Networks : an introduction / M.E.J. Newman.

"The scientific study of networks, including computer networks, social networks, and biological networks, has received an enormous amount of interest in the last few years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze ne...

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Bibliographic Details
Main Author: Newman, M. E. J. (Mark E. J.) (Author)
Format: eBook
Language:English
Published: Oxford ; New York : Oxford University Press, 2010.
Subjects:
Online Access:Click for online access
Table of Contents:
  • 1. Introduction
  • 2. Technological networks
  • 3. Social networks
  • 4. Networks of information
  • 5. Biological networks
  • 6. Mathematics of networks
  • 7. Measures and metrics
  • 8. The large-scale structure of networks
  • 9. Basic concepts of algorithms
  • 10. Fundamental network algorithms
  • 11. Matrix algorithms and graph partitioning
  • 12. Random graphs
  • 13. Random graphs with general degree distributions
  • 14. Models of network formation
  • 15. Other network models
  • 16. Percolation and network resilience
  • 17. Epidemics on networks
  • 18. Dynamical systems on networks
  • 19. Network search.