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Random Graphs and Networks: a First Course

by Frieze, Alan, Karoński, Michał

  • ISBN: 9781009260282
  • ISBN10: 1009260286

Random Graphs and Networks: a First Course

by Frieze, Alan, Karoński, Michał

  • Binding: Hardcover
  • Publisher: Cambridge University Press
  • Publish date: 04/30/2023
  • ISBN: 9781009260282
  • ISBN10: 1009260286
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Description: Networks surround us, from social networks to protein-protein interaction networks within the cells of our bodies. The theory of random graphs provides a necessary framework for understanding their structure and development. This text provides an accessible introduction to this rapidly expanding subject. It covers all the basic features of random graphs - component structure, matchings and Hamilton cycles, connectivity and chromatic number - before discussing models of real-world networks, including intersection graphs, preferential attachment graphs and small-world models. Based on the authors own teaching experience, it can be used as a textbook for a one-semester course on random graphs and networks at advanced undergraduate or graduate level. The text includes numerous exercises, with a particular focus on developing students skills in asymptotic analysis.
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