Network Based Analysis of Dynamical Systems is popular PDF and ePub book, written by Dániel Leitold in 2020-01-13, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Network Based Analysis of Dynamical Systems can be Read Online from any device for your convenience.
Network Based Analysis of Dynamical Systems Book PDF Summary
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.
Detail Book of Network Based Analysis of Dynamical Systems PDF
- Author : Dániel Leitold
- Release : 13 January 2020
- Publisher : Springer Nature
- ISBN : 9783030364724
- Genre : Computers
- Total Page : 119 pages
- Language : English
- PDF File Size : 13,8 Mb
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