Prof. Dr Alexander Asteroth

Professor of Computer ScienceDirector of Institute of Technology, Renewables and Energy-efficient EngineeringSpeaker of Efficient Mobility workgroup

Field of research

  • Machine Learning (neural networks, stochastic algorithms)
  • Surrogate Modelling
  • Parameter Identification

Contact

Hochschule Bonn-Rhein-Sieg
Email: 
alexander.asteroth [at] h-brs.de

Sankt Augustin

Grantham-Allee 20
53757
Sankt Augustin
Room: 
A.022.3

Projects

STELLA

The STELLA Efficient Mobility group explores issues in intelligent transportation. Our work centers around the energy-efficient control and design of vehicles, and their relationship with their passengers. Our focus is on bringing state-of-the-art machine learning solutions to traditional transportation problems.

Project-website

Publications

Recent publications 

  • Adam Gaier, Alexander Asteroth, and Jean Baptiste Mouret. Aerodynamic design exploration through surrogate-assisted illumination. In 18 th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017
  • Melanie Ludwig and Alexander Asteroth. Predicting performance from outdoor cycling training with the fitness-fatigue model. In Workshop Modelling in Endurance Sports. Universität Konstanz, 2016.
  • Melanie Ludwig, Harald G Grohganz, and Alexander Asteroth. A convolution model for heart rate prediction in physical exercise. In icSports, 4th International Congress on Sport Sciences Research and Technology support. SciTePress, 2016.
  • Melanie Ludwig, David Schaefer, and Alexander Asteroth. Training simulation with nothing bu training data-simulating performance based on training data without the help of performance diagnostics in a laboratory. In icSports, 4th International Congress on Sport Sciences Research and Technology support. SciTePress, 2016.
  • Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, and Alexander Asteroth. Multistage evolution of single-and multi-objective MCLP. Soft Computing Journal, pages 1–14,2016.
  • Alexander Asteroth and Alexander Hagg. How to successfully apply genetic algorithms in practice: representation and parametrization: Tutorial given at inista 2015. In International Symposium on Innovations in Intelligent Systems and Applications. IEEE, 2015.
  • Matthias Füller, Ashok Meenakshi Sundaram, Melanie Ludwig, Alexander Asteroth, and Erwin Prassler. Information and Communication Technologies for Ageing Well and e-Health: First International Conference, ICT4AgeingWell 2015, Lisbon, Portugal, May 20-22, 2015. Revised Selected Papers, chapter Modeling and Predicting the Human Heart Rate During Running Exercise, pages 106–125. Springer International Publishing, Cham, 2015.
  • Melanie Ludwig, Ashok Meenakshi Sundaram, Matthias Füller, Alexander Asteroth, and Erwin Prassler. On modeling the cardiovascular system and predicting the human heart rate under strain. In ICT4AgingWell, International Conference on Information and Communication Technologies for Ageing Well and eHealth, Proceedings. SciTePress, 2015.
  • David Schaefer, Alexander Asteroth, and Melanie Ludwig. Training plan evolution based on training models. In International Symposium on Innovations in Intelligent Systems and Applications. IEEE, 2015.
  • Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, and Alexander Oslislo. Successive evolution of charging station placement. In International Symposium on Innovations in Intelligent Systems and Applications. IEEE, 2015.
  • Adam Gaier and Alexander Asteroth. Evolution of optimal control for energy-efficient transport. In Intelligent Vehicles Symposium, Proceedings, pages 1121–1126. IEEE, 2014.
  • Adam Gaier and Alexander Asteroth. Evolving Look Ahead Controllers for Energy Optimal Driving and Path Planning. In International Symposium on Innovations in Intelligent Systems and Applications, pages 138–145. IEEE, 2014.

More infos

Teaching

Summer-term 2017:

  • Mathematics for Robotics and Control, MAS 1. Semester (English)
    description
  • Evolutionary Computation Theory and Application, MCS 1. Sem., MAS 2./3. Sem (English)
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  • Genetic Algorithms, BCS 4.Sem, Summe School (English)
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Winter-term 2016/17:

Summer-term 2016:

Winter-term 2015/16:

Before winter-term 2015/16