Toward a Systems Theory of Algorithms

Traditionally, numerical algorithms are seen as isolated pieces of code confined to an in silico existence. However, this perspective is inappropriate for many modern computational approaches in control, learning, or optimization, wherein in vivo algorithms interact with their environment. Examples...

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Bibliographic Details

Published in:	IEEE control systems letters Vol. 8; pp. 1198 - 1210
Main Authors:	Dorfler, Florian, He, Zhiyu, Belgioioso, Giuseppe, Bolognani, Saverio, Lygeros, John, Muehlebach, Michael
Format:	Journal Article
Language:	English
Published:	IEEE 2024
Subjects:	Codes decision-making architectures Dynamical systems Heuristic algorithms Machine learning algorithms online optimization and learning Optimization Pipelines Real-time systems Systems theory of algorithms
ISSN:	2475-1456, 2475-1456
Online Access:	Get full text
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