Alexander Hagg

31 papers A 4C 4Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Full Domain Analysis in Fluid Dynamics.
CoRR
Alexander Hagg, Adam Gaier, Dominik Wilde, Alexander Asteroth, Holger Foysi, Dirk Reith
2025 J jnl
Full Domain Analysis in Fluid Dynamics.
Mach. Learn. Knowl. Extr.
Alexander Hagg, Adam Gaier, Dominik Wilde, Alexander Asteroth, Holger Foysi, Dirk Reith
2023 J jnl
Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization.
J. Chem. Inf. Model.
Max Müller, Alexander Hagg, Robin Strickstrock, Marco Hülsmann, Alexander Asteroth, Karl N. Kirschner, Dirk Reith
2023 J jnl
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization.
Evol. Comput.
Alexander Hagg, Martin L. Kliemank, Alexander Asteroth, Dominik Wilde, Mario Christopher Bedrunka, Holger Foysi, Dirk Reith
2023 J jnl
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-optimization.
CoRR
Alexander Hagg, Martin L. Kliemank, Alexander Asteroth, Dominik Wilde, Mario Christopher Bedrunka, Holger Foysi, Dirk Reith
2023 A conf
On the Suitability of Representations for Quality Diversity Optimization of Shapes.
GECCO
Ludovico Scarton, Alexander Hagg
2023 J jnl
On the Suitability of Representations for Quality Diversity Optimization of Shapes.
CoRR
Ludovico Scarton, Alexander Hagg
2023 J jnl
Open-Source Machine Learning in Computational Chemistry.
J. Chem. Inf. Model.
Alexander Hagg, Karl N. Kirschner
2021 J jnl
An Analysis of Phenotypic Diversity in Multi-Solution Optimization.
CoRR
Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck
2021 J jnl
Designing Air Flow with Surrogate-assisted Phenotypic Niching.
CoRR
Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
2021 J jnl
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search.
CoRR
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
2021 A conf
Expressivity of parameterized and data-driven representations in quality diversity search.
GECCO
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
2021 — ch.
Phenotypic Niching Using Quality Diversity Algorithms.
Metaheuristics for Finding Multiple Solutions
Alexander Hagg
2020 C conf
A Deep Dive Into Exploring the Preference Hypervolume.
ICCC
Alexander Hagg, Alexander Asteroth, Thomas Bäck
2020 — conf
An Analysis of Phenotypic Diversity in Multi-solution Optimization.
BIOMA
Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck
2020 — conf
Designing Air Flow with Surrogate-Assisted Phenotypic Niching.
PPSN (1)
Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
2019 J jnl
Modeling User Selection in Quality Diversity.
CoRR
Alexander Hagg, Alexander Asteroth, Thomas Bäck
2019 A conf
Modeling user selection in quality diversity.
GECCO
Alexander Hagg, Alexander Asteroth, Thomas Bäck
2019 — conf
Prediction of neural network performance by phenotypic modeling.
GECCO (Companion)
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
2019 J jnl
Prediction of neural network performance by phenotypic modeling.
CoRR
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
2018 — conf
Prototype Discovery Using Quality-Diversity.
PPSN (1)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
2018 J jnl
Prototype Discovery using Quality-Diversity.
CoRR
Alexander Hagg, Alexander Asteroth, Thomas Bäck
2017 J jnl
Evolving Parsimonious Networks by Mixing Activation Functions.
CoRR
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
2017 A conf
Evolving parsimonious networks by mixing activation functions.
GECCO
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
2017 J jnl
Hierarchical Surrogate Modeling for Illumination Algorithms.
CoRR
Alexander Hagg
2017 — conf
Hierarchical surrogate modeling for illumination algorithms.
GECCO (Companion)
Alexander Hagg
2017 J jnl
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations.
Soft Comput.
Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, Alexander Asteroth
2016 C conf
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities.
RoboCup
Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger
2016 J jnl
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities.
CoRR
Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger
2015 C conf
How to successfully apply genetic algorithms in practice: Representation and parametrization.
INISTA
Alexander Asteroth, Alexander Hagg
2015 C conf
Successive evolution of charging station placement.
INISTA
Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, Alexander Oslislo