Paper Info
Title
Optimizing Synchronizability of Multilayer Networks Based on the Graph Comparison Method
Abstract
This paper is aimed at optimizing the synchronizability of a complex network when the total of its edge weights is given and fixed. We try to allocate edge weights on a complex network to optimize the network’s synchronizability from the perspective of spectral graph theory. Most of the existing analysis on multilayer networks assumes the weights of intralayer or interlayer edges to be identical. Such a restrictive assumption is not made in this work. Using the graph comparison based method, different edge weights are allocated according to topological features of networks, which is more reasonable and consistent with most physical complex networks. Furthermore, in order to find out the best edge-weight allocation scheme, we carried out numerical simulations on typical duplex networks and real-world networks. The simulation results show that our proposed edge-weight allocation schemes outperform the average, degree-based, and edge betweenness centrality allocations.
Year
DOI
Venue
2020
10.1109/TCSI.2019.2963687
IEEE Transactions on Circuits and Systems I: Regular Papers
Keywords
DocType
Volume
Multilayer network,synchronizability,graph comparison,edge-weight allocation
Journal
67
Issue
ISSN
Citations 
5
1549-8328
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Hui Liu11007.30
Jiangqiao Xu200.34
Zengyang Li332.45
Xiaoping Wang46715.51
Lv Jinhu52906244.29
Zhigang Zeng63962234.23