Towards a Systems Theory of Algorithms

Traditionally, numerical algorithms are seen as isolated pieces of code confined to an {\em in silico} existence. However, this perspective is not appropriate for many modern computational approaches in control, learning, or optimization, wherein {\em in vivo} algorithms interact with their environm...

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Veröffentlicht in:	arXiv.org
Hauptverfasser:	Dörfler, Florian, He, Zhiyu, Belgioioso, Giuseppe, Bolognani, Saverio, Lygeros, John, Muehlebach, Michael
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 30.04.2024
Schlagworte:	Algorithms Block diagrams Dynamical systems Machine learning Optimization System theory Systems theory
ISSN:	2331-8422
Online-Zugang:	Volltext
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