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The Structure of Complex NetworksTheory and Applications$
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Ernesto Estrada

Print publication date: 2011

Print ISBN-13: 9780199591756

Published to Oxford Scholarship Online: December 2013

DOI: 10.1093/acprof:oso/9780199591756.001.0001

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Random models of networks

Random models of networks

(p.232) (p.233) 12 Random models of networks
The Structure of Complex Networks

Ernesto Estrada

Oxford University Press

This chapter describes random models frequently used for studying complex networks. These include the Erdös-Rényi, Barabási-Albert and its variations, small-world models of Watts-Strogatz and Kleinberg, and random geometric, range-dependent, lock-and-key, and stickiness models. It also discusses the topological properties of the networks generated with these modes, including clustering, metric, and spectral properties.

Keywords:   Erdös-Rényi model, Barabási-Albert model, random graphs, Watts-Strogatz model, Kleinberg model, random geometric networks, range-dependent model, stickiness model

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