Improving Network Degree Correlation by Degree-preserving Rewiring

S Zou, B Zhou, Q Xuan - arXiv preprint arXiv:2404.07779, 2024 - arxiv.org
Degree correlation is a crucial measure in networks, significantly impacting network
topology and dynamical behavior. The degree sequence of a network is a significant …

Fast degree-preserving rewiring of complex networks

S Mannion, P MacCarron, A Saxena… - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper we introduce a new fast degree-preserving network rewiring algorithm.
Commonly used existing algorithms require a large number of iterations, in particular in the …

Evaluating the cascade effect in interdependent networks via algebraic connectivity

S Tauch, W Liu, R Pears - International Journal of Information …, 2015 - ijicta.org
Understanding how the underlying network structure and interconnectivity impact on the
robustness of the interdependent networks is a major challenge in complex networks …

[HTML][HTML] Enhancing structural robustness of scale-free networks by information disturbance

J Wu, SY Tan, Z Liu, YJ Tan, X Lu - Scientific reports, 2017 - nature.com
Many real-world systems can be described by scale-free networks with power-law degree
distributions. Scale-free networks show a “robust yet fragile” feature due to their …

An Efficient Algorithm for Generating Directed Networks with Predetermined Assortativity Measures

T Wang, J Yan, Y Yuan, P Zhang - arXiv preprint arXiv:2201.03451, 2022 - arxiv.org
Assortativity coefficients are important metrics to analyze both directed and undirected
networks. In general, it is not guaranteed that the fitted model will always agree with the …

[PDF][PDF] When is a network complex? Connectance drives degree distribution and emerging network properties

T Poisot, D Gravel - PeerJ Preprints, 2013 - scholar.archive.org
Ecologists developed a strong interest for network theory, as it allowed to make sense of
some of the complexity of ecological communities. In contrast to early approaches on …

Cost-effectiveness analysis of structural robustness in complex networks

SY Tan, Y Deng, J Wu - 2019 IEEE International Symposium on …, 2019 - ieeexplore.ieee.org
As the robustness of network is mainly determined by the number of redundant paths in the
network, many networks perform well in some robustness metrics just because of their large …

A Spectral Measure for Network Robustness: Assessment, Design, and Evolution

S Jin, R Ma, J Li, S Eftekharnejad… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
A robust system should perform well under random failures or targeted attacks, and
networks have been widely used to model the underlying structure of complex systems such …

Approximating natural connectivity of scale-free networks based on largest eigenvalue

SY Tan, J Wu, MJ Li, X Lu - Europhysics Letters, 2016 - iopscience.iop.org
It has been recently proposed that natural connectivity can be used to efficiently characterize
the robustness of complex networks. The natural connectivity has an intuitive physical …

[HTML][HTML] Effects of random rewiring on the degree correlation of scale-free networks

J Qu, SJ Wang, M Jusup, Z Wang - Scientific reports, 2015 - nature.com
Random rewiring is used to generate null networks for the purpose of analyzing the
topological properties of scale-free networks, yet the effects of random rewiring on the …