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VersandkostenfreiThis book brings together recent advances and presents a comprehensive picture of the scientific study of networks. It includes discussion of computer networks, social networks, biological networks, and others, and an introduction to the mathematics of network theory, including analysis techniques, computer algorithms, and network modeling.
This book brings together recent advances and presents a comprehensive picture of the scientific study of networks. It includes discussion of computer networks, social networks, biological networks, and others, and an introduction to the mathematics of network theory, including analysis techniques, computer algorithms, and network modeling.
Inhaltsverzeichnis
- 1: Introduction
- Part I: The empirical study of networks
- 2: Technological networks
- 3: Networks of information
- 4: Social networks
- 5: Biological networks
- Part II: Fundamentals of network theory
- 6: Mathematics of networks
- 7: Measures and metrics
- 8: Computer algorithms
- 9: Network statistics and measurement error
- 10: The structure of real-world networks
- Part III: Network models
- 11: Random graphs
- 12: The configuration model
- 13: Models of network formation
- Part IV: Applications
- 14: Community structure
- 15: Percolation and network resilience
- 16: Epidemics on networks
- 17: Dynamical systems on networks
- 18: Network search
Produktdetails
Erscheinungsdatum
26. Juli 2018
Sprache
englisch
Auflage
2. Auflage
Seitenanzahl
XI
Autor/Autorin
Mark Newman
Illustrationen
161 figures/illustrations
Verlag/Hersteller
Produktart
gebunden
Abbildungen
161 figures/illustrations
Gewicht
1867 g
Größe (L/B/H)
254/192/45 mm
ISBN
9780198805090
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Pressestimmen
This is the definitive book on networks, friendly enough for anyone to read and serious enough for researchers to find their way. [Newman] is one of the founders and leaders of the field and has updated the book with cutting-edge topics. Professor Cris Moore, Santa Fe Institute
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