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Hitting Times of Random Walks on Edge Corona Product Graphs.

Authors :
Zhu, Mingzhe
Xu, Wanyue
Li, Wei
Zhang, Zhongzhi
Kan, Haibin
Source :
Computer Journal. Feb2024, Vol. 67 Issue 2, p485-497. 13p.
Publication Year :
2024

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00104620
Volume :
67
Issue :
2
Database :
Academic Search Index
Journal :
Computer Journal
Publication Type :
Academic Journal
Accession number :
175522746
Full Text :
https://doi.org/10.1093/comjnl/bxac189