Distributed Computer And Communication Networks Paperback
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Author 1
Vishnevskiy, Vladimir M.
Book Description
This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in the network representation., , Over the last decade, network science has become a widely applied methodology for the analysis of dynamical systems. Representing the system as a mathematical graph allows several network-based methods to be applied, and centrality and clustering measures to be calculated in order to characterise and describe the behaviours of dynamical systems., , , , The applicability of the algorithms developed here is presented in the form of well-known benchmark examples. The algorithms are supported by more than 50 figures and more than 170 references; taken together, they provide a good overview of the current state of network science-based analysis of dynamical systems, and suggest further reading material for researchers and students alike. The files for the proposed toolbox can be downloaded from a corresponding website.
ISBN-13
9783030366247
Language
English
Publisher
Springer Nature Switzerland AG
Publication Date
14-Jan-20
Number of Pages
658
About the Author
Dr. Janos Abonyi is a Full Professor of Computer Science and Chemical Engineering at the Department of Process Engineering, University of Pannonia, Veszprem, Hungary. His other publications include the Springer titles Interpretability of Computational Intelligence-Based Regression Models, and (with Dr. Vathy-Fogarassy) Graph-Based Clustering and Data Visualization Algorithms., , Dr. Agnes Vathy-Fogarassy is an Associate Professor at the Department of Computer Science and Systems Technology at the University of Pannonia., , Daniel Leitold is an Assistant Lecturer at the University of Pannonia.
Editor 1
Vladimir M. Vishnevskiy
Editor 2
Konstantin E. Samouylov
Editor 3
Dmitry V. Kozyrev