The shortest path to network geometry a practical guide to basic models and applications
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...
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| Format: | E-Book |
| Sprache: | English |
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Cambridge University Press
2021
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| Schriftenreihe: | Cambridge elements. Elements in structure and dynamics of complex networks
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| Online-Zugang: | Volltext |
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| 245 | 1 | 4 | |a The shortest path to network geometry |b a practical guide to basic models and applications |c M. Ángeles Serrano, Marián Boguñá |
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| series2 | Cambridge elements. Elements in structure and dynamics of complex networks |
| spelling | Serrano, M. Ángeles The shortest path to network geometry a practical guide to basic models and applications M. Ángeles Serrano, Marián Boguñá Cambridge Cambridge University Press 2021 1 Online-Ressource (44 Seiten) txt c cr Cambridge elements. Elements in structure and dynamics of complex networks 2516-5763 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. Boguñá, Marián Erscheint auch als Druck-Ausgabe 9781108791083 TUM01 ZDB-20-CTM TUM_PDA_CTM https://doi.org/10.1017/9781108865791 Volltext |
| spellingShingle | Serrano, M. Ángeles The shortest path to network geometry a practical guide to basic models and applications |
| title | The shortest path to network geometry a practical guide to basic models and applications |
| title_auth | The shortest path to network geometry a practical guide to basic models and applications |
| title_exact_search | The shortest path to network geometry a practical guide to basic models and applications |
| title_full | The shortest path to network geometry a practical guide to basic models and applications M. Ángeles Serrano, Marián Boguñá |
| title_fullStr | The shortest path to network geometry a practical guide to basic models and applications M. Ángeles Serrano, Marián Boguñá |
| title_full_unstemmed | The shortest path to network geometry a practical guide to basic models and applications M. Ángeles Serrano, Marián Boguñá |
| title_short | The shortest path to network geometry |
| title_sort | shortest path to network geometry a practical guide to basic models and applications |
| title_sub | a practical guide to basic models and applications |
| url | https://doi.org/10.1017/9781108865791 |
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