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Frontiers in Applied Dynamical Systems: Reviews and Tutorials

Dynamical Systems on Networks

A Tutorial

Authors: Porter, Mason A., Gleeson, James P.

  • Serves as an accessible entry point into the study of dynamical systems on networks
  • Conveys why dynamical systems on networks is interesting
  • Presents important open problems in the fields of dynamical systems on networks
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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 Fellow

of Somerville College. James P. Gleeson is Professor of Industrial and Applied Mathematics, and co-Director of MACSI, at the University of Limerick, Ireland.

 

    Table of contents (8 chapters)

    • Introduction: How Does Nontrivial Network Connectivity Affect Dynamical Processes on Networks?

      Pages 1-2

      Porter, Mason A. (et al.)

    • A Few Basic Concepts

      Pages 3-4

      Porter, Mason A. (et al.)

    • Examples of Dynamical Systems

      Pages 5-27

      Porter, Mason A. (et al.)

    • General Considerations

      Pages 29-45

      Porter, Mason A. (et al.)

    • Software Implementation

      Pages 47-48

      Porter, Mason A. (et al.)

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    Bibliographic Information

      Book Title
      Dynamical Systems on Networks
      Book Subtitle
      A Tutorial
      Authors
      Series Title
      Frontiers in Applied Dynamical Systems: Reviews and Tutorials
      Series Volume
      4
      Copyright
      2016
      Publisher
      Springer International Publishing
      Copyright Holder
      Springer International Publishing Switzerland
      eBook ISBN
      978-3-319-26641-1
      DOI
      10.1007/978-3-319-26641-1
      Softcover ISBN
      978-3-319-26640-4
      Series ISSN
      2364-4532
      Edition Number
      1
      Number of Pages
      XIV, 80
      Number of Illustrations
      1 b/w illustrations
      Topics