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临界厄多斯-雷尼图的离域转变

Delocalization Transition for Critical Erdős-Rényi Graphs.

作者信息

Alt Johannes, Ducatez Raphael, Knowles Antti

机构信息

Section of Mathematics, University of Geneva, Rue du Conseil-Général 7-9, 1205 Geneva, Switzerland.

出版信息

Commun Math Phys. 2021;388(1):507-579. doi: 10.1007/s00220-021-04167-y. Epub 2021 Aug 14.

Abstract

We analyse the eigenvectors of the adjacency matrix of a critical Erdős-Rényi graph , where is of order . We show that its spectrum splits into two phases: a delocalized phase in the middle of the spectrum, where the eigenvectors are completely delocalized, and a semilocalized phase near the edges of the spectrum, where the eigenvectors are essentially localized on a small number of vertices. In the semilocalized phase the mass of an eigenvector is concentrated in a small number of disjoint balls centred around resonant vertices, in each of which it is a radial exponentially decaying function. The transition between the phases is sharp and is manifested in a discontinuity in the localization exponent of an eigenvector , defined through . Our results remain valid throughout the optimal regime .

摘要

我们分析了临界厄多斯 - 雷尼图的邻接矩阵的特征向量,其中 的阶数为 。我们表明其谱分为两个阶段:谱中间的非局域化阶段,特征向量完全非局域化;谱边缘附近的半局域化阶段,特征向量基本上局域在少数顶点上。在半局域化阶段,特征向量的质量集中在围绕共振顶点的少数不相交球中,在每个球内它是径向指数衰减函数。阶段之间的转变是尖锐的,并且表现为通过 定义的特征向量 的局域化指数 的不连续性。我们的结果在整个最优区域 中仍然有效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a04e/8550299/c91b09f22cc9/220_2021_4167_Fig1_HTML.jpg

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