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Books > Computing & IT > Computer communications & networking
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Random Graphs and Complex Networks (Hardcover)
Loot Price: R1,608
Discovery Miles 16 080
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Random Graphs and Complex Networks (Hardcover)
Series: Cambridge Series in Statistical and Probabilistic Mathematics
Expected to ship within 12 - 17 working days
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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.
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