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Random Graphs and Complex Networks

Random Graphs and Complex Networks Computer Science

Random Graphs and Complex Networks

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Description
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.
Product details
Edition:
illustrated
Number of Pages:
338
Release Date:
2016-12-22
Publication Date:
2016-12-22
Publisher:
Cambridge University Press
Languages:
Original: English
ISBN10:
110717287X
ISBN13:
9781107172876
GPSR Manufacturer Reference:
Weight:
832 g
Height:
183 cm
Width:
260 cm
Thickness:
23 cm

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Very good
Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
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