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 complex connectivity patterns for graduates and researchers in statistical mechanics, mathematical biology and information science.
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.
Inhaltsangabe
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 collective behavior 11. Traffic on complex networks 12. Networks in biology: from the cell to ecosystems 13. Postface: critically examining complex networks science Appendixes References Index.
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 collective behavior 11. Traffic on complex networks 12. Networks in biology: from the cell to ecosystems 13. Postface: critically examining complex networks science Appendixes References Index.
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