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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Veröffentlicht in:	IEEE control systems letters Jg. 8; S. 1198 - 1210
Hauptverfasser:	Dorfler, Florian, He, Zhiyu, Belgioioso, Giuseppe, Bolognani, Saverio, Lygeros, John, Muehlebach, Michael
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 2024
Schlagworte:	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-Zugang:	Volltext
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