Cambridge Series in Statistical and Probabilistic Mathematics Random Graphs and Complex Networks: Series Number 43

Cambridge Series in Statistical and Probabilistic Mathematics Random Graphs and Complex Networks: Series Number 43

Hofstad, Remco van der (Technische Universiteit Eindhoven, The Netherlands)

Cambridge University Press

12/2016

236

Dura

Inglês

9781107172876

15 a 20 dias

Network science is one of the fastest growing areas in science and business. This classroom-tested, self-contained book is designed for master's-level courses and provides a rigorous treatment of random graph models for networks, featuring many examples of real-world networks for motivation and numerous exercises to build intuition and experience.
Preface; Course outline; 1. Introduction; Part I. Preliminaries: 2. Probabilistics methods; 3. Branching processes; Part II. Basic Models: 4. Phase transition for the Erdos-Renyi random graph; 5. Erdos-Renyi random graph revisited; Part III. Models for Complex Networks: 6. Generalized random graphs; 7. Configuration model; 8. Preferential attachment models; Appendix; Glossary; References; Index.
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