3 papers
cs.NE2023
Studying Evolutionary Solution Adaption Using a Flexibility Benchmark Based on a Metal Cutting Process
Leo Francoso Dal Piccol Sotto, Sebastian Mayer, Hemanth Janarthanam +2
We consider optimizing for different production requirements from the viewpoint of a bio-inspired framework for system flexibility that allows us to study the ability of an algorit…
eess.SY2022
The elements of flexibility for task-performing systems
Sebastian Mayer, Leo Francoso Dal Piccol Sotto, Jochen Garcke
What makes living systems flexible so that they can react quickly and adapt easily to changing environments? This question has not only engaged biologists for decades but is also o…
stat.ML2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems
Laura von Rueden, Sebastian Mayer, Katharina Beckh +11
Despite its great success, machine learning can have its limits when dealing with insufficient training data. A potential solution is the additional integration of prior knowledge…