Higher-Order Systems by Federico Battiston

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Summary

The book discusses the potential of higher-order interactions to model real-world relational systems. 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.

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Higher-Order Systems by Federico Battiston

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.
SKU Unavailable
ISBN 13 9783030913762
ISBN 10 3030913767
Title Higher-Order Systems
Author Federico Battiston
Series Understanding Complex Systems
Condition Unavailable
Binding Type Paperback
Publisher Springer Nature Switzerland AG
Year published 2023-04-28
Number of pages 433
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.