Alexander Hagg

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 26

Top Topics

Activation Function

Transparent Objects

Computational Chemistry

Top Venues

GECCO (Companion)

Publications

Alexander Hagg, Karl N. Kirschner
Open-Source Machine Learning in Computational Chemistry. J. Chem. Inf. Model. 63 (15) (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)
Ludovico Scarton, Alexander Hagg
On the Suitability of Representations for Quality Diversity Optimization of Shapes. GECCO (2023)
Ludovico Scarton, Alexander Hagg
On the Suitability of Representations for Quality Diversity Optimization of Shapes. CoRR (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)
Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
Designing Air Flow with Surrogate-assisted Phenotypic Niching. CoRR (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)
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)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Modeling user selection in quality diversity. GECCO (2019)
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
Prediction of neural network performance by phenotypic modeling. CoRR (2019)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Modeling User Selection in Quality Diversity. CoRR (2019)
Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier
Prediction of neural network performance by phenotypic modeling. GECCO (Companion) (2019)
Alexander Hagg, Alexander Asteroth, Thomas Bäck
Prototype Discovery Using Quality-Diversity. PPSN (1) (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)
Alexander Hagg
Hierarchical surrogate modeling for illumination algorithms. GECCO (Companion) (2017)
Alexander Hagg
Hierarchical Surrogate Modeling for Illumination Algorithms. CoRR (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)
Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities. RoboCup (2016)
Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities. CoRR (2016)
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)