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The Kemeny’s Constant and Spanning Trees of Hexagonal Ring Network
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作者 Shahid Zaman Ali N.A.Koam +1 位作者 Ali Al Khabyah Ali Ahmad 《Computers, Materials & Continua》 SCIE EI 2022年第12期6347-6365,共19页
Spanning tree(τ)has an enormous application in computer science and chemistry to determine the geometric and dynamics analysis of compact polymers.In the field of medicines,it is helpful to recognize the epidemiology... Spanning tree(τ)has an enormous application in computer science and chemistry to determine the geometric and dynamics analysis of compact polymers.In the field of medicines,it is helpful to recognize the epidemiology of hepatitis C virus(HCV)infection.On the other hand,Kemeny’s constant(Ω)is a beneficial quantifier characterizing the universal average activities of a Markov chain.This network invariant infers the expressions of the expected number of time-steps required to trace a randomly selected terminus state since a fixed beginning state si.Levene and Loizou determined that the Kemeny’s constant can also be obtained through eigenvalues.Motivated by Levene and Loizou,we deduced the Kemeny’s constant and the number of spanning trees of hexagonal ring network by their normalized Laplacian eigenvalues and the coefficients of the characteristic polynomial.Based on the achieved results,entirely results are obtained for the M鯾ius hexagonal ring network. 展开更多
关键词 Matrix Analysis hexagonal ring network kemeny’s constant spanning tree
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The Normalized Laplacians on Both Two Iterated Constructions Associated with Graph and Their Applications
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作者 Chang Liu Yingui Pan +1 位作者 Jianping Li Li Dai 《Journal of Applied Mathematics and Physics》 2020年第5期838-860,共23页
Given a simple connected graph G, we consider two iterated constructions associated with G: Fk (G) and Rk (G) . In this paper, we completely obtain the normalized Laplacian spectrum of Fk (G) and Rk (G) , with k ≥2, ... Given a simple connected graph G, we consider two iterated constructions associated with G: Fk (G) and Rk (G) . In this paper, we completely obtain the normalized Laplacian spectrum of Fk (G) and Rk (G) , with k ≥2, respectively. As applications, we derive the closed-formula of the multiplicative degree-Kirchhoff index, the Kemeny’s constant, and the number of spanning trees of Fk?(G)? , Rk?(G) , r-iterative graph ,Frk?(G)? and r-iterative graph , where k?≥2 and r?≥1 . Our results extend those main results proposed by Pan et al. (2018), and we provide a method to characterize the normalized Laplacian spectrum of iteratively constructed complex graphs. 展开更多
关键词 Normalized LAPLACIAN MULTIPLICATIVE Degree-Kirchhoff Index kemeny’s Con-stant sPANNING Tree
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