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portada The Shortest Path to Network Geometry: A Practical Guide to Basic Models and Applications (Elements in Structure and Dynamics of Complex Networks)
Type
Physical Book
Author
Publisher
Year
2021
Language
English
Pages
54
Format
Paperback
Dimensions
22.9x15.2x0.3 cm
Weight
0.09 kg.
ISBN13
9781108791083
Categories

The Shortest Path to Network Geometry: A Practical Guide to Basic Models and Applications (Elements in Structure and Dynamics of Complex Networks)

M. Ángeles Serrano (Author) · Marián Boguñá (Author) · Cambridge University Press · Paperback

The Shortest Path to Network Geometry: A Practical Guide to Basic Models and Applications (Elements in Structure and Dynamics of Complex Networks) - Serrano, M. Ángeles ; Boguñá, Marián

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Synopsis "The Shortest Path to Network Geometry: A Practical Guide to Basic Models and Applications (Elements in Structure and Dynamics of Complex Networks) "

Real networks comprise from hundreds to millions of interacting elements and permeate all contexts, from technology to biology to society. All of them display non-trivial connectivity patterns, including the small-world phenomenon, making nodes to be separated by a small number of intermediate links. As a consequence, networks present an apparent lack of metric structure and are difficult to map. Yet, many networks have a hidden geometry that enables meaningful maps in the two-dimensional hyperbolic plane. The discovery of such hidden geometry and the understanding of its role have become fundamental questions in network science giving rise to the field of network geometry. This Element reviews fundamental models and methods for the geometric description of real networks with a focus on applications of real network maps, including decentralized routing protocols, geometric community detection, and the self-similar multiscale unfolding of networks by geometric renormalization.

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