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ORCIDBibTeX records: Thomas Bartz-Beielstein
@article{DBLP:journals/corr/abs-2402-11594,
author = {Thomas Bartz{-}Beielstein},
title = {Simplifying Hyperparameter Tuning in Online Machine Learning - The
spotRiverGUI},
journal = {CoRR},
volume = {abs/2402.11594},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11594},
doi = {10.48550/ARXIV.2402.11594},
eprinttype = {arXiv},
eprint = {2402.11594},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00154,
author = {Sowmya Chandrasekaran and
Thomas Bartz{-}Beielstein},
title = {A Novel Ranking Scheme for the Performance Analysis of Stochastic
Optimization Algorithms using the Principles of Severity},
journal = {CoRR},
volume = {abs/2406.00154},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00154},
doi = {10.48550/ARXIV.2406.00154},
eprinttype = {arXiv},
eprint = {2406.00154},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoapps/ChandrasekaranB13,
author = {Sowmya Chandrasekaran and
Thomas Bartz{-}Beielstein},
editor = {Jo{\~{a}}o Correia and
Stephen L. Smith and
Raneem Qaddoura},
title = {A Robust Statistical Framework for the Analysis of the Performances
of Stochastic Optimization Algorithms Using the Principles of Severity},
booktitle = {Applications of Evolutionary Computation - 26th European Conference,
EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13989},
pages = {426--441},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30229-9\_28},
doi = {10.1007/978-3-031-30229-9\_28},
timestamp = {Tue, 29 Aug 2023 15:18:02 +0200},
biburl = {https://dblp.org/rec/conf/evoapps/ChandrasekaranB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinZM23,
author = {Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Tuning: Methodology},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {7--26},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_2},
doi = {10.1007/978-981-19-5170-1\_2},
timestamp = {Sat, 13 May 2023 01:07:21 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinZ23,
author = {Thomas Bartz{-}Beielstein and
Martin Zaefferer},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Models},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {27--69},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_3},
doi = {10.1007/978-981-19-5170-1\_3},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinZ23a,
author = {Thomas Bartz{-}Beielstein and
Martin Zaefferer},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Hyperparameter Tuning Approaches},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {71--119},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_4},
doi = {10.1007/978-981-19-5170-1\_4},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinZ23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinMC23,
author = {Thomas Bartz{-}Beielstein and
Olaf Mersmann and
Sowmya Chandrasekaran},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Ranking and Result Aggregation},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {121--161},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_5},
doi = {10.1007/978-981-19-5170-1\_5},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-Beielstein23,
author = {Thomas Bartz{-}Beielstein},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Hyperparameter Tuning and Optimization Applications},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {165--175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_6},
doi = {10.1007/978-981-19-5170-1\_6},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-Beielstein23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinCRZ23,
author = {Thomas Bartz{-}Beielstein and
Sowmya Chandrasekaran and
Frederik Rehbach and
Martin Zaefferer},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Case Study {I:} Tuning Random Forest (Ranger)},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {187--220},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_8},
doi = {10.1007/978-981-19-5170-1\_8},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinCRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinCR23,
author = {Thomas Bartz{-}Beielstein and
Sowmya Chandrasekaran and
Frederik Rehbach},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Case Study {II:} Tuning of Gradient Boosting (xgboost)},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {221--234},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_9},
doi = {10.1007/978-981-19-5170-1\_9},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/Bartz-BeielsteinCR23a,
author = {Thomas Bartz{-}Beielstein and
Sowmya Chandrasekaran and
Frederik Rehbach},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Case Study {III:} Tuning of Deep Neural Networks},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {235--269},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_10},
doi = {10.1007/978-981-19-5170-1\_10},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/Bartz-BeielsteinCR23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/23/ZaeffererMB23,
author = {Martin Zaefferer and
Olaf Mersmann and
Thomas Bartz{-}Beielstein},
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Global Study: Influence of Tuning},
booktitle = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
pages = {283--301},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1\_12},
doi = {10.1007/978-981-19-5170-1\_12},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/ZaeffererMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/23/BBZM2023,
editor = {Eva Bartz and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Olaf Mersmann},
title = {Hyperparameter Tuning for Machine and Deep Learning with {R} - {A}
Practical Guide},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5170-1},
doi = {10.1007/978-981-19-5170-1},
isbn = {978-981-19-5169-5},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/23/BBZM2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11930,
author = {Thomas Bartz{-}Beielstein},
title = {PyTorch Hyperparameter Tuning - {A} Tutorial for spotPython},
journal = {CoRR},
volume = {abs/2305.11930},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11930},
doi = {10.48550/ARXIV.2305.11930},
eprinttype = {arXiv},
eprint = {2305.11930},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10262,
author = {Thomas Bartz{-}Beielstein},
title = {Hyperparameter Tuning Cookbook: {A} guide for scikit-learn, PyTorch,
river, and spotPython},
journal = {CoRR},
volume = {abs/2307.10262},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10262},
doi = {10.48550/ARXIV.2307.10262},
eprinttype = {arXiv},
eprint = {2307.10262},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VodopijaSBF22,
author = {Aljosa Vodopija and
J{\"{o}}rg Stork and
Thomas Bartz{-}Beielstein and
Bogdan Filipic},
title = {Elevator group control as a constrained multiobjective optimization
problem},
journal = {Appl. Soft Comput.},
volume = {115},
pages = {108277},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2021.108277},
doi = {10.1016/J.ASOC.2021.108277},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VodopijaSBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/RebolledoZBE22,
author = {Margarita Rebolledo and
Daan Zeeuwe and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
title = {Co-optimizing for task performance and energy efficiency in evolvable
robots},
journal = {Eng. Appl. Artif. Intell.},
volume = {113},
pages = {104968},
year = {2022},
url = {https://doi.org/10.1016/j.engappai.2022.104968},
doi = {10.1016/J.ENGAPPAI.2022.104968},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/RebolledoZBE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/StorkEB22,
author = {J{\"{o}}rg Stork and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
title = {A new taxonomy of global optimization algorithms},
journal = {Nat. Comput.},
volume = {21},
number = {2},
pages = {219--242},
year = {2022},
url = {https://doi.org/10.1007/s11047-020-09820-4},
doi = {10.1007/S11047-020-09820-4},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/StorkEB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/RehbachZFRB22,
author = {Frederik Rehbach and
Martin Zaefferer and
Andreas Fischbach and
G{\"{u}}nter Rudolph and
Thomas Bartz{-}Beielstein},
title = {Benchmark-Driven Configuration of a Parallel Model-Based Optimization
Algorithm},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1365--1379},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3163843},
doi = {10.1109/TEVC.2022.3163843},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/RehbachZFRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Bartz-Beielstein21,
author = {Thomas Bartz{-}Beielstein and
Marcel Dr{\"{o}}scher and
Alpar G{\"{u}}r and
Alexander Hinterleitner and
Tom Lawton and
Olaf Mersmann and
Dessislava Peeva and
Lennard Reese and
Nicolas Rehbach and
Frederik Rehbach and
Amrita Sen and
Aleksandr Subbotin and
Martin Zaefferer},
title = {Optimization and Adaptation of a Resource Planning Tool for Hospitals
Under Special Consideration of the {COVID-19} Pandemic},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2021, Krak{\'{o}}w,
Poland, June 28 - July 1, 2021},
pages = {728--735},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CEC45853.2021.9504732},
doi = {10.1109/CEC45853.2021.9504732},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/Bartz-Beielstein21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/RebolledoEB21,
author = {Margarita Rebolledo and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
editor = {Pedro A. Castillo and
Juan Luis Jim{\'{e}}nez Laredo},
title = {Bayesian Networks for Mood Prediction Using Unobtrusive Ecological
Momentary Assessments},
booktitle = {Applications of Evolutionary Computation - 24th International Conference,
EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event,
April 7-9, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12694},
pages = {373--387},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72699-7\_24},
doi = {10.1007/978-3-030-72699-7\_24},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/evoW/RebolledoEB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RebolledoZBE21,
author = {Margarita Rebolledo and
Daan Zeeuwe and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
editor = {Krzysztof Krawiec},
title = {Impact of energy efficiency on the morphology and behaviour of evolved
robots},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {109--110},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459489},
doi = {10.1145/3449726.3459489},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RebolledoZBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-Beielstein21,
author = {Thomas Bartz{-}Beielstein and
Marcel Dr{\"{o}}scher and
Alpar G{\"{u}}r and
Alexander Hinterleitner and
Olaf Mersmann and
Dessislava Peeva and
Lennard Reese and
Nicolas Rehbach and
Frederik Rehbach and
A. Sen and
Aleksandr Subbotin and
Martin Zaefferer},
editor = {Krzysztof Krawiec},
title = {Resource planning for hospitals under special consideration of the
{COVID-19} pandemic: optimization and sensitivity analysis},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {293--294},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459473},
doi = {10.1145/3449726.3459473},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-Beielstein21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/StorkZETBE21,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Nils Eisler and
Patrick Tichelmann and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
editor = {Krzysztof Krawiec},
title = {Behavior-based neuroevolutionary training in reinforcement learning},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {1753--1761},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3463171},
doi = {10.1145/3449726.3463171},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/StorkZETBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07420,
author = {Thomas Bartz{-}Beielstein and
Marcel Dr{\"{o}}scher and
Alpar G{\"{u}}r and
Alexander Hinterleitner and
Olaf Mersmann and
Dessislava Peeva and
Lennard Reese and
Nicolas Rehbach and
Frederik Rehbach and
Amrita Sen and
Aleksandr Subbotin and
Martin Zaefferer},
title = {Resource Planning for Hospitals Under Special Consideration of the
{COVID-19} Pandemic: Optimization and Sensitivity Analysis},
journal = {CoRR},
volume = {abs/2105.07420},
year = {2021},
url = {https://arxiv.org/abs/2105.07420},
eprinttype = {arXiv},
eprint = {2105.07420},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07960,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Nils Eisler and
Patrick Tichelmann and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
title = {Behavior-based Neuroevolutionary Training in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2105.07960},
year = {2021},
url = {https://arxiv.org/abs/2105.07960},
eprinttype = {arXiv},
eprint = {2105.07960},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14625,
author = {Thomas Bartz{-}Beielstein},
title = {Surrogate Model Based Hyperparameter Tuning for Deep Learning with
{SPOT}},
journal = {CoRR},
volume = {abs/2105.14625},
year = {2021},
url = {https://arxiv.org/abs/2105.14625},
eprinttype = {arXiv},
eprint = {2105.14625},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05249,
author = {Margarita Rebolledo and
Daan Zeeuwe and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
title = {Impact of Energy Efficiency on the Morphology and Behaviour of Evolved
Robots},
journal = {CoRR},
volume = {abs/2107.05249},
year = {2021},
url = {https://arxiv.org/abs/2107.05249},
eprinttype = {arXiv},
eprint = {2107.05249},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08761,
author = {Eva Bartz and
Martin Zaefferer and
Olaf Mersmann and
Thomas Bartz{-}Beielstein},
title = {Experimental Investigation and Evaluation of Model-based Hyperparameter
Optimization},
journal = {CoRR},
volume = {abs/2107.08761},
year = {2021},
url = {https://arxiv.org/abs/2107.08761},
eprinttype = {arXiv},
eprint = {2107.08761},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13977,
author = {J{\"{o}}rg Stork and
Philip Wenzel and
Severin Landwein and
Mar{\'{\i}}a{-}Elena Algorri and
Martin Zaefferer and
Wolfgang Kusch and
Martin Staubach and
Thomas Bartz{-}Beielstein and
Hartmut K{\"{o}}hn and
Hermann Dejager and
Christian Wolf},
title = {Underwater Acoustic Networks for Security Risk Assessment in Public
Drinking Water Reservoirs},
journal = {CoRR},
volume = {abs/2107.13977},
year = {2021},
url = {https://arxiv.org/abs/2107.13977},
eprinttype = {arXiv},
eprint = {2107.13977},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FischbachB20,
author = {Andreas Fischbach and
Thomas Bartz{-}Beielstein},
title = {Improving the reliability of test functions generators},
journal = {Appl. Soft Comput.},
volume = {92},
pages = {106315},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106315},
doi = {10.1016/J.ASOC.2020.106315},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FischbachB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioma/StorkZBE20,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
editor = {Bogdan Filipic and
Edmondo A. Minisci and
Massimiliano Vasile},
title = {Understanding the Behavior of Reinforcement Learning Agents},
booktitle = {Bioinspired Optimization Methods and Their Applications - 9th International
Conference, {BIOMA} 2020, Brussels, Belgium, November 19-20, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12438},
pages = {148--160},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63710-1\_12},
doi = {10.1007/978-3-030-63710-1\_12},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bioma/StorkZBE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioma/RebolledoSEB20,
author = {Margarita Rebolledo and
Ruxandra Stoean and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
editor = {Bogdan Filipic and
Edmondo A. Minisci and
Massimiliano Vasile},
title = {Hybrid Variable Selection and Support Vector Regression for Gas Sensor
Optimization},
booktitle = {Bioinspired Optimization Methods and Their Applications - 9th International
Conference, {BIOMA} 2020, Brussels, Belgium, November 19-20, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12438},
pages = {281--293},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63710-1\_22},
doi = {10.1007/978-3-030-63710-1\_22},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bioma/RebolledoSEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GentileFMBV20,
author = {Lorenzo Gentile and
Gianluca Filippi and
Edmondo A. Minisci and
Thomas Bartz{-}Beielstein and
Massimiliano Vasile},
title = {Preliminary spacecraft design by means of Structured-Chromosome Genetic
Algorithms},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185796},
doi = {10.1109/CEC48606.2020.9185796},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/GentileFMBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GentileMQMBT20,
author = {Lorenzo Gentile and
Elisa Morales and
Domenico Quagliarella and
Edmondo A. Minisci and
Thomas Bartz{-}Beielstein and
Renato Tognaccini},
title = {High-Lift Devices Topology Optimisation using Structured-Chromosome
Genetic Algorithm},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185603},
doi = {10.1109/CEC48606.2020.9185603},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/GentileMQMBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CoyREB20,
author = {Margarita Alejandra Rebolledo Coy and
Frederik Rehbach and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
editor = {Carlos Artemio Coello Coello},
title = {Parallelized bayesian optimization for problems with expensive evaluation
functions},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {231--232},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3390017},
doi = {10.1145/3377929.3390017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CoyREB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RehbachZNB20,
author = {Frederik Rehbach and
Martin Zaefferer and
Boris Naujoks and
Thomas Bartz{-}Beielstein},
editor = {Carlos Artemio Coello Coello},
title = {Expected improvement versus predicted value in surrogate-based optimization},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {868--876},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3389816},
doi = {10.1145/3377930.3389816},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RehbachZNB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RehbachGB20,
author = {Frederik Rehbach and
Lorenzo Gentile and
Thomas Bartz{-}Beielstein},
editor = {Carlos Artemio Coello Coello},
title = {Variable reduction for surrogate-based optimization},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {1177--1185},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3390195},
doi = {10.1145/3377930.3390195},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RehbachGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/CoyREB20,
author = {Margarita Alejandra Rebolledo Coy and
Frederik Rehbach and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
editor = {Thomas B{\"{a}}ck and
Mike Preuss and
Andr{\'{e}} H. Deutz and
Hao Wang and
Carola Doerr and
Michael T. M. Emmerich and
Heike Trautmann},
title = {Parallelized Bayesian Optimization for Expensive Robot Controller
Evolution},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International
Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12269},
pages = {243--256},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58112-1\_17},
doi = {10.1007/978-3-030-58112-1\_17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/CoyREB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/StorkFZBFBNT20,
author = {J{\"{o}}rg Stork and
Martina Friese and
Martin Zaefferer and
Thomas Bartz{-}Beielstein and
Andreas Fischbach and
Beate Breiderhoff and
Boris Naujoks and
Tea Tusar},
editor = {Thomas Bartz{-}Beielstein and
Bogdan Filipic and
Peter Korosec and
El{-}Ghazali Talbi},
title = {Open Issues in Surrogate-Assisted Optimization},
booktitle = {High-Performance Simulation-Based Optimization},
series = {Studies in Computational Intelligence},
volume = {833},
pages = {225--244},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-18764-4\_10},
doi = {10.1007/978-3-030-18764-4\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/StorkFZBFBNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/833,
editor = {Thomas Bartz{-}Beielstein and
Bogdan Filipic and
Peter Korosec and
El{-}Ghazali Talbi},
title = {High-Performance Simulation-Based Optimization},
series = {Studies in Computational Intelligence},
volume = {833},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-18764-4},
doi = {10.1007/978-3-030-18764-4},
isbn = {978-3-030-18763-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02957,
author = {Frederik Rehbach and
Martin Zaefferer and
Boris Naujoks and
Thomas Bartz{-}Beielstein},
title = {Expected Improvement versus Predicted Value in Surrogate-Based Optimization},
journal = {CoRR},
volume = {abs/2001.02957},
year = {2020},
url = {http://arxiv.org/abs/2001.02957},
eprinttype = {arXiv},
eprint = {2001.02957},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00925,
author = {Andreas Fischbach and
Jan Strohschein and
Andreas Bunte and
J{\"{o}}rg Stork and
Heide Faeskorn{-}Woyke and
Natalia Moriz and
Thomas Bartz{-}Beielstein},
title = {{CAAI} - {A} Cognitive Architecture to Introduce Artificial Intelligence
in Cyber-Physical Production Systems},
journal = {CoRR},
volume = {abs/2003.00925},
year = {2020},
url = {https://arxiv.org/abs/2003.00925},
eprinttype = {arXiv},
eprint = {2003.00925},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03488,
author = {Thomas Bartz{-}Beielstein and
Carola Doerr and
Jakob Bossek and
Sowmya Chandrasekaran and
Tome Eftimov and
Andreas Fischbach and
Pascal Kerschke and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Katherine M. Malan and
Jason H. Moore and
Boris Naujoks and
Patryk Orzechowski and
Vanessa Volz and
Markus Wagner and
Thomas Weise},
title = {Benchmarking in Optimization: Best Practice and Open Issues},
journal = {CoRR},
volume = {abs/2007.03488},
year = {2020},
url = {https://arxiv.org/abs/2007.03488},
eprinttype = {arXiv},
eprint = {2007.03488},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01696,
author = {Tom Peetz and
Sebastian Vogt and
Martin Zaefferer and
Thomas Bartz{-}Beielstein},
title = {Simulation of an Elevator Group Control Using Generative Adversarial
Networks and Related {AI} Tools},
journal = {CoRR},
volume = {abs/2009.01696},
year = {2020},
url = {https://arxiv.org/abs/2009.01696},
eprinttype = {arXiv},
eprint = {2009.01696},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02781,
author = {Thomas Bartz{-}Beielstein and
Eva Bartz and
Frederik Rehbach and
Olaf Mersmann},
title = {Optimization of High-dimensional Simulation Models Using Synthetic
Data},
journal = {CoRR},
volume = {abs/2009.02781},
year = {2020},
url = {https://arxiv.org/abs/2009.02781},
eprinttype = {arXiv},
eprint = {2009.02781},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06406,
author = {Margarita Alejandra Rebolledo Coy and
Sowmya Chandrasekaran and
Thomas Bartz{-}Beielstein},
title = {Sensor Placement for Contamination Detection in Water Distribution
Systems},
journal = {CoRR},
volume = {abs/2011.06406},
year = {2020},
url = {https://arxiv.org/abs/2011.06406},
eprinttype = {arXiv},
eprint = {2011.06406},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09833,
author = {Sowmya Chandrasekaran and
Margarita Rebolledo and
Thomas Bartz{-}Beielstein},
title = {EventDetectR - An Open-Source Event Detection System},
journal = {CoRR},
volume = {abs/2011.09833},
year = {2020},
url = {https://arxiv.org/abs/2011.09833},
eprinttype = {arXiv},
eprint = {2011.09833},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01823,
author = {Jan Strohschein and
Andreas Fischbach and
Andreas Bunte and
Heide Faeskorn{-}Woyke and
Natalia Moriz and
Thomas Bartz{-}Beielstein},
title = {Cognitive Capabilities for the {CAAI} in Cyber-Physical Production
Systems},
journal = {CoRR},
volume = {abs/2012.01823},
year = {2020},
url = {https://arxiv.org/abs/2012.01823},
eprinttype = {arXiv},
eprint = {2012.01823},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07188,
author = {Thomas Bartz{-}Beielstein and
Frederik Rehbach and
Olaf Mersmann and
Eva Bartz},
title = {Hospital Capacity Planning Using Discrete Event Simulation Under Special
Consideration of the {COVID-19} Pandemic},
journal = {CoRR},
volume = {abs/2012.07188},
year = {2020},
url = {https://arxiv.org/abs/2012.07188},
eprinttype = {arXiv},
eprint = {2012.07188},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13574,
author = {Margarita Rebolledo and
Sowmya Chandrasekaran and
Thomas Bartz{-}Beielstein},
title = {Technical Report: Flushing Strategies in Drinking Water Systems},
journal = {CoRR},
volume = {abs/2012.13574},
year = {2020},
url = {https://arxiv.org/abs/2012.13574},
eprinttype = {arXiv},
eprint = {2012.13574},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZaeffererBR19,
author = {Martin Zaefferer and
Thomas Bartz{-}Beielstein and
G{\"{u}}nter Rudolph},
title = {An empirical approach for probing the definiteness of kernels},
journal = {Soft Comput.},
volume = {23},
number = {21},
pages = {10939--10952},
year = {2019},
url = {https://doi.org/10.1007/s00500-018-3648-1},
doi = {10.1007/S00500-018-3648-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/ZaeffererBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GrecoGFMVB19,
author = {Cristian Greco and
Lorenzo Gentile and
Gianluca Filippi and
Edmondo A. Minisci and
Massimiliano Vasile and
Thomas Bartz{-}Beielstein},
title = {Autonomous Generation of Observation Schedules for Tracking Satellites
with Structured-Chromosome {GA} Optimisation},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {497--505},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790101},
doi = {10.1109/CEC.2019.8790101},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/GrecoGFMVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/BunteFSBFN19,
author = {Andreas Bunte and
Andreas Fischbach and
Jan Strohschein and
Thomas Bartz{-}Beielstein and
Heide Faeskorn{-}Woyke and
Oliver Niggemann},
title = {Evaluation of Cognitive Architectures for Cyber-Physical Production
Systems},
booktitle = {24th {IEEE} International Conference on Emerging Technologies and
Factory Automation, {ETFA} 2019, Zaragoza, Spain, September 10-13,
2019},
pages = {729--736},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ETFA.2019.8869038},
doi = {10.1109/ETFA.2019.8869038},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/etfa/BunteFSBFN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/StorkZB19,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein},
editor = {Paul Kaufmann and
Pedro A. Castillo},
title = {Improving NeuroEvolution Efficiency by Surrogate Model-Based Optimization
with Phenotypic Distance Kernels},
booktitle = {Applications of Evolutionary Computation - 22nd International Conference,
EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany,
April 24-26, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11454},
pages = {504--519},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16692-2\_34},
doi = {10.1007/978-3-030-16692-2\_34},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/evoW/StorkZB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RehbachGB19,
author = {Frederik Rehbach and
Lorenzo Gentile and
Thomas Bartz{-}Beielstein},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Feature selection for surrogate model-based optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {399--400},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3322020},
doi = {10.1145/3319619.3322020},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RehbachGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/StorkZBE19,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Surrogate models for enhancing the efficiency of neuroevolution in
reinforcement learning},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {934--942},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321829},
doi = {10.1145/3321707.3321829},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/StorkZBE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GentileGMBV19,
author = {Lorenzo Gentile and
Cristian Greco and
Edmondo A. Minisci and
Thomas Bartz{-}Beielstein and
Massimiliano Vasile},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Structured-chromosome {GA} optimisation for satellite tracking},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {1955--1963},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3326841},
doi = {10.1145/3319619.3326841},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GentileGMBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03419,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein},
title = {Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization
with Phenotypic Distance Kernels},
journal = {CoRR},
volume = {abs/1902.03419},
year = {2019},
url = {http://arxiv.org/abs/1902.03419},
eprinttype = {arXiv},
eprint = {1902.03419},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08448,
author = {Andreas Bunte and
Andreas Fischbach and
Jan Strohschein and
Thomas Bartz{-}Beielstein and
Heide Faeskorn{-}Woyke and
Oliver Niggemann},
title = {Evaluation of Cognitive Architectures for Cyber-Physical Production
Systems},
journal = {CoRR},
volume = {abs/1902.08448},
year = {2019},
url = {http://arxiv.org/abs/1902.08448},
eprinttype = {arXiv},
eprint = {1902.08448},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09300,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein and
A. E. Eiben},
title = {Surrogate Models for Enhancing the Efficiency of Neuroevolution in
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.09300},
year = {2019},
url = {http://arxiv.org/abs/1907.09300},
eprinttype = {arXiv},
eprint = {1907.09300},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08786,
author = {Thomas Bartz{-}Beielstein},
title = {Why we need an AI-resilient society},
journal = {CoRR},
volume = {abs/1912.08786},
year = {2019},
url = {http://arxiv.org/abs/1912.08786},
eprinttype = {arXiv},
eprint = {1912.08786},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmpt/RehbachSB18,
author = {Frederik Rehbach and
J{\"{o}}rg Stork and
Thomas Bartz{-}Beielstein},
title = {Bridging Theory and Practice Through Modular Graphical User Interfaces},
journal = {J. Multim. Process. Technol.},
volume = {9},
number = {4},
pages = {134--140},
year = {2018},
url = {https://doi.org/10.6025/jmpt/2018/9/4/134-140},
doi = {10.6025/JMPT/2018/9/4/134-140},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmpt/RehbachSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GentileZGCB18,
author = {Lorenzo Gentile and
Martin Zaefferer and
Dario Giugliano and
Haofeng Chen and
Thomas Bartz{-}Beielstein},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Surrogate assisted optimization of particle reinforced metal matrix
composites},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {1238--1245},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205574},
doi = {10.1145/3205455.3205574},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GentileZGCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RehbachZSB18,
author = {Frederik Rehbach and
Martin Zaefferer and
J{\"{o}}rg Stork and
Thomas Bartz{-}Beielstein},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Comparison of parallel surrogate-assisted optimization approaches},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {1348--1355},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205587},
doi = {10.1145/3205455.3205587},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RehbachZSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZaeffererSFB18,
author = {Martin Zaefferer and
J{\"{o}}rg Stork and
Oliver Flasch and
Thomas Bartz{-}Beielstein},
editor = {Anne Auger and
Carlos M. Fonseca and
Nuno Louren{\c{c}}o and
Penousal Machado and
Lu{\'{\i}}s Paquete and
L. Darrell Whitley},
title = {Linear Combination of Distance Measures for Surrogate Models in Genetic
Programming},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XV} - 15th International
Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11102},
pages = {220--231},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99259-4\_18},
doi = {10.1007/978-3-319-99259-4\_18},
timestamp = {Sat, 09 Apr 2022 12:38:49 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ZaeffererSFB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01019,
author = {Martin Zaefferer and
J{\"{o}}rg Stork and
Oliver Flasch and
Thomas Bartz{-}Beielstein},
title = {Linear Combination of Distance Measures for Surrogate Models in Genetic
Programming},
journal = {CoRR},
volume = {abs/1807.01019},
year = {2018},
url = {http://arxiv.org/abs/1807.01019},
eprinttype = {arXiv},
eprint = {1807.01019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03555,
author = {Martin Zaefferer and
Thomas Bartz{-}Beielstein and
G{\"{u}}nter Rudolph},
title = {An Empirical Approach For Probing the Definiteness of Kernels},
journal = {CoRR},
volume = {abs/1807.03555},
year = {2018},
url = {http://arxiv.org/abs/1807.03555},
eprinttype = {arXiv},
eprint = {1807.03555},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07839,
author = {J{\"{o}}rg Stork and
Martin Zaefferer and
Thomas Bartz{-}Beielstein},
title = {Distance-based Kernels for Surrogate Model-based Neuroevolution},
journal = {CoRR},
volume = {abs/1807.07839},
year = {2018},
url = {http://arxiv.org/abs/1807.07839},
eprinttype = {arXiv},
eprint = {1807.07839},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08818,
author = {J{\"{o}}rg Stork and
A. E. Eiben and
Thomas Bartz{-}Beielstein},
title = {A new Taxonomy of Continuous Global Optimization Algorithms},
journal = {CoRR},
volume = {abs/1808.08818},
year = {2018},
url = {http://arxiv.org/abs/1808.08818},
eprinttype = {arXiv},
eprint = {1808.08818},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Bartz-Beielstein17,
author = {Thomas Bartz{-}Beielstein and
Martin Zaefferer},
title = {Model-based methods for continuous and discrete global optimization},
journal = {Appl. Soft Comput.},
volume = {55},
pages = {154--167},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.01.039},
doi = {10.1016/J.ASOC.2017.01.039},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/Bartz-Beielstein17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/SardaSB17,
author = {Alexis Sard{\'{a}} and
Subanatarajan Subbiah and
Thomas Bartz{-}Beielstein},
title = {Conditional inference trees for knowledge extraction from motor health
condition data},
journal = {Eng. Appl. Artif. Intell.},
volume = {62},
pages = {26--37},
year = {2017},
url = {https://doi.org/10.1016/j.engappai.2017.03.008},
doi = {10.1016/J.ENGAPPAI.2017.03.008},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/SardaSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/MoritzB17,
author = {Steffen Moritz and
Thomas Bartz{-}Beielstein},
title = {imputeTS: Time Series Missing Value Imputation in {R}},
journal = {R J.},
volume = {9},
number = {1},
pages = {207},
year = {2017},
url = {https://doi.org/10.32614/rj-2017-009},
doi = {10.32614/RJ-2017-009},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rjour/MoritzB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/HeinermanSCHBEH17,
author = {Jacqueline Heinerman and
J{\"{o}}rg Stork and
Margarita Alejandra Rebolledo Coy and
Julien Hubert and
Thomas Bartz{-}Beielstein and
A. E. Eiben and
Evert Haasdijk},
editor = {Carole Knibbe and
Guillaume Beslon and
David P. Parsons and
Dusan Misevic and
Jonathan Rouzaud{-}Cornabas and
Nicolas Bred{\`{e}}che and
Salima Hassas and
Olivier Simonin and
H{\'{e}}di Soula},
title = {Can social learning increase learning speed, performance or both?},
booktitle = {Proceedings of the Fourteenth European Conference Artificial Life,
{ECAL} 2017, Lyon, France, September 4-8, 2017},
pages = {200--207},
publisher = {{MIT} Press},
year = {2017},
url = {https://doi.org/10.7551/ecal\_a\_036},
doi = {10.7551/ECAL\_A\_036},
timestamp = {Thu, 07 Jul 2022 14:54:16 +0200},
biburl = {https://dblp.org/rec/conf/ecal/HeinermanSCHBEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HeinermanSCHEBH17,
author = {Jacqueline Heinerman and
J{\"{o}}rg Stork and
Margarita Alejandra Rebolledo Coy and
Julien Hubert and
A. E. Eiben and
Thomas Bartz{-}Beielstein and
Evert Haasdijk},
editor = {Peter A. N. Bosman},
title = {Is social learning more than parameter tuning?},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {63--64},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3076059},
doi = {10.1145/3067695.3076059},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HeinermanSCHEBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZaeffererFNB17,
author = {Martin Zaefferer and
Andreas Fischbach and
Boris Naujoks and
Thomas Bartz{-}Beielstein},
editor = {Peter A. N. Bosman},
title = {Simulation-based test functions for optimization algorithms},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2017, Berlin, Germany, July 15-19, 2017},
pages = {905--912},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3071178.3071190},
doi = {10.1145/3071178.3071190},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZaeffererFNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04076,
author = {Thomas Bartz{-}Beielstein and
Lorenzo Gentile and
Martin Zaefferer},
title = {In a Nutshell: Sequential Parameter Optimization},
journal = {CoRR},
volume = {abs/1712.04076},
year = {2017},
url = {http://arxiv.org/abs/1712.04076},
eprinttype = {arXiv},
eprint = {1712.04076},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZaeffererGB16,
author = {Martin Zaefferer and
Daniel Gaida and
Thomas Bartz{-}Beielstein},
title = {Multi-fidelity modeling and optimization of biogas plants},
journal = {Appl. Soft Comput.},
volume = {48},
pages = {13--28},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.05.047},
doi = {10.1016/J.ASOC.2016.05.047},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZaeffererGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZaeffererB16,
author = {Martin Zaefferer and
Thomas Bartz{-}Beielstein},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {Efficient Global Optimization with Indefinite Kernels},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {69--79},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_7},
doi = {10.1007/978-3-319-45823-6\_7},
timestamp = {Wed, 19 Jan 2022 09:30:47 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/ZaeffererB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/DoerrBABBDEEFGH16,
author = {Carola Doerr and
Nicolas Bred{\`{e}}che and
Enrique Alba and
Thomas Bartz{-}Beielstein and
Dimo Brockhoff and
Benjamin Doerr and
Gusz Eiben and
Michael G. Epitropakis and
Carlos M. Fonseca and
Andreia P. Guerreiro and
Evert Haasdijk and
Jacqueline Heinerman and
Julien Hubert and
Per Kristian Lehre and
Luigi Malag{\`{o}} and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Julian Francis Miller and
Boris Naujoks and
Pietro S. Oliveto and
Stjepan Picek and
Nelishia Pillay and
Mike Preuss and
Patricia Ryser{-}Welch and
Giovanni Squillero and
J{\"{o}}rg Stork and
Dirk Sudholt and
Alberto Paolo Tonda and
L. Darrell Whitley and
Martin Zaefferer},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {Tutorials at {PPSN} 2016},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {1012--1022},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_95},
doi = {10.1007/978-3-319-45823-6\_95},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/DoerrBABBDEEFGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/Bartz-Beielstein15,
author = {Thomas Bartz{-}Beielstein},
editor = {Janusz Kacprzyk and
Witold Pedrycz},
title = {How to Create Generalizable Results},
booktitle = {Springer Handbook of Computational Intelligence},
series = {Springer Handbooks},
pages = {1127--1142},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-43505-2\_56},
doi = {10.1007/978-3-662-43505-2\_56},
timestamp = {Fri, 27 Dec 2019 21:19:20 +0100},
biburl = {https://dblp.org/rec/reference/sp/Bartz-Beielstein15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoritzSBZS15,
author = {Steffen Moritz and
Alexis Sard{\'{a}} and
Thomas Bartz{-}Beielstein and
Martin Zaefferer and
J{\"{o}}rg Stork},
title = {Comparison of different Methods for Univariate Time Series Imputation
in {R}},
journal = {CoRR},
volume = {abs/1510.03924},
year = {2015},
url = {http://arxiv.org/abs/1510.03924},
eprinttype = {arXiv},
eprint = {1510.03924},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoritzSBZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Bartz-BeielsteinBMM14,
author = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
J{\"{o}}rn Mehnen and
Olaf Mersmann},
title = {Evolutionary Algorithms},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {3},
pages = {178--195},
year = {2014},
url = {https://doi.org/10.1002/widm.1124},
doi = {10.1002/WIDM.1124},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/Bartz-BeielsteinBMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZaeffererSFFNB14,
author = {Martin Zaefferer and
J{\"{o}}rg Stork and
Martina Friese and
Andreas Fischbach and
Boris Naujoks and
Thomas Bartz{-}Beielstein},
editor = {Dirk V. Arnold},
title = {Efficient global optimization for combinatorial problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {871--878},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598282},
doi = {10.1145/2576768.2598282},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZaeffererSFFNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZaeffererBNFSFFB14,
author = {Martin Zaefferer and
Beate Breiderhoff and
Boris Naujoks and
Martina Friese and
J{\"{o}}rg Stork and
Andreas Fischbach and
Oliver Flasch and
Thomas Bartz{-}Beielstein},
editor = {Dirk V. Arnold},
title = {Tuning multi-objective optimization algorithms for cyclone dust separators},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {1223--1230},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598260},
doi = {10.1145/2576768.2598260},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZaeffererBNFSFFB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZaeffererSB14,
author = {Martin Zaefferer and
J{\"{o}}rg Stork and
Thomas Bartz{-}Beielstein},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Distance Measures for Permutations in Combinatorial Efficient Global
Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {373--383},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_37},
doi = {10.1007/978-3-319-10762-2\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ZaeffererSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/Bartz-BeielsteinP14,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Yossi Borenstein and
Alberto Moraglio},
title = {Experimental Analysis of Optimization Algorithms: Tuning and Beyond},
booktitle = {Theory and Principled Methods for the Design of Metaheuristics},
series = {Natural Computing Series},
pages = {205--245},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-33206-7\_10},
doi = {10.1007/978-3-642-33206-7\_10},
timestamp = {Mon, 26 Oct 2020 08:19:22 +0100},
biburl = {https://dblp.org/rec/series/ncs/Bartz-BeielsteinP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppsn/2014,
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2},
doi = {10.1007/978-3-319-10762-2},
isbn = {978-3-319-10761-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/ZaeffererBNWE13,
author = {Martin Zaefferer and
Thomas Bartz{-}Beielstein and
Boris Naujoks and
Tobias Wagner and
Michael Emmerich},
editor = {Robin C. Purshouse and
Peter J. Fleming and
Carlos M. Fonseca and
Salvatore Greco and
Jane Shaw},
title = {A Case Study on Multi-Criteria Optimization of an Event Detection
Software under Limited Budgets},
booktitle = {Evolutionary Multi-Criterion Optimization - 7th International Conference,
{EMO} 2013, Sheffield, UK, March 19-22, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7811},
pages = {756--770},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37140-0\_56},
doi = {10.1007/978-3-642-37140-0\_56},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/ZaeffererBNWE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/FlaschFVBMNSZ13,
author = {Oliver Flasch and
Martina Friese and
Katya Vladislavleva and
Thomas Bartz{-}Beielstein and
Olaf Mersmann and
Boris Naujoks and
J{\"{o}}rg Stork and
Martin Zaefferer},
editor = {Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data},
booktitle = {Applications of Evolutionary Computation - 16th European Conference,
EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7835},
pages = {172--181},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37192-9\_18},
doi = {10.1007/978-3-642-37192-9\_18},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/FlaschFVBMNSZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinZN13,
author = {Thomas Bartz{-}Beielstein and
Martin Zaefferer and
Boris Naujoks},
editor = {Christian Blum and
Enrique Alba},
title = {How to create meaningful and generalizable results},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {979--1004},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2480816},
doi = {10.1145/2464576.2480816},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinZN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/OchoaPBS12,
author = {Gabriela Ochoa and
Mike Preuss and
Thomas Bartz{-}Beielstein and
Marc Schoenauer},
title = {Editorial for the Special Issue on Automated Design and Assessment
of Heuristic Search Methods},
journal = {Evol. Comput.},
volume = {20},
number = {2},
pages = {161--163},
year = {2012},
url = {https://doi.org/10.1162/EVCO\_e\_00071},
doi = {10.1162/EVCO\_E\_00071},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/OchoaPBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/KochBFBWK12,
author = {Patrick Koch and
Bernd Bischl and
Oliver Flasch and
Thomas Bartz{-}Beielstein and
Claus Weihs and
Wolfgang Konen},
title = {Tuning and evolution of support vector kernels},
journal = {Evol. Intell.},
volume = {5},
number = {3},
pages = {153--170},
year = {2012},
url = {https://doi.org/10.1007/s12065-012-0073-8},
doi = {10.1007/S12065-012-0073-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/KochBFBWK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinFZ12,
author = {Thomas Bartz{-}Beielstein and
Oliver Flasch and
Martin Zaefferer},
editor = {Terence Soule and
Jason H. Moore},
title = {Sequential parameter optimization for symbolic regression},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {495--496},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330861},
doi = {10.1145/2330784.2330861},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinFZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinFNZ12,
author = {Thomas Bartz{-}Beielstein and
Martina Friese and
Boris Naujoks and
Martin Zaefferer},
editor = {Terence Soule and
Jason H. Moore},
title = {{SPOT} applied to non-stochastic optimization problems: an experimental
study},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {645--646},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330901},
doi = {10.1145/2330784.2330901},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinFNZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinPZ12,
author = {Thomas Bartz{-}Beielstein and
Mike Preu{\ss} and
Martin Zaefferer},
editor = {Terence Soule and
Jason H. Moore},
title = {Statistical analysis of optimization algorithms with {R}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {1259--1286},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330940},
doi = {10.1145/2330784.2330940},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinPZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZaeffererBFNF12,
author = {Martin Zaefferer and
Thomas Bartz{-}Beielstein and
Martina Friese and
Boris Naujoks and
Oliver Flasch},
editor = {Terence Soule and
Jason H. Moore},
title = {Multi-criteria optimization for hard problems under limited budgets},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {1451--1452},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330984},
doi = {10.1145/2330784.2330984},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZaeffererBFNF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinFZNFKK11,
author = {Thomas Bartz{-}Beielstein and
Martina Friese and
Martin Zaefferer and
Boris Naujoks and
Oliver Flasch and
Wolfgang Konen and
Patrick Koch},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Noisy optimization with sequential parameter optimization and optimal
computational budget allocation},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {119--120},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2001926},
doi = {10.1145/2001858.2001926},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinFZNFKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinP11,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Automatic and interactive tuning of algorithms},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {1361--1380},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002141},
doi = {10.1145/2001858.2002141},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KonenKFBFN11,
author = {Wolfgang Konen and
Patrick Koch and
Oliver Flasch and
Thomas Bartz{-}Beielstein and
Martina Friese and
Boris Naujoks},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Tuned data mining: a benchmark study on different tuners},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {1995--2002},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001844},
doi = {10.1145/2001576.2001844},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/KonenKFBFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/FlaschBDKKOT10,
author = {Oliver Flasch and
Thomas Bartz{-}Beielstein and
Artur Davtyan and
Patrick Koch and
Wolfgang Konen and
Tosin Daniel Oyetoyan and
Michael Tamutan},
title = {Comparing SPO-tuned {GP} and {NARX} prediction models for stormwater
tank fill level prediction},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586172},
doi = {10.1109/CEC.2010.5586172},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/FlaschBDKKOT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZiegenhirtBFKZ10,
author = {J{\"{o}}rg Ziegenhirt and
Thomas Bartz{-}Beielstein and
Oliver Flasch and
Wolfgang Konen and
Martin Zaefferer},
title = {Optimization of biogas production with computational intelligence
a comparative study},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586509},
doi = {10.1109/CEC.2010.5586509},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ZiegenhirtBFKZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FlaschMB10,
author = {Oliver Flasch and
Olaf Mersmann and
Thomas Bartz{-}Beielstein},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {{RGP:} an open source genetic programming system for the {R} environment},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {2071--2072},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830867},
doi = {10.1145/1830761.1830867},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/FlaschMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinP10,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Tuning and experimental analysis in evolutionary computation: what
we still have wrong},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {2625--2646},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830911},
doi = {10.1145/1830761.1830911},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/Bartz-BeielsteinCPP10,
author = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
editor = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
title = {Introduction},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {1--13},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02538-9\_1},
doi = {10.1007/978-3-642-02538-9\_1},
timestamp = {Wed, 29 May 2019 09:31:42 +0200},
biburl = {https://dblp.org/rec/books/sp/10/Bartz-BeielsteinCPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/Bartz-BeielsteinP10,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
title = {The Future of Experimental Research},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {17--49},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02538-9\_2},
doi = {10.1007/978-3-642-02538-9\_2},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/Bartz-BeielsteinP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/Bartz-BeielsteinLP10,
author = {Thomas Bartz{-}Beielstein and
Christian Lasarczyk and
Mike Preuss},
editor = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
title = {The Sequential Parameter Optimization Toolbox},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {337--362},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02538-9\_14},
doi = {10.1007/978-3-642-02538-9\_14},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/Bartz-BeielsteinLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/HutterBHLM10,
author = {Frank Hutter and
Thomas Bartz{-}Beielstein and
Holger H. Hoos and
Kevin Leyton{-}Brown and
Kevin P. Murphy},
editor = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
title = {Sequential Model-Based Parameter Optimization: an Experimental Investigation
of Automated and Interactive Approaches},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {363--414},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02538-9\_15},
doi = {10.1007/978-3-642-02538-9\_15},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/HutterBHLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/2010BCPP,
editor = {Thomas Bartz{-}Beielstein and
Marco Chiarandini and
Lu{\'{\i}}s Paquete and
Mike Preuss},
title = {Experimental Methods for the Analysis of Optimization Algorithms},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02538-9},
doi = {10.1007/978-3-642-02538-9},
isbn = {978-3-642-02537-2},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/2010BCPP.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-4645,
author = {Thomas Bartz{-}Beielstein},
title = {{SPOT:} An {R} Package For Automatic and Interactive Tuning of Optimization
Algorithms by Sequential Parameter Optimization},
journal = {CoRR},
volume = {abs/1006.4645},
year = {2010},
url = {http://arxiv.org/abs/1006.4645},
eprinttype = {arXiv},
eprint = {1006.4645},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-4645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/at/KonenZB09,
author = {Wolfgang Konen and
Tobias Zimmer and
Thomas Bartz{-}Beielstein},
title = {Optimierte Modellierung von F{\"{u}}llst{\"{a}}nden in Regen{\"{u}}berlaufbecken
mittels CI-basierter Parameterselektion (Optimized Modelling of Fill
Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes)},
journal = {Autom.},
volume = {57},
number = {3},
pages = {155--166},
year = {2009},
url = {https://doi.org/10.1524/auto.2009.0756},
doi = {10.1524/AUTO.2009.0756},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/at/KonenZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KonenB09,
author = {Wolfgang Konen and
Thomas Bartz{-}Beielstein},
editor = {Franz Rothlauf},
title = {Reinforcement learning for games: failures and successes},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2641--2648},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570375},
doi = {10.1145/1570256.1570375},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/KonenB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinP09,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Franz Rothlauf},
title = {the future of experimental research},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {3185--3226},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570417},
doi = {10.1145/1570256.1570417},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/Bartz-Beielstein09,
author = {Thomas Bartz{-}Beielstein},
editor = {J{\"{u}}rgen Branke and
Barry L. Nelson and
Warren Buckler Powell and
Thomas J. Santner},
title = {Sequential Parameter Optimization},
booktitle = {Sampling-based Optimization in the Presence of Uncertainty, 26.04.
- 30.04.2009},
series = {Dagstuhl Seminar Proceedings},
volume = {09181},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2009},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/2115/},
timestamp = {Thu, 10 Jun 2021 13:02:08 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/Bartz-Beielstein09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/synthese/Bartz-Beielstein08,
author = {Thomas Bartz{-}Beielstein},
title = {How experimental algorithmics can benefit from Mayo's extensions to
Neyman-Pearson theory of testing},
journal = {Synth.},
volume = {163},
number = {3},
pages = {385--396},
year = {2008},
url = {https://doi.org/10.1007/s11229-007-9297-z},
doi = {10.1007/S11229-007-9297-Z},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/synthese/Bartz-Beielstein08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinP08,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Experimental research in evolutionary computation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008, Companion Material},
pages = {2517--2534},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1388969.1389066},
doi = {10.1145/1388969.1389066},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/KonenB08,
author = {Wolfgang Konen and
Thomas Bartz{-}Beielstein},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Reinforcement Learning: Insights from Interesting Failures in Parameter
Selection},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {478--487},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_48},
doi = {10.1007/978-3-540-87700-4\_48},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/KonenB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bartz-BeielsteinP07,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss},
editor = {Dirk Thierens},
title = {Experimental research in evolutionary computation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007, Companion Material},
pages = {3001--3020},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1274000.1274102},
doi = {10.1145/1274000.1274102},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Bartz-BeielsteinP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/07/Bartz-BeielsteinBB07,
author = {Thomas Bartz{-}Beielstein and
Daniel Blum and
J{\"{u}}rgen Branke},
editor = {Karl F. Doerner and
Michel Gendreau and
Peter Greistorfer and
Walter J. Gutjahr and
Richard F. Hartl and
Marc Reimann},
title = {Particle Swarm Optimization and Sequential Sampling in Noisy Environments},
booktitle = {Metaheuristics},
series = {Operations Research/Computer Science Interfaces Series},
volume = {39},
pages = {261--273},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-71921-4\_14},
doi = {10.1007/978-0-387-71921-4\_14},
timestamp = {Mon, 16 Sep 2019 14:43:25 +0200},
biburl = {https://dblp.org/rec/books/sp/07/Bartz-BeielsteinBB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PreussB07,
author = {Mike Preuss and
Thomas Bartz{-}Beielstein},
editor = {Fernando G. Lobo and
Cl{\'{a}}udio F. Lima and
Zbigniew Michalewicz},
title = {Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded
Evolutionary Algorithms},
booktitle = {Parameter Setting in Evolutionary Algorithms},
series = {Studies in Computational Intelligence},
volume = {54},
pages = {91--119},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69432-8\_5},
doi = {10.1007/978-3-540-69432-8\_5},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/PreussB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hm/2007,
editor = {Thomas Bartz{-}Beielstein and
Mar{\'{\i}}a J. Blesa Aguilera and
Christian Blum and
Boris Naujoks and
Andrea Roli and
G{\"{u}}nter Rudolph and
Michael Sampels},
title = {Hybrid Metaheuristics, 4th International Workshop, {HM} 2007, Dortmund,
Germany, October 8-9, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4771},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75514-2},
doi = {10.1007/978-3-540-75514-2},
isbn = {978-3-540-75513-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hm/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0015894,
author = {Thomas Bartz{-}Beielstein},
title = {Experimental Research in Evolutionary Computation - The New Experimentalism},
series = {Natural Computing Series},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-32027-X},
doi = {10.1007/3-540-32027-X},
isbn = {978-3-540-32026-5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0015894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Bartz-BeielsteinCJNS06,
author = {Thomas Bartz{-}Beielstein and
Annette Chmielewski and
Michael Janas and
Boris Naujoks and
Robert Scheffermann},
title = {Optimizing Door Assignment in LTL-Terminals by Evolutionary Multiobjective
Algorithms},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {41--47},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688288},
doi = {10.1109/CEC.2006.1688288},
timestamp = {Thu, 16 Dec 2021 14:00:41 +0100},
biburl = {https://dblp.org/rec/conf/cec/Bartz-BeielsteinCJNS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BaranskiBEKKMPRSSSSSWZ06,
author = {Bastian Baranski and
Thomas Bartz{-}Beielstein and
R{\"{u}}diger Ehlers and
Thusinthan Kajendran and
Bj{\"{o}}rn Kosslers and
J{\"{o}}rn Mehnen and
Tomasz Polaszek and
Ralf Reimholz and
Jens M. Schmidt and
Karlheinz Schmitt and
Danny Seis and
Rafael Slodzinski and
Simon Steeg and
Nils Wiemann and
Marc Zimmermann},
title = {The Impact of Group Reputation in Multiagent Environments},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1224--1231},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688449},
doi = {10.1109/CEC.2006.1688449},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/BaranskiBEKKMPRSSSSSWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BaranskiBEKKMPRSSSSSWZ06,
author = {Bastian Baranski and
Thomas Bartz{-}Beielstein and
R{\"{u}}diger Ehlers and
Thusinthan Kajendran and
Bj{\"{o}}rn Kosslers and
J{\"{o}}rn Mehnen and
Tomasz Polaszek and
Ralf Reimholz and
Jens M. Schmidt and
Karlheinz Schmitt and
Danny Seis and
Rafael Slodzinski and
Simon Steeg and
Nils Wiemann and
Marc Zimmermann},
editor = {Mike Cattolico},
title = {High-order punishment and the evolution of cooperation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {379--380},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144065},
doi = {10.1145/1143997.1144065},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BaranskiBEKKMPRSSSSSWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/Bartz-BeielsteinPR06,
author = {Thomas Bartz{-}Beielstein and
Mike Preuss and
G{\"{u}}nter Rudolph},
editor = {Francisco Almeida and
Mar{\'{\i}}a J. Blesa Aguilera and
Christian Blum and
J. Marcos Moreno{-}Vega and
Melqu{\'{\i}}ades P{\'{e}}rez P{\'{e}}rez and
Andrea Roli and
Michael Sampels},
title = {Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations},
booktitle = {Hybrid Metaheuristics, Third International Workshop, {HM} 2006, Gran
Canaria, Spain, October 13-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4030},
pages = {178--191},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11890584\_14},
doi = {10.1007/11890584\_14},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hm/Bartz-BeielsteinPR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Bartz-Beielstein2005,
author = {Thomas Bartz{-}Beielstein},
title = {New experimentalism applied to evolutionary computation},
school = {Dortmund University of Technology},
year = {2005},
url = {https://hdl.handle.net/2003/21461},
urn = {urn:nbn:de:101:1-201607205432},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Bartz-Beielstein2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Bartz-BeielsteinLP05,
author = {Thomas Bartz{-}Beielstein and
Christian Lasarczyk and
Mike Preuss},
title = {Sequential parameter optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {773--780},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554761},
doi = {10.1109/CEC.2005.1554761},
timestamp = {Thu, 16 Dec 2021 13:59:05 +0100},
biburl = {https://dblp.org/rec/conf/cec/Bartz-BeielsteinLP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/Bartz-Beielstein05,
author = {Thomas Bartz{-}Beielstein},
editor = {Maria J. Blesa and
Christian Blum and
Andrea Roli and
Michael Sampels},
title = {Evolution Strategies and Threshold Selection},
booktitle = {Hybrid Metaheuristics, Second International Workshop, {HM} 2005, Barcelona,
Spain, August 29-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3636},
pages = {104--115},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11546245\_10},
doi = {10.1007/11546245\_10},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/hm/Bartz-Beielstein05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Bartz-BeielsteinM04,
author = {Thomas Bartz{-}Beielstein and
Sandor Markon},
title = {Tuning search algorithms for real-world applications: a regression
tree based approach},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2004, 19-23 June 2004, Portland, OR, {USA}},
pages = {1111--1118},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CEC.2004.1330986},
doi = {10.1109/CEC.2004.1330986},
timestamp = {Thu, 16 Dec 2021 13:58:46 +0100},
biburl = {https://dblp.org/rec/conf/cec/Bartz-BeielsteinM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Bartz-Beielstein03,
author = {Thomas Bartz{-}Beielstein and
Philipp Limbourg and
J{\"{o}}rn Mehnen and
Karlheinz Schmitt and
Konstantinos E. Parsopoulos and
Michael N. Vrahatis},
title = {Particle swarm optimizers for Pareto optimization with enhanced archiving
techniques},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {1780--1787},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299888},
doi = {10.1109/CEC.2003.1299888},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/Bartz-Beielstein03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BeielsteinEM03,
author = {Thomas Beielstein and
Claus{-}Peter Ewald and
Sandor Markon},
editor = {Erick Cant{\'{u}}{-}Paz and
James A. Foster and
Kalyanmoy Deb and
Lawrence Davis and
Rajkumar Roy and
Una{-}May O'Reilly and
Hans{-}Georg Beyer and
Russell K. Standish and
Graham Kendall and
Stewart W. Wilson and
Mark Harman and
Joachim Wegener and
Dipankar Dasgupta and
Mitchell A. Potter and
Alan C. Schultz and
Kathryn A. Dowsland and
Natasa Jonoska and
Julian F. Miller},
title = {Optimal Elevator Group Control by Evolution Strategies},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2003, Genetic and Evolutionary
Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2724},
pages = {1963--1974},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45110-2\_95},
doi = {10.1007/3-540-45110-2\_95},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BeielsteinEM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BeielsteinM02,
author = {Thomas Beielstein and
Sandor Markon},
title = {Threshold selection, hypothesis tests, and {DOE} methods},
booktitle = {Proceedings of the 2002 Congress on Evolutionary Computation, {CEC}
2002, Honolulu, HI, USA, May 12-17, 2002},
pages = {777--782},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/CEC.2002.1007024},
doi = {10.1109/CEC.2002.1007024},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/BeielsteinM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BeielsteinDFP02,
author = {Thomas Beielstein and
Jan Dienstuhl and
Christian Feist and
Marc Pompl},
title = {Circuit design using evolutionary algorithms},
booktitle = {Proceedings of the 2002 Congress on Evolutionary Computation, {CEC}
2002, Honolulu, HI, USA, May 12-17, 2002},
pages = {1904--1909},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/CEC.2002.1004534},
doi = {10.1109/CEC.2002.1004534},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/BeielsteinDFP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MarkonABBB01,
author = {Sandor Markon and
Dirk V. Arnold and
Thomas B{\"{a}}ck and
Thomas Beielstein and
Hans{-}Georg Beyer},
title = {Thresholding-a selection operator for noisy {ES}},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation, {CEC}
2001, COEX, Seoul, Korea, May 27-30, 2001},
pages = {465--472},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/CEC.2001.934428},
doi = {10.1109/CEC.2001.934428},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MarkonABBB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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