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Time-Space Analysis of the Cluster-Formation in Interacting Diffusions

机译:相互作用扩散中簇形成的时空分析

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A countable system of linearly interacting diffusions on the interval [0,1], indexed by a hierarchical group is investigated. A particular choice of the interactions guarantees that we are in the diffusive clustering regime, that is spatial clusters of components with values all close to 0 or all close to 1 grow in various different scales. We studied this phenomenon in [FG94]. In the present paper we analyze the evolution of single components and of clusters over time. First we focus on the time picture of a single component and find that components close to 0 or close to 1 at a late time have had this property for a large time of random order of magnitude, which nevertheless is small compared with the age of the system. The asymptotic distribution of the suitably scaled duration a component was close to a boundary point is calculated. Second we study the history of spatial 0- or 1-clusters by means of time scaled block averages and time-space-thinning procedures. The scaled age of a cluster is again of a random order of magnitude. Third, we construct a transformed Fisher-Wright tree, which (in the long-time limit) describes the structure of the space-time process associated with our system. All described phenomena are independent of the diffusion coefficient and occur for a large class of initial configurations (universality).
机译:研究了由层级组索引的间隔[0,1]上线性相互作用扩散的可数系统。相互作用的特定选择保证了我们处于扩散聚类机制中,即值全部接近0或全部接近1的组件的空间簇以各种不同的比例增长。我们在[FG94]中研究了这种现象。在本文中,我们分析了单个组件和群集随时间的演变。首先,我们着眼于单个组件的时间图,发现在很晚的时间内接近于0或接近于1的组件在随机数量级的大时间内具有此属性,但是与该组件的使用年限相比,该属性很小。系统。计算适当缩放的持续时间的渐近分布,其中一个分量接近边界点。其次,我们通过时间尺度的块平均和时空稀疏程序研究了空间0或1集群的历史。簇的标度年龄也再次是随机的数量级。第三,我们构造了一个经过转换的Fisher-Wright树,该树(在很长时间内)描述了与我们的系统相关的时空过程的结构。所描述的所有现象均与扩散系数无关,并且会针对大量的初始配置(通用性)发生。

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