Dynamical Processes on Complex Networks

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9780521879507: Dynamical Processes on Complex Networks

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.

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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.

About the Author:

Alain Barrat is Senior Researcher at the Centre de Physique Théorique (CNRS and Aix-Marseille University, France) and at the Institute for Scientific Interchange in Turin, Italy. His research interests are in the field of out-of-equilibrium statistical mechanics.

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Alain Barrat, Marc Barthelemy & Alessandro Vespignani
Published by Cambridge University Press (2008)
ISBN 10: 0521879507 ISBN 13: 9780521879507
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Book Description Cambridge University Press, 2008. Hardcover. Book Condition: New. First edition. The availability of large data sets has allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks, leading 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. This book presents a comprehensive account of these effects. A vast number of systems, from the brain to ecosystems, power grids and the internet, can be represented as large complex networks. 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 readily access the sections of most interest to them, and complicated maths is avoided so the text can be easily followed by non-experts in the subject. Contents 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 collective behaviour 11. Traffic on complex networks 12. Networks in biology 13. Postface: critically examining complex networks science Appendixes References Index. Printed Pages: 365. Bookseller Inventory # 11933

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Alain Barrat, Marc Barthelemy & Alessandro Vespignani
Published by Cambridge University Press (2008)
ISBN 10: 0521879507 ISBN 13: 9780521879507
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Book Description Cambridge University Press, 2008. Hardcover. Book Condition: New. First edition. The availability of large data sets has allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks, leading 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. This book presents a comprehensive account of these effects. A vast number of systems, from the brain to ecosystems, power grids and the internet, can be represented as large complex networks. 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 readily access the sections of most interest to them, and complicated maths is avoided so the text can be easily followed by non-experts in the subject. Contents 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 collective behaviour 11. Traffic on complex networks 12. Networks in biology 13. Postface: critically examining complex networks science Appendixes References Index. Printed Pages: 365. Bookseller Inventory # 11933

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Book Description Cambridge University Press, 2008. HRD. Book Condition: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # IP-9780521879507

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