Alexander Asteroth

According to our database, Alexander Asteroth authored at least 36 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization.

Max Müller, Alexander Hagg, Robin Strickstrock, Marco Hülsmann, Alexander Asteroth, Karl N. Kirschner, Dirk Reith

J. Chem. Inf. Model., April, 2023

Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization.

Alexander Hagg, Martin L. Kliemank, Alexander Asteroth, Dominik Wilde, Mario Christopher Bedrunka, Holger Foysi, Dirk Reith

Evol. Comput., 2023

Object-Based Tree Stump Detection Fusing RGB and Multispectral Data.

Pranisha Chaturvedi, Maximilian Johenneken, Ahmad Drak, Sebastian Houben, Alexander Asteroth

Proceedings of the International Conference on Software, 2023

2022

Towards Multi-class Forest Floor Analysis.

Maximilian Johenneken, Ahmad Drak, Mihir Mulye, Taha Gharaibeh, Alexander Asteroth

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021

Multimodal Segmentation Neural Network to Determine the Cause of Damage to Grasslands.

Maximilian Johenneken, Ahmad Drak, Rainer Herpers, Alexander Asteroth

Proceedings of the International Conference on Software, 2021

Expressivity of parameterized and data-driven representations in quality diversity search.

Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Automating Representation Discovery with MAP-Elites.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

CoRR, 2020

Designing Air Flow with Surrogate-Assisted Phenotypic Niching.

Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

A Deep Dive Into Exploring the Preference Hypervolume.

Alexander Hagg, Alexander Asteroth, Thomas Bäck

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Discovering representations for black-box optimization.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

An Analysis of Phenotypic Diversity in Multi-solution Optimization.

Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

Including the Past: Performance Modeling Using a Preload Concept by Means of the Fitness-Fatigue Model.

Melanie Ludwig, Alexander Asteroth, Christian Rasche, Mark Pfeiffer

Int. J. Comput. Sci. Sport, 2019

Autonomous track and follow UAV for aerodynamic analysis of vehicles.

Ahmad Drak, Alexander Asteroth

Int. Arab J. Inf. Technol., 2019

Modeling user selection in quality diversity.

Alexander Hagg, Alexander Asteroth, Thomas Bäck

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Are quality diversity algorithms better at generating stepping stones than objective-based search?

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Data-Efficient Design Exploration through Surrogate-Assisted Illumination.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

Evol. Comput., 2018

Prototype Discovery Using Quality-Diversity.

Alexander Hagg, Alexander Asteroth, Thomas Bäck

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Data-efficient neuroevolution with kernel-based surrogate models.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Towards Finding an Optimal Flight Zone for a Side-by-Side Tracking UAV w.r.t Extraction of Dynamic Vector Fields.

Ahmad Drak, Alexander Asteroth

Proceedings of the International Arab Conference on Information Technology, 2018

2017

Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations.

Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, Alexander Asteroth

Soft Comput., 2017

Feature Space Modeling Through Surrogate Illumination.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

CoRR, 2017

Evolving parsimonious networks by mixing activation functions.

Alexander Hagg, Maximilian Mensing, Alexander Asteroth

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination.

Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Training Simulation with Nothing but Training Data - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory.

Melanie Ludwig, David Schaefer, Alexander Asteroth

Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support, 2016

A Convolution Model for Heart Rate Prediction in Physical Exercise.

Melanie Ludwig, Harald Grohganz, Alexander Asteroth

Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support, 2016

2015

Successive evolution of charging station placement.

Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, Alexander Oslislo

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

Training plan evolution based on training models.

David Schaefer, Alexander Asteroth, Melanie Ludwig

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

How to successfully apply genetic algorithms in practice: Representation and parametrization.

Alexander Asteroth, Alexander Hagg

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

On Modeling the Cardiovascular System and Predicting the Human Heart Rate under Strain.

Melanie Ludwig, Ashok Meenakshi Sundaram, Matthias Füller, Alexander Asteroth, Erwin Prassler

Proceedings of the ICT4AgeingWell 2015, 2015

Modeling and Predicting the Human Heart Rate During Running Exercise.

Matthias Füller, Ashok Meenakshi Sundaram, Melanie Ludwig, Alexander Asteroth, Erwin Prassler

Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2015

2014

Evolution of optimal control for energy-efficient transport.

Adam Gaier, Alexander Asteroth

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Evolving look ahead controllers for energy optimal driving and path planning.

Adam Gaier, Alexander Asteroth

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2002

Theoretische Informatik - eine Einführung in Berechenbarkeit, Komplexität und formale Sprachen mit 101 Beispielen.

Alexander Asteroth, Christel Baier

Pearson Studium, ISBN: 978-3-8273-7033-4, 2002

2001

Model Checking with Formula-Dependent Abstract Models.

Alexander Asteroth, Christel Baier, Ulrich Aßmann

Proceedings of the Computer Aided Verification, 13th International Conference, 2001

2000

Effiziente Identifikation parametrisierter Kreislaufmodelle

Alexander Asteroth

PhD thesis, 2000

1992

Tracking and Grasping of Moving Objects - a Behaviour-Based Approach.

Alexander Asteroth, Mark Sebastian Fischer, Knut Möller, Uwe Schnepf

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992