Higher-Order Systems

Federico Battiston, Giovanni Petri

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English

Springer Nature Switzerland AG
28 April 2023

Sociology; Statistical physics; Mathematical physics; Biophysics

Series: Understanding Complex Systems

Summary
Details

The book discusses the potential of higher-order interactions to model real-world relational systems. Over the last decade, networks have emerged as the paradigmatic framework to model complex systems. Yet, as simple collections of nodes and links, they are intrinsically limited to pairwise interactions, limiting our ability to describe, understand, and predict complex phenomena which arise from higher-order interactions. Here we introduce the new modeling framework of higher-order systems, where hypergraphs and simplicial complexes are used to describe complex patterns of interactions among any number of agents. This book is intended both as a first introduction and an overview of the state of the art of this rapidly emerging field, serving as a reference for network scientists interested in better modeling the interconnected world we live in.

Edited by: Federico Battiston, Giovanni Petri
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 2022 ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 676g
ISBN: 9783030913762
ISBN 10: 3030913767
Series: Understanding Complex Systems
Pages: 433
Publication Date: 28 April 2023
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active