Research foci

My research is focussed on nature-inspired (meta-)heuristics. The extension and the parallelisation of metaheuristics is part of my work, as well as the development of a strategy for their classification and categorisation. This strategy aims to facilitate comparing metaheuristics in terms of quality and originality. I am also interested in combining metaheuristics with machine learning techniques. Furthermore, I apply the heuristics to problems from the field of bioinformatics.

 

  • Nature-inspired metaheuristics
  • Classification and categorisation of metaheuristics
  • Parallel and distributed algorithms
  • Bioinformatics

Publications

Stegherr, Helena
2022 | 2021 | 2020 | 2019

2022

Helena Stegherr, Michael Heider and Jörg Hähner. 2022. Classifying metaheuristics: towards a unified multi-level classification system. DOI: 10.1007/s11047-020-09824-0
PDF | BibTeX | RIS | DOI

Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj and Jörg Hähner. 2022. Comparing different metaheuristics for model selection in a supervised learning classifier system. DOI: 10.1145/3520304.3529015
PDF | BibTeX | RIS | DOI

Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj and Jörg Hähner. 2022. Separating rule discovery and global solution composition in a learning classifier system. DOI: 10.1145/3520304.3529014
PDF | BibTeX | RIS | DOI

2021

Helena Stegherr and Jörg Hähner. 2021. Analysing metaheuristic components.
PDF | BibTeX | RIS | URL

Helena Stegherr, Michael Heider, Leopold Luley and Jörg Hähner. 2021. Design of large-scale metaheuristic component studies. DOI: 10.1145/3449726.3463168
PDF | BibTeX | RIS | DOI

2020

Lukas Rosenbauer, Anthony Stein, Helena Stegherr and Jörg Hähner. 2020. Metaheuristics for the minimum set cover problem: a comparison. DOI: 10.5220/0010019901230130
PDF | BibTeX | RIS | DOI

2019

Helena Stegherr, Anthony Stein and Jörg Hähner. 2019. Parallel chemical reaction optimization for utilization in intelligent RNA prediction systems.
BibTeX | RIS | URL

Curriculum/Vitae

since 2019 Research Assistant with the chair for Organic Computing
2015–2019 Bachelor programme Computer Science at the University of Augsburg
2012–2014 Master programme Biochemistry at the University of Ulm
2009–2012 Bachelor programme Biochemistry at the University of Ulm

Courses / teaching

(applied filters: semester: current | institute: Organic Computing | lecturers: Helena Stegherr | course types: all)
name semester type
Seminar Organic Computing (Bachelor) winter semester 2022/23 Seminar
Seminar Organic Computing (Master) winter semester 2022/23 Seminar
Studentische Arbeiten am Lehrstuhl Organic Computing winter semester 2022/23 sonstige

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