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Perspectives on adaptive dynamical systems.

Published version
Peer-reviewed

Repository DOI


Type

Article

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Abstract

Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and technology. For example, adaptive couplings appear in various real-world systems, such as the power grid, social, and neural networks, and they form the backbone of closed-loop control strategies and machine learning algorithms. In this article, we provide an interdisciplinary perspective on adaptive systems. We reflect on the notion and terminology of adaptivity in different disciplines and discuss which role adaptivity plays for various fields. We highlight common open challenges and give perspectives on future research directions, looking to inspire interdisciplinary approaches.

Description

Keywords

4901 Applied Mathematics, 49 Mathematical Sciences

Journal Title

Chaos

Conference Name

Journal ISSN

1054-1500
1089-7682

Volume Title

33

Publisher

AIP Publishing