Dynamical Processes on Complex Networks

Nonfiction, Science & Nature, Science, Physics, Mathematical Physics, Mathematics
Cover of the book Dynamical Processes on Complex Networks by Alain Barrat, Marc Barthélemy, Alessandro Vespignani, Cambridge University Press
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Author: Alain Barrat, Marc Barthélemy, Alessandro Vespignani ISBN: 9781139235037
Publisher: Cambridge University Press Publication: October 23, 2008
Imprint: Cambridge University Press Language: English
Author: Alain Barrat, Marc Barthélemy, Alessandro Vespignani
ISBN: 9781139235037
Publisher: Cambridge University Press
Publication: October 23, 2008
Imprint: Cambridge University Press
Language: English

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.

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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.

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