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ORCIDAlexander Hagg
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2020 – today
- 2023
[j4]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): 287-307 (2023)- [j3]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): 1872-1881 (2023) - [j2]Alexander Hagg, Karl N. Kirschner:
Open-Source Machine Learning in Computational Chemistry. J. Chem. Inf. Model. 63(15): 4505-4532 (2023) - [c13]Ludovico Scarton, Alexander Hagg:
On the Suitability of Representations for Quality Diversity Optimization of Shapes. GECCO 2023: 963-971 - [i11]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 abs/2303.15896 (2023) - [i10]Ludovico Scarton, Alexander Hagg:
On the Suitability of Representations for Quality Diversity Optimization of Shapes. CoRR abs/2304.03520 (2023) - 2021
- [c12]Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck:
Expressivity of parameterized and data-driven representations in quality diversity search. GECCO 2021: 678-686 - [p1]Alexander Hagg:
Phenotypic Niching Using Quality Diversity Algorithms. Metaheuristics for Finding Multiple Solutions 2021: 287-315 - [i9]Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck:
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search. CoRR abs/2105.04247 (2021) - [i8]Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck:
An Analysis of Phenotypic Diversity in Multi-Solution Optimization. CoRR abs/2105.04252 (2021) - [i7]Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck:
Designing Air Flow with Surrogate-assisted Phenotypic Niching. CoRR abs/2105.04256 (2021) - 2020
- [c11]Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck:
An Analysis of Phenotypic Diversity in Multi-solution Optimization. BIOMA 2020: 43-55 - [c10]Alexander Hagg, Alexander Asteroth, Thomas Bäck:
A Deep Dive Into Exploring the Preference Hypervolume. ICCC 2020: 394-397 - [c9]Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck:
Designing Air Flow with Surrogate-Assisted Phenotypic Niching. PPSN (1) 2020: 140-153
2010 – 2019
- 2019
- [c8]Alexander Hagg, Alexander Asteroth, Thomas Bäck:
Modeling user selection in quality diversity. GECCO 2019: 116-124 - [c7]Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier:
Prediction of neural network performance by phenotypic modeling. GECCO (Companion) 2019: 1576-1582 - [i6]Alexander Hagg, Alexander Asteroth, Thomas Bäck:
Modeling User Selection in Quality Diversity. CoRR abs/1907.06912 (2019) - [i5]Alexander Hagg, Martin Zaefferer, Jörg Stork, Adam Gaier:
Prediction of neural network performance by phenotypic modeling. CoRR abs/1907.07075 (2019) - 2018
- [c6]Alexander Hagg, Alexander Asteroth, Thomas Bäck:
Prototype Discovery Using Quality-Diversity. PPSN (1) 2018: 500-511 - [i4]Alexander Hagg, Alexander Asteroth, Thomas Bäck:
Prototype Discovery using Quality-Diversity. CoRR abs/1807.09488 (2018) - 2017
- [j1]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): 4859-4872 (2017) - [c5]Alexander Hagg, Maximilian Mensing, Alexander Asteroth:
Evolving parsimonious networks by mixing activation functions. GECCO 2017: 425-432 - [c4]Alexander Hagg:
Hierarchical surrogate modeling for illumination algorithms. GECCO (Companion) 2017: 1407-1410 - [i3]Alexander Hagg, Maximilian Mensing, Alexander Asteroth:
Evolving Parsimonious Networks by Mixing Activation Functions. CoRR abs/1703.07122 (2017) - [i2]Alexander Hagg:
Hierarchical Surrogate Modeling for Illumination Algorithms. CoRR abs/1703.09926 (2017) - 2016
- [c3]Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger:
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities. RoboCup 2016: 3-15 - [i1]Alexander Hagg, Frederik Hegger, Paul-Gerhard Plöger:
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities. CoRR abs/1606.01001 (2016) - 2015
- [c2]Alexander Asteroth, Alexander Hagg:
How to successfully apply genetic algorithms in practice: Representation and parametrization. INISTA 2015: 1-6 - [c1]Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, Alexander Oslislo:
Successive evolution of charging station placement. INISTA 2015: 1-7
Coauthor Index
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