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Dynamical Processes on Complex Networks

Af: Alain Barrat, Alessandro Vespignani, Marc Barthelemy Engelsk Paperback

Dynamical Processes on Complex Networks

Af: Alain Barrat, Alessandro Vespignani, Marc Barthelemy Engelsk Paperback
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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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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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Produktdetaljer
Sprog: Engelsk
Sider: 361
ISBN-13: 9781107626256
Indbinding: Paperback
Udgave:
ISBN-10: 1107626250
Kategori: Statistisk fysik
Udg. Dato: 11 okt 2012
Længde: 20mm
Bredde: 174mm
Højde: 245mm
Forlag: Cambridge University Press
Oplagsdato: 11 okt 2012
Forfatter(e): Alain Barrat, Alessandro Vespignani, Marc Barthelemy
Forfatter(e) Alain Barrat, Alessandro Vespignani, Marc Barthelemy

Kategori Statistisk fysik

ISBN-13 9781107626256

Sprog Engelsk

Indbinding Paperback

Sider 361

Udgave

Længde 20mm

Bredde 174mm

Højde 245mm

Udg. Dato 11 okt 2012

Oplagsdato 11 okt 2012

Forlag Cambridge University Press