边电晕积图上随机行走的命中次数

IF 1.5 4区 计算机科学 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Journal Pub Date : 2023-01-09 DOI:10.1093/comjnl/bxac189
Mingzhe Zhu, Wanyue Xu, Wei Li, Zhongzhi Zhang, Haibin Kan
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引用次数: 0

摘要

图产品已被广泛应用于复杂网络的建模,在现实世界的复杂系统中观察到惊人的性质。本文研究了一类由边缘电晕积迭代生成的图的随机行走命中时间。我们首先推导出与图相关的归一化邻接矩阵的特征值和特征向量的递归解。基于这些结果,我们进一步得到了关于随机行走命中次数的有趣量,提供了双节点命中时间的迭代公式,以及定义为所有节点对命中次数加权平均值的Kemeny常数的封闭表达式,以及所有节点对命中次数的算术平均值。
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Hitting Times of Random Walks on Edge Corona Product Graphs
Abstract Graph products have been extensively applied to model complex networks with striking properties observed in real-world complex systems. In this paper, we study the hitting times for random walks on a class of graphs generated iteratively by edge corona product. We first derive recursive solutions to the eigenvalues and eigenvectors of the normalized adjacency matrix associated with the graphs. Based on these results, we further obtain interesting quantities about hitting times of random walks, providing iterative formulas for two-node hitting time, as well as closed-form expressions for the Kemeny’s constant defined as a weighted average of hitting times over all node pairs, as well as the arithmetic mean of hitting times of all pairs of nodes.
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来源期刊
Computer Journal
Computer Journal 工程技术-计算机:软件工程
CiteScore
3.60
自引率
7.10%
发文量
164
审稿时长
4.8 months
期刊介绍: The Computer Journal is one of the longest-established journals serving all branches of the academic computer science community. It is currently published in four sections.
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