The Shortest Path to Network Geometry

M. Angeles Serrano

ISBN 10: 1108791085 / ISBN 13: 9781108791083

Published by Cambridge University Press, 2022

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Bibliographic Details

• Title: The Shortest Path to Network Geometry
• Publisher: Cambridge University Press
• Publication Date: 2022
• Language: English
• ISBN 10: 1108791085
• ISBN 13: 9781108791083
• Binding: Paperback / softback
• Condition: New

About this title

Synopsis

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.