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Spectra, Hitting Times and Resistance Distances of q- Subdivision Graphs

机译:光谱,击球时间和Q-细分图的电阻距离

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摘要

Subdivision, triangulation, Kronecker product, corona product and many other graph operations or products play an important role in complex networks. In this paper, we study the properties of q-subdivision graphs, which have been applied to model complex networks. For a simple connected graph G, its q-subdivision graph S_q(G) is obtained from G through replacing every edge uv in G by q disjoint paths of length 2, with each path having u and v as its ends. We derive explicit formulas for many quantities of S_q(G) in terms of those corresponding to G, including the eigenvalues and eigenvectors of normalized adjacency matrix, two-node hitting time, Kemeny constant, two-node resistance distance, Kirchhoff index, additive degree-Kirchhoff index and multiplicative degree-Kirchhoff index. We also study the properties of the iterated q-subdivision graphs, based on which we obtain the closed-form expressions for a family of hierarchical lattices, which has been used to describe scale-free fractal networks.
机译:细分,三角测量,Kronecker产品,电晕产品和许多其他图形操作或产品在复杂网络中发挥着重要作用。在本文中,我们研究了q-subdivirision图表的属性,该图已应用于模型复杂网络。对于简单的连接图G,通过将长度2的Q不相交的路径替换为G的每个边缘UV,通过将每个路径替换为G,通过长度2的Q脱节路径获得,具有U和V作为其端部的每个路径来获得其Q-Subdivirision曲线图S_Q(G)。我们在对应于G的那些方面获得了许多数量S_Q(g)的显式公式,包括归一化邻接矩阵的特征值和特征向量,双节点击打时间,kemeny恒定,双节点电阻距离,kirchhoff指数,添加度-Kirchhoff指数和乘法 - kirchhoff指数。我们还基于该图,研究了迭代Q-SubdiVision图表的属性,我们获得了一个分层格子系列的封闭形式表达式,这些表达式已经用于描述无垢分形网络。

著录项

  • 来源
    《The Computer journal》 |2021年第1期|76-92|共17页
  • 作者

    YIBO ZENG; ZHONGZHI ZHANG;

  • 作者单位

    Shanghai Key Laboratory of Intelligent Information Shanghai 200433 China School of Mathematical Sciences Fudan University Shanghai 200433 China;

    Shanghai Key Laboratory of Intelligent Information Shanghai 200433 China School of Computer Science Fudan University Shanghai 200433 China Fudan-Zhongan Joint Laboratory of Blockchain and Information Security Fudan University Shanghai 200433 China Shanghai Engineering Research Institute of Blockchain Fudan University Shanghai 200433 China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    normalized Laplacian spectrum; subdivision graph; random walk; hitting time; Kirchhoff index; effective resistance;

    机译:标准化的拉普拉斯谱;细分图;随机步行;打时空;Kirchhoff指数;有效性;

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