Alexander Asteroth

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 34

Top Topics

Sufficient Training Data

Activation Function

Top Venues

Publications

Pranisha Chaturvedi, Maximilian Johenneken, Ahmad Drak, Sebastian Houben, Alexander Asteroth
Object-Based Tree Stump Detection Fusing RGB and Multispectral Data. SoftCOM (2023)
Alexander Hagg, Martin L. Kliemank, Alexander Asteroth, Dominik Wilde, Mario Christopher Bedrunka, Holger Foysi, Dirk Reith
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization. Evol. Comput. 31 (3) (2023)
Alexander Hagg, Martin L. Kliemank, Alexander Asteroth, Dominik Wilde, Mario Christopher Bedrunka, Holger Foysi, Dirk Reith
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-optimization. CoRR (2023)
Max Müller, Alexander Hagg, Robin Strickstrock, Marco Hülsmann, Alexander Asteroth, Karl N. Kirschner, Dirk Reith
Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization. J. Chem. Inf. Model. 63 (7) (2023)
Maximilian Johenneken, Ahmad Drak, Mihir Mulye, Taha Gharaibeh, Alexander Asteroth
Towards Multi-class Forest Floor Analysis. ICPR Workshops (2) (2022)
Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
Designing Air Flow with Surrogate-assisted Phenotypic Niching. CoRR (2021)
Maximilian Johenneken, Ahmad Drak, Rainer Herpers, Alexander Asteroth
Multimodal Segmentation Neural Network to Determine the Cause of Damage to Grasslands. SoftCOM (2021)
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search. CoRR (2021)
Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck
An Analysis of Phenotypic Diversity in Multi-Solution Optimization. CoRR (2021)
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
Expressivity of parameterized and data-driven representations in quality diversity search. GECCO (2021)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Discovering representations for black-box optimization. GECCO (2020)
Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck
An Analysis of Phenotypic Diversity in Multi-solution Optimization. BIOMA (2020)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
A Deep Dive Into Exploring the Preference Hypervolume. ICCC (2020)
Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
Designing Air Flow with Surrogate-Assisted Phenotypic Niching. PPSN (1) (2020)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Automating Representation Discovery with MAP-Elites. CoRR (2020)
Melanie Ludwig, Alexander Asteroth, Christian Rasche, Mark Pfeiffer
Including the Past: Performance Modeling Using a Preload Concept by Means of the Fitness-Fatigue Model. Int. J. Comput. Sci. Sport 18 (1) (2019)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Modeling user selection in quality diversity. GECCO (2019)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Modeling User Selection in Quality Diversity. CoRR (2019)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Are quality diversity algorithms better at generating stepping stones than objective-based search? GECCO (Companion) (2019)
Ahmad Drak, Alexander Asteroth
Autonomous track and follow UAV for aerodynamic analysis of vehicles. Int. Arab J. Inf. Technol. 16 (3A) (2019)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-Efficient Design Exploration through Surrogate-Assisted Illumination. CoRR (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient Neuroevolution with Kernel-Based Surrogate Models. CoRR (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient neuroevolution with kernel-based surrogate models. GECCO (2018)
Ahmad Drak, Alexander Asteroth
Towards Finding an Optimal Flight Zone for a Side-by-Side Tracking UAV w.r.t Extraction of Dynamic Vector Fields. ACIT (2018)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Prototype Discovery Using Quality-Diversity. PPSN (1) (2018)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-Efficient Design Exploration through Surrogate-Assisted Illumination. Evol. Comput. 26 (3) (2018)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Prototype Discovery using Quality-Diversity. CoRR (2018)
Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, Alexander Asteroth
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations. Soft Comput. 21 (17) (2017)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Feature Space Modeling Through Surrogate Illumination. CoRR (2017)
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination. GECCO (2017)
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
Evolving parsimonious networks by mixing activation functions. GECCO (2017)
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
Evolving Parsimonious Networks by Mixing Activation Functions. CoRR (2017)
Melanie Ludwig, Harald Grohganz, Alexander Asteroth
A Convolution Model for Heart Rate Prediction in Physical Exercise. icSPORTS (2016)
Melanie Ludwig, David Schaefer, Alexander Asteroth
Training Simulation with Nothing but Training Data - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory. icSPORTS (2016)
Melanie Ludwig, Ashok Meenakshi Sundaram, Matthias Füller, Alexander Asteroth, Erwin Prassler
On Modeling the Cardiovascular System and Predicting the Human Heart Rate under Strain. ICT4AgeingWell (2015)
David Schaefer, Alexander Asteroth, Melanie Ludwig
Training plan evolution based on training models. INISTA (2015)
Matthias Füller, Ashok Meenakshi Sundaram, Melanie Ludwig, Alexander Asteroth, Erwin Prassler
Modeling and Predicting the Human Heart Rate During Running Exercise. ICT4AgeingWell (Selected Papers) (2015)
Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, Alexander Oslislo
Successive evolution of charging station placement. INISTA (2015)
Alexander Asteroth, Alexander Hagg
How to successfully apply genetic algorithms in practice: Representation and parametrization. INISTA (2015)
Adam Gaier, Alexander Asteroth
Evolving look ahead controllers for energy optimal driving and path planning. INISTA (2014)
Adam Gaier, Alexander Asteroth
Evolution of optimal control for energy-efficient transport. Intelligent Vehicles Symposium (2014)
Alexander Asteroth, Christel Baier, Ulrich Aßmann
Model Checking with Formula-Dependent Abstract Models. CAV (2001)
Alexander Asteroth, Mark Sebastian Fischer, Knut Möller, Uwe Schnepf
Tracking and Grasping of Moving Objects - a Behaviour-Based Approach. IEA/AIE (1992)