EIGENTIME IDENTITY FOR WEIGHT-DEPENDENT WALK ON A CLASS OF WEIGHTED FRACTAL SCALE-FREE HIERARCHICAL-LATTICE NETWORKS

Author:

WU BO1,ZHANG ZHIZHUO1,CHEN YINGYING1,JU TINGTING2,DAI MEIFENG2ORCID,LI YIN3,SU WEIYI4

Affiliation:

1. School of Applied Mathematics, Nanjing University of Finance and Economics, Nanjing 210023, P. R. China

2. Institute of Applied System Analysis, Jiangsu University, Zhenjiang 212013, P. R. China

3. School of Statistics and Mathematics, Nanjing Audit University, Nanjing 211815, P. R. China

4. Department of Mathematics, Nanjing University, Nanjing 210093, P. R. China

Abstract

In this paper, we construct a class of weighted fractal scale-free hierarchical-lattice networks. Each edge in the network generates [Formula: see text] connected branches in each iteration process and assigns the corresponding weight. To reflect the global characteristics of such networks, we study the eigentime identity determined by the reciprocal sum of non-zero eigenvalues of normalized Laplacian matrix. By the recursive relationship of eigenvalues at two successive generations, we find the eigenvalues and their corresponding multiplicities for two cases when [Formula: see text] is even or odd. Finally, we obtain the analytical expression of the eigentime identity and the scalings with network size of the weighted scale-free networks.

Funder

National Natural Science Foundation of China

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Geometry and Topology,Modeling and Simulation

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