Search Results for author: Robert Heinrich

Found 2 papers, 0 papers with code

Quantifying and combining uncertainty for improving the behavior of Digital Twin Systems

no code implementations16 Feb 2024 Julien Deantoni, Paula Muñoz, Cláudio Gomes, Clark Verbrugge, Rakshit Mittal, Robert Heinrich, Stijn Bellis, Antonio Vallecillo

Uncertainty is an inherent property of any complex system, especially those that integrate physical parts or operate in real environments.

Towards fuzzification of adaptation rules in self-adaptive architectures

no code implementations17 Dec 2021 Tomáš Bureš, Petr Hnětynka, Martin Kruliš, Danylo Khalyeyev, Sebastian Hahner, Stephan Seifermann, Maximilian Walter, Robert Heinrich

In this paper, we present a method that makes it possible to endow an existing self-adaptive architectures with the ability to learn using neural networks, while preserving domain knowledge existing in the logical rules.

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