bookCambridge University Press eBooksOct 23, 2008Closed access

Dynamical Processes on Complex Networks

Centre de Physique Théorique · Commissariat à l'Énergie Atomique et aux Énergies Alternatives · +1 more institution

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Abstract

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…

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Authors

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Topics & keywords

Keywords
  • Complex network
  • Modular design
  • Computer science
  • Data science
  • Dynamical systems theory
  • Complex system
  • Subject (documents)
  • Statistical mechanics
UN Sustainable Development Goals
  • Quality Education
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