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Download PDF, EPUB, MOBI Propagation Dynamics on Complex Networks : Models, Methods and Stability Analysis

Download PDF, EPUB, MOBI Propagation Dynamics on Complex Networks : Models, Methods and Stability Analysis

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

Propagation Dynamics on Complex Networks : Models, Methods and Stability Analysis
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Author: Guanrong Chen
Page Count: 328 pages
Published Date: 10 Feb 2014
Publisher: John Wiley & Sons Inc
Publication Country: New York, United States
Language: English
ISBN: 9781118534502
File size: 48 Mb
File Name: propagation.dynamics.on.complex.networks.models,.methods.and.stability.analysis.pdf
Download Link: propagation dynamics on complex networks models, methods and stability analysis
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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.

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