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Viser: The Nature of Complex Networks
The Nature of Complex Networks
Sergey N. Dorogovtsev og José F. F. Mendes
(2025)
Sprog: Engelsk
Oxford University Press
538,00 kr.
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Detaljer om varen
- Paperback: 480 sider
- Udgiver: Oxford University Press (Februar 2025)
- Forfattere: Sergey N. Dorogovtsev og José F. F. Mendes
- ISBN: 9780198959632
The Nature of Complex Networks provides a systematic introduction to the statistical mechanics of complex networks and the different theoretical achievements in the field that are now finding strands in common.
The book presents a wide range of networks and the processes taking place on them, including recently developed directions, methods, and techniques. It assumes a statistical mechanics view of random networks based on the concept of statistical ensembles but also features the approaches and methods of modern random graph theory and their overlaps with statistical physics.
This book will appeal to graduate students and researchers in the fields of statistical physics, complex systems, graph theory, applied mathematics, and theoretical epidemiology.
The book presents a wide range of networks and the processes taking place on them, including recently developed directions, methods, and techniques. It assumes a statistical mechanics view of random networks based on the concept of statistical ensembles but also features the approaches and methods of modern random graph theory and their overlaps with statistical physics.
This book will appeal to graduate students and researchers in the fields of statistical physics, complex systems, graph theory, applied mathematics, and theoretical epidemiology.
Preface1. First insight2. Graphs3. Classical random graphs4. Equilibrium networks5. Evolving networks6. Connected components7. Epidemics and spreading phenomena8. Networks of networks9. Spectra and communities10. Walks and search11. Temporal networks12. Cooperative systems on networks13. Inference and reconstruction14. What's next?Further ReadingAppendices A-GReferences
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