Dynamical Systems on Networks : A Tutorial. 1st ed. 2016

種類:

電子ブック

責任表示:

by Mason Porter, James Gleeson

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2016

著者名:

• Porter, Mason.
• Gleeson, James.
• SpringerLink (Online service)

シリーズ名:

Frontiers in Applied Dynamical Systems: Reviews and Tutorials ; 4

ISBN:

9783319266411 [3319266411]    

注記:

Introduction: How Does Nontrivial Network Connectivity Affect Dynamical Processes on Networks -- A Few Basic Concepts -- Examples of Dynamical Systems -- General Considerations -- Software Implementation -- Dynamical Systems on Dynamical Networks -- Other Resources -- Conclusion, Outlook, and Open Problems -- Appendix.
This volume is a tutorial for the study of dynamical systems on networks. It discusses both methodology and models, including spreading models for social and biological contagions. The authors focus especially on “simple” situations that are analytically tractable, because they are insightful and provide useful springboards for the study of more complicated scenarios.  This tutorial, which also includes key pointers to the literature, should be helpful for junior and senior undergraduate students, graduate students, and researchers from mathematics, physics, and engineering who seek to study dynamical systems on networks but who may not have prior experience with graph theory or networks.   Mason A. Porter is Professor of Nonlinear and Complex Systems at the Oxford Centre for Industrial and Applied Mathematics, Mathematical Institute, University of Oxford, UK. He is also a member of the CABDyN Complexity Centre and a Tutorial Fe llow of Somerville College. James P. Gleeson is Professor of Industrial and Appli

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