[2401.14029] Towards a Systems Theory of Algorithms

[2401.14029] Towards a Systems Theory of Algorithms - arXiv

In this opinion paper, we state our vision on a to-be-cultivated {\em systems theory of algorithms} and argue in favor of viewing algorithms as ...

Towards a Systems Theory of Algorithms - arXiv

arXiv:2401.14029v2 [math.OC] 30 Apr 2024. Page 2. 2. • executed online with streaming data in a causal manner;. • subject to imperfections with (early) ...

[PDF] Toward a Systems Theory of Algorithms | Semantic Scholar

This opinion letter state the vision on a to-be-cultivated systems theory of algorithms and argues in favor of viewing algorithms as open dynamical systems.

Florian Dörfler on X: "I was invited to write a forward-looking “opinion ...

... 2401.14029 Looking forward to your comments! arXiv logo · arxiv.org. Towards a Systems Theory of Algorithms. Traditionally, numerical algorithms ...

Towards a Systems Theory of Algorithms - Instant Read & Key Insights

Algorithms should be viewed as open dynamical systems that interact with their environment, including other algorithms, physical systems, humans, ...

Towards a systems theory of algorithms | Max Planck Institute for ...

https://arxiv.org/abs/2401.14029. BibTex. @article{system theory, title = {Towards a systems theory of algorithms}, author = {D{\"o}rfler, Florian and He ...

Toward a Systems Theory of Algorithms | Request PDF

We survey various instances where the principles of algorithmic systems theory are being developed and outline pertinent modeling, analysis, and ...

arXiv math.OC Optimization and Control on X: "Florian Dörfler, Zhiyu ...

Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, Saverio Bolognani, John Lygeros, Michael Muehlebach: Towards a Systems Theory of Algorithms ...

Publications of M. Muehlebach

Towards a Systems Theory of Algorithms, January 2024. Note: Available at https://arxiv.org/abs/2401.14029. Keyword(s): Online optimization. [bibtex-entry]; Z ...

Learning Bounds on Computational Values in ... - Ian McInerney

be used to design stable and robust algorithms. Prior works have ... Towards a Systems Theory of Algorithms. arXiv 2401.14029 (2024). 10. Hao, W ...

Publications of J. Lygeros

Towards a Systems Theory of Algorithms, January 2024. Note ... 2401.14029. Keyword(s): Online optimization. [bibtex-entry]; S. Li, Y. Yu ...

Articles by John Lygeros's Profile | arxiv.org Journalist | Muck Rack

[2401.14029] Towards a Systems Theory of Algorithms · 6 months ago |. By Zhiyu He, John Lygeros, Giuseppe Belgioioso, Saverio Bolognani. | arxiv.org. arXivLabs ...

NCCR Symposium: Systems Theory of Algorithms - Laurent Lessard

It was an honor and a privilege to be one of eight invited speakers at the bi-annual NCCR Automation Symposium. The symposium was hosted ...

Towards a Systems Theory for Optimization Algorithms

are motivated by the basic fact that many optimization algorithms are dynamical systems, where tools from control theory can be used to analyze ...

Symposium - Systems Theory of Algorithms - Part II

Many iterative algorithms in optimization, games, and learning can be viewed as dynamical systems evolving over time with.

Looking Inside the Magical Black Box: A Systems Theory Guide to ...

Artificial intelligence (AI) algorithms show tremendous potential in guiding decisions; therefore, many enterprises have implemented AI ...