Chen, Guanrong

Propagation Dynamics on Complex Networks: Models, Methods and Stability Analysis

Chen, Guanrong - Propagation Dynamics on Complex Networks: Models, Methods and Stability Analysis, ebook


Ebook, ePUB with Adobe DRM
ISBN: 9781118762813
DRM Restrictions

Printing98 pages with an additional page accrued every 8 hours, capped at 98 pages
Copy to clipboard5 excerpts

Explores the emerging subject of epidemic dynamics on complex networks, including theories, methods, and real-world applications

Throughout history epidemic diseases have presented a serious threat to human life, and in recent years the spread of infectious diseases such as dengue, malaria, HIV, and SARS has captured global attention; and in the modern technological age, the proliferation of virus attacks on the Internet highlights the emergent need for knowledge about modeling, analysis, and control in epidemic dynamics on complex networks. 

For advancement of techniques, it has become clear that more fundamental knowledge will be needed in mathematical and numerical context about how epidemic dynamical networks can be modelled, analyzed, and controlled. This book explores recent progress in these topics and looks at issues relating to various epidemic systems.

Propagation Dynamics on Complex Networks covers most key topics in the field, and will provide a valuable resource for graduate students and researchers interested in network science and dynamical systems, and related interdisciplinary fields.

Key Features:

  • Includes a brief history of mathematical epidemiology and epidemic modeling on complex networks.
  • Explores how information, opinion, and rumor spread via the Internet and social networks.
  • Presents plausible models for propagation of SARS and avian influenza outbreaks, providing a reality check for otherwise abstract mathematical modeling.
  • Considers various infectivity functions, including constant, piecewise-linear, saturated, and nonlinear cases.

Examines information transmission on complex networks, and investigates the difference between information and epidemic spreading.

Keywords: Applied Probability & Statistics, Propagation Dynamics on Complex Networks Models, Methods and Stability, Xiaoming Fu, Michael Small, Guanrong Chen, epidemic dynamical networks, general epidemic models

John Wiley and Sons, Inc.
Publication year
Page amount
328 pages
Natural Sciences
Printed ISBN

Similar titles