Spectral Properties of Extended Sierpinski Graphs and Their Applications

被引:13
|
作者
Qi, Yi [1 ]
Zhang, Zhongzhi [1 ]
机构
[1] Fudan Univ, Shanghai Key Lab Intelligent Informat Proc, Sch Comp Sci, Shanghai 200433, Peoples R China
基金
中国国家自然科学基金;
关键词
Sierpinski graph; graph spectrum; spanning tree; random walk; cover time; mean hitting time; RESISTANCE; NETWORKS; CONSENSUS; TOWER; HAMILTONICITY; WIENER; TIMES;
D O I
10.1109/TNSE.2018.2797483
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The eigenvalues of a graph present a wide range of applications in structural and dynamical aspects of the graph. Determining and analyzing spectra of a graph has been an important and exciting research topic in recent years. In this paper, we study the spectra and their applications for extended Sierpinski graphs, which are closely related to WK-recursive networks that are widely used in the design and implementation of local area networks and parallel processing architectures. Moreover, a particular case of extended Sierpinski graphs is the dual of Apollonian network, which displays the prominent scale-free small-world characteristics as observed in various real networks. We derive recursive relations of the characteristic polynomials for extended Sierpinski graphs at two successive iterations, based on which we determine all the eigenvalues, their corresponding multiplicities and properties. We then use the obtained eigenvalues to evaluate the number of spanning trees, Kirchhoff index of extended Sierpinski graphs, as well as mean hitting time and cover time for random walks on the graphs.
引用
收藏
页码:512 / 522
页数:11
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