1 code implementation • 13 Jun 2024 • Roman Kalkreuth, Thomas Baeck
The reference implementation of Cartesian Genetic Programming (CGP) was written in the C programming language.
no code implementations • 21 Sep 2023 • Christiaan Lamers, Rene Vidal, Nabil Belbachir, Niki van Stein, Thomas Baeck, Paris Giampouras
A key challenge in this setting is the so-called "catastrophic forgetting problem", in which the performance of the learner in an "old task" decreases when subsequently trained on a "new task".
no code implementations • 14 Apr 2022 • Danny Weyns, Thomas Baeck, Rene Vidal, Xin Yao, Ahmed Nabil Belbachir
We motivate the need for self-evolving computing systems in light of the state of the art, outline a conceptual architecture of self-evolving computing systems, and illustrate the architecture for a future smart city mobility system that needs to evolve continuously with changing conditions.
no code implementations • 18 Sep 2021 • Veysel Kocaman, Ofer M. Shir, Thomas Baeck
Early-stage disease indications are rarely recorded in real-world domains, such as Agriculture and Healthcare, and yet, their accurate identification is critical in that point of time.
no code implementations • 23 Jan 2021 • Yali Wang, Steffen Limmer, Markus Olhofer, Michael Emmerich, Thomas Baeck
A preference based multi-objective evolutionary algorithm is proposed for generating solutions in an automatically detected knee point region.