portada Higher-Order Networks: An Introduction to Simplicial Complexes (Elements in Structure and Dynamics of Complex Networks) (en Inglés)

Higher-Order Networks: An Introduction to Simplicial Complexes (Elements in Structure and Dynamics of Complex Networks) (en Inglés)

Formato

Libro Físico

Autor

Ginestra Bianconi

Editorial

Cambridge University Press

Año

2021

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.8 cm

Peso

0.21 kg.

ISBN13

9781108726733

Categorías

Física matemática
Papelería, artículos de escritorio

Higher-Order Networks: An Introduction to Simplicial Complexes (Elements in Structure and Dynamics of Complex Networks) (en Inglés)

Ginestra Bianconi (Autor) · Cambridge University Press · Tapa Blanda

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Reseña del libro "Higher-Order Networks: An Introduction to Simplicial Complexes (Elements in Structure and Dynamics of Complex Networks) (en Inglés)"

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.