Recent Progress in Some Active Topics on Complex Networks

4th International Workshop on Statistical Physics and Mathematics for Complex Systems

物理学;数学

Gu, J.^1,2 ; Zhu, Y.^2,3 ; Guo, L.^4 ; Jiang, J.^5 ; Chi, L.^2 ; Li, W.^2 ; Wang, Q.A.^3 ; Cai, X.^2

School of Science, Jiangnan University, Wuxi

214122, China^1

College of Physical Science and Technology, Huazhong Normal University, Wuhan

430079, China^2

Laboratoire de Physique Statistique et Systemes Complexes, ISMANS, 44 ave. Bartholdi, Le Mans

72000, France^3

School of Mathematics and Physics, China University of Geosciences (Wuhan), Wuhan

430074, China^4

Research Center of Nonlinear Science, College of Mathematics and Computer Science, Wuhan Textile University, Wuhan

430200, China^5

关键词: Graph energy;    Interdependent networks;    Opinion dynamics;    Recent progress;    Research orientations;    Spectral graph theory;    Temporal networks;    Topological structure;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/604/1/012007/pdf
DOI  :  10.1088/1742-6596/604/1/012007

来源: IOP

【 摘 要 】

Complex networks have been extensively studied across many fields, especially in interdisciplinary areas. It has since long been recognized that topological structures and dynamics are important aspects for capturing the essence of complex networks. The recent years have also witnessed the emergence of several new elements which play important roles in network study. By combining the results of different research orientations in our group, we provide here a review of the recent advances in regards to spectral graph theory, opinion dynamics, interdependent networks, graph energy theory and temporal networks. We hope this will be helpful for the newcomers of those fields to discover new intriguing topics.