TY  - BOOK
AU  - Hofstad,Remco van der
TI  - Random graphs and complex networks
T2  - Cambridge series in statistical and probabilistic mathematics
SN  - 9781316779422 (ebook)
AV  - QA166.17 .H64 2017
U1  - 511/.5 23
PY  - 2017///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Random graphs
N1  - Title from publisher's bibliographic system (viewed on 31 Jan 2017)
N2  - This rigorous introduction to network science presents random graphs as models for real-world networks. Such networks have distinctive empirical properties and a wealth of new models have emerged to capture them. Classroom tested for over ten years, this text places recent advances in a unified framework to enable systematic study. Designed for a master's-level course, where students may only have a basic background in probability, the text covers such important preliminaries as convergence of random variables, probabilistic bounds, coupling, martingales, and branching processes. Building on this base - and motivated by many examples of real-world networks, including the Internet, collaboration networks, and the World Wide Web - it focuses on several important models for complex networks and investigates key properties, such as the connectivity of nodes. Numerous exercises allow students to develop intuition and experience in working with the models
UR  - https://doi.org/10.1017/9781316779422
ER  -