Higher-order networks: an introduction to simplicial complexes
Higher-order networks describe the many-body interactions of a large variety of complex systems, ranging from the the brain to collaboration networks. Simplicial complexes are generalized network structures which allow us to capture the combinatorial properties, the topology and the geometry of high...
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Beteilige Person: | |
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Format: | Elektronisch E-Book |
Sprache: | Englisch |
Veröffentlicht: |
Cambridge
Cambridge University Press
2021
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Schlagwörter: | |
Links: | https://doi.org/10.1017/9781108770996 https://doi.org/10.1017/9781108770996 https://doi.org/10.1017/9781108770996 https://doi.org/10.1017/9781108770996 |
Zusammenfassung: | Higher-order networks describe the many-body interactions of a large variety of complex systems, ranging from the the brain to collaboration networks. Simplicial complexes are generalized network structures which allow us to capture the combinatorial properties, the topology and the geometry of higher-order networks. Having been used extensively in quantum gravity to describe discrete or discretized space-time, simplicial complexes have only recently started becoming the representation of choice for capturing the underlying network topology and geometry of complex systems. This Element provides an in-depth introduction to the very hot topic of network theory, covering a wide range of subjects ranging from emergent hyperbolic geometry and topological data analysis to higher-order dynamics. This Elements aims to demonstrate that simplicial complexes provide a very general mathematical framework to reveal how higher-order dynamics depends on simplicial network topology and geometry |
Beschreibung: | Title from publisher's bibliographic system (viewed on 25 Nov 2021) |
Umfang: | 1 Online-Ressource (140 Seiten) |
ISBN: | 9781108770996 |
DOI: | 10.1017/9781108770996 |
Internformat
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Datensatz im Suchindex
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author | Bianconi, Ginestra ca. 20./21. Jh |
author_GND | (DE-588)1163765929 |
author_facet | Bianconi, Ginestra ca. 20./21. Jh |
author_role | aut |
author_sort | Bianconi, Ginestra ca. 20./21. Jh |
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dewey-ones | 003 - Systems |
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discipline | Informatik |
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format | Electronic eBook |
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id | DE-604.BV047655261 |
illustrated | Not Illustrated |
indexdate | 2024-12-20T19:25:21Z |
institution | BVB |
isbn | 9781108770996 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033040204 |
oclc_num | 1291612858 |
open_access_boolean | |
owner | DE-12 DE-92 DE-91 DE-BY-TUM |
owner_facet | DE-12 DE-92 DE-91 DE-BY-TUM |
physical | 1 Online-Ressource (140 Seiten) |
psigel | ZDB-20-CBO ZDB-20-CBO BSB_PDA_CBO ZDB-20-CBO FHN_PDA_CBO ZDB-20-CBO TUM_Paketkauf_2021 |
publishDate | 2021 |
publishDateSearch | 2021 |
publishDateSort | 2021 |
publisher | Cambridge University Press |
record_format | marc |
spellingShingle | Bianconi, Ginestra ca. 20./21. Jh Higher-order networks an introduction to simplicial complexes System theory |
title | Higher-order networks an introduction to simplicial complexes |
title_auth | Higher-order networks an introduction to simplicial complexes |
title_exact_search | Higher-order networks an introduction to simplicial complexes |
title_full | Higher-order networks an introduction to simplicial complexes Ginestra Bianconi |
title_fullStr | Higher-order networks an introduction to simplicial complexes Ginestra Bianconi |
title_full_unstemmed | Higher-order networks an introduction to simplicial complexes Ginestra Bianconi |
title_short | Higher-order networks |
title_sort | higher order networks an introduction to simplicial complexes |
title_sub | an introduction to simplicial complexes |
topic | System theory |
topic_facet | System theory |
url | https://doi.org/10.1017/9781108770996 |
work_keys_str_mv | AT bianconiginestra higherordernetworksanintroductiontosimplicialcomplexes |