-025-01985-7. Epub 2025 Feb 12.
Biological systems often consist of a small number of constituents and are therefore inherently noisy. To function effectively, these systems must employ mechanisms to constrain the accumulation of noise. Such mechanisms have been extensively studied and comprise the constraint by external forces, nonlinear interactions, or the resetting of the system to a predefined state. Here, we propose a fourth paradigm for noise constraint: self-organized resetting, where the resetting rate and position emerge from self-organization through time-discrete interactions. We study general properties of self-organized resetting systems using the paradigmatic example of cooperative resetting, where random pairs of Brownian particles are reset to their respective average. We demonstrate that such systems undergo a delocalization phase transition, separating regimes of constrained and unconstrained noise accumulation. Additionally, we show that systems with self-organized resetting can adapt to external forces and optimize search behavior for reaching target values. Self-organized resetting has various applications in nature and technology, which we demonstrate in the context of sexual interactions in fungi and spatial dispersion in shared mobility services. This work opens routes into the application of self-organized resetting across various systems in biology and technology.
生物系统通常由少数成分组成,因此本质上是有噪声的。为了有效运作,这些系统必须采用机制来限制噪声的积累。此类机制已得到广泛研究,包括外力约束、非线性相互作用或系统重置为预定义状态。在此,我们提出一种噪声约束的第四范式:自组织重置,其中重置速率和位置通过时间离散相互作用从自组织中产生。我们使用协同重置的典型例子研究自组织重置系统的一般特性,即布朗粒子的随机对被重置到各自的平均值。我们证明,此类系统会经历离域相变,将受约束和不受约束的噪声积累状态区分开来。此外,我们表明具有自组织重置的系统可以适应外力并优化搜索行为以达到目标值。自组织重置在自然界和技术中有各种应用,我们在真菌的性相互作用和共享移动服务中的空间扩散背景下进行了展示。这项工作为自组织重置在生物学和技术中的各种系统中的应用开辟了道路。