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Cover: 9780198805090 | Networks | An Introduction | Mark Newman | Buch | Gebunden | Englisch
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Networks
An Introduction
Buch von Mark Newman
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor
Mark Newman received a [...]. in physics from the University of Oxford in 1991 and conducted postdoctoral research at Cornell University before joining the staff of the Santa Fe Institute, a think-tank in New Mexico devoted to the study of complex systems. In 2002 he left Santa Fe for the University of Michigan, where he is currently Anatol Rapoport Distinguished University Professor of Physics and a professor in the university's Center for the Study of Complex Systems.
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

Details
Erscheinungsjahr: 2018
Rubrik: Wissenschaften
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9780198805090
ISBN-10: 0198805098
Sprache: Englisch
Einband: Gebunden
Autor: Newman, Mark
Auflage: 2. Auflage
Hersteller: Oxford University Press
Abbildungen: 161 figures/illustrations
Maße: 254 x 192 x 45 mm
Von/Mit: Mark Newman
Erscheinungsdatum: 26.07.2018
Gewicht: 1,867 kg
Artikel-ID: 113502280
Über den Autor
Mark Newman received a [...]. in physics from the University of Oxford in 1991 and conducted postdoctoral research at Cornell University before joining the staff of the Santa Fe Institute, a think-tank in New Mexico devoted to the study of complex systems. In 2002 he left Santa Fe for the University of Michigan, where he is currently Anatol Rapoport Distinguished University Professor of Physics and a professor in the university's Center for the Study of Complex Systems.
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

Details
Erscheinungsjahr: 2018
Rubrik: Wissenschaften
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9780198805090
ISBN-10: 0198805098
Sprache: Englisch
Einband: Gebunden
Autor: Newman, Mark
Auflage: 2. Auflage
Hersteller: Oxford University Press
Abbildungen: 161 figures/illustrations
Maße: 254 x 192 x 45 mm
Von/Mit: Mark Newman
Erscheinungsdatum: 26.07.2018
Gewicht: 1,867 kg
Artikel-ID: 113502280
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