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Dynamical Processes on Complex Networks [Paperback]

Item : Dynamical Processes on Complex Networks [Paperback]
Price : $79.99 (see below)
Category : Books
Author Author : Barrat, Alain, Barth}}lemy, Marc, Vespignani, Alessandro
ISBN-10 ISBN-10 : 1107626250
ISBN-13 ISBN-13 : 9781107626256
Publisher Publisher : Cambridge University Press
Pages Pages : 361
Binding Binding : Paperback
Item ID : 100064924

An in-depth account on complex connectivity patterns for graduates and researchers in statistical mechanics, mathematical biology and information science.An in-depth account on the effect of complex connectivity patterns on dynamical phenomena, this book will interest graduate students and researchers in many disciplines, from physics and statistical mechanics to mathematical biology and information science. Its modular approach allows readers to easily access the sections of most interest to them.An in-depth account on the effect of complex connectivity patterns on dynamical phenomena, this book will interest graduate students and researchers in many disciplines, from physics and statistical mechanics to mathematical biology and information science. Its modular approach allows readers to easily access the sections of most interest to them.The availability of large data sets have allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks which have lead to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. For example, a vast number of everyday systems, from the brain to ecosystems, power grids and the Internet, can be represented as large complex networks. This new and recent account presents a comprehensive explanation of these effects.Preface; Acknowledgements; List of abbreviations; 1. Preliminaries: networks and graphs; 2. Networks and complexity; 3. Network models; 4. Introduction to dynamical processes: theory and simulation; 5. Phase transitions on complex networks; 6. Resilience and robustness of networks; 7. Synchronization phenomena in networks; 8. Walking and searching on networks; 9. Epidemic spreading in population networks; 10. Social networks and collel#.

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