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ORCIDBibTeX records: Nikolaus Hansen
@article{DBLP:journals/appml/GisslerAH24,
author = {Armand Gissler and
Anne Auger and
Nikolaus Hansen},
title = {Asymptotic estimations of a perturbed symmetric eigenproblem},
journal = {Appl. Math. Lett.},
volume = {150},
pages = {108951},
year = {2024},
url = {https://doi.org/10.1016/j.aml.2023.108951},
doi = {10.1016/J.AML.2023.108951},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/appml/GisslerAH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06983,
author = {Armand Gissler and
Anne Auger and
Nikolaus Hansen},
title = {Asymptotic estimations of a perturbed symmetric eigenproblem},
journal = {CoRR},
volume = {abs/2403.06983},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06983},
doi = {10.48550/ARXIV.2403.06983},
eprinttype = {arXiv},
eprint = {2403.06983},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/ToureAH23,
author = {Cheikh Toure and
Anne Auger and
Nikolaus Hansen},
title = {Global linear convergence of evolution strategies with recombination
on scaling-invariant functions},
journal = {J. Glob. Optim.},
volume = {86},
number = {1},
pages = {163--203},
year = {2023},
url = {https://doi.org/10.1007/s10898-022-01249-6},
doi = {10.1007/S10898-022-01249-6},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/ToureAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GharafiHBR23,
author = {Mohamed Gharafi and
Nikolaus Hansen and
Dimo Brockhoff and
Rodolphe Le Riche},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Multiobjective Optimization with a Quadratic Surrogate-assisted {CMA-ES}},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2023, Lisbon, Portugal, July 15-19, 2023},
pages = {652--660},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583131.3590492},
doi = {10.1145/3583131.3590492},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GharafiHBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH23,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {An Introduction to Scientific Experimentation and Benchmarking},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {854--877},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3595064},
doi = {10.1145/3583133.3595064},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH23,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {{CMA-ES} and Advanced Adaptation Mechanisms},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {1157--1182},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3595054},
doi = {10.1145/3583133.3595054},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MartySAHH23,
author = {Tristan Marty and
Yann Semet and
Anne Auger and
S{\'{e}}bastien H{\'{e}}ron and
Nikolaus Hansen},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Benchmarking {CMA-ES} with Basic Integer Handling on a Mixed-Integer
Test Problem Suite},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {1628--1635},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3596411},
doi = {10.1145/3583133.3596411},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/MartySAHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Hansen23,
author = {Nikolaus Hansen},
editor = {Niki van Stein and
Francesco Marcelloni and
H. K. Lam and
Marie Cottrell and
Joaquim Filipe},
title = {Assessment and Evaluation of Empirical and Scientific Data},
booktitle = {Proceedings of the 15th International Joint Conference on Computational
Intelligence, {IJCCI} 2023, Rome, Italy, November 13-15, 2023},
pages = {25},
publisher = {{SCITEPRESS}},
year = {2023},
timestamp = {Fri, 08 Dec 2023 12:42:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcci/Hansen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/BrockhoffAHT22,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen and
Tea Tusar},
title = {Using Well-Understood Single-Objective Functions in Multiobjective
Black-Box Optimization Test Suites},
journal = {Evol. Comput.},
volume = {30},
number = {2},
pages = {165--193},
year = {2022},
url = {https://doi.org/10.1162/evco\_a\_00298},
doi = {10.1162/EVCO\_A\_00298},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/BrockhoffAHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HansenABT22,
author = {Nikolaus Hansen and
Anne Auger and
Dimo Brockhoff and
Tea Tusar},
title = {Anytime Performance Assessment in Blackbox Optimization Benchmarking},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1293--1305},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3210897},
doi = {10.1109/TEVC.2022.3210897},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HansenABT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GisslerAH22,
author = {Armand Gissler and
Anne Auger and
Nikolaus Hansen},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Learning rate adaptation by line search in evolution strategies with
recombination},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Boston,
Massachusetts, USA, July 9 - 13, 2022},
pages = {630--638},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3512290.3528760},
doi = {10.1145/3512290.3528760},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/GisslerAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH22,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {A (biased) introduction to benchmarking},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {801--823},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3533649},
doi = {10.1145/3520304.3533649},
timestamp = {Mon, 25 Jul 2022 17:04:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH22,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {{CMA-ES} and advanced adaptation mechanisms},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {1243--1268},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3533648},
doi = {10.1145/3520304.3533648},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/ToureGAH21,
author = {Cheikh Toure and
Armand Gissler and
Anne Auger and
Nikolaus Hansen},
title = {Scaling-invariant Functions versus Positively Homogeneous Functions},
journal = {J. Optim. Theory Appl.},
volume = {191},
number = {1},
pages = {363--383},
year = {2021},
url = {https://doi.org/10.1007/s10957-021-01943-7},
doi = {10.1007/S10957-021-01943-7},
timestamp = {Tue, 19 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/ToureGAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/HansenARMTB21,
author = {Nikolaus Hansen and
Anne Auger and
Raymond Ros and
Olaf Mersmann and
Tea Tusar and
Dimo Brockhoff},
title = {{COCO:} a platform for comparing continuous optimizers in a black-box
setting},
journal = {Optim. Methods Softw.},
volume = {36},
number = {1},
pages = {114--144},
year = {2021},
url = {https://doi.org/10.1080/10556788.2020.1808977},
doi = {10.1080/10556788.2020.1808977},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/HansenARMTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH21,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Krzysztof Krawiec},
title = {Benchmarking: state-of-the-art and beyond},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {339--340},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3461424},
doi = {10.1145/3449726.3461424},
timestamp = {Thu, 15 Jul 2021 15:50:04 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MarescauxH21,
author = {Eug{\'{e}}nie Marescaux and
Nikolaus Hansen},
editor = {Francisco Chicano and
Krzysztof Krawiec},
title = {Hypervolume in biobjective optimization cannot converge faster than
{\(\Omega\)}(1/\emph{p})},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Lille,
France, July 10-14, 2021},
pages = {430--438},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449639.3459371},
doi = {10.1145/3449639.3459371},
timestamp = {Thu, 24 Jun 2021 08:56:59 +0200},
biburl = {https://dblp.org/rec/conf/gecco/MarescauxH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DufosseH21,
author = {Paul Dufoss{\'{e}} and
Nikolaus Hansen},
editor = {Francisco Chicano and
Krzysztof Krawiec},
title = {Augmented lagrangian, penalty techniques and surrogate modeling for
constrained optimization with {CMA-ES}},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Lille,
France, July 10-14, 2021},
pages = {519--527},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449639.3459340},
doi = {10.1145/3449639.3459340},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/DufosseH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH21,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Krzysztof Krawiec},
title = {{CMA-ES} and advanced adaptation mechanisms},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {636--663},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3462748},
doi = {10.1145/3449726.3462748},
timestamp = {Thu, 15 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffPAH21,
author = {Dimo Brockhoff and
Baptiste Plaquevent{-}Jourdain and
Anne Auger and
Nikolaus Hansen},
editor = {Krzysztof Krawiec},
title = {{DMS} and MultiGLODS: black-box optimization benchmarking of two direct
search methods on the bbob-biobj test suite},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {1251--1258},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3463207},
doi = {10.1145/3449726.3463207},
timestamp = {Thu, 15 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffPAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VarelasEBHNTA20,
author = {Konstantinos Varelas and
Ouassim Ait ElHara and
Dimo Brockhoff and
Nikolaus Hansen and
Duc Manh Nguyen and
Tea Tusar and
Anne Auger},
title = {Benchmarking large-scale continuous optimizers: The bbob-largescale
testbed, a {COCO} software guide and beyond},
journal = {Appl. Soft Comput.},
volume = {97},
number = {Part},
pages = {106737},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106737},
doi = {10.1016/J.ASOC.2020.106737},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VarelasEBHNTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/AkimotoH20,
author = {Youhei Akimoto and
Nikolaus Hansen},
title = {Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies},
journal = {Evol. Comput.},
volume = {28},
number = {3},
pages = {405--435},
year = {2020},
url = {https://doi.org/10.1162/evco\_a\_00260},
doi = {10.1162/EVCO\_A\_00260},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/AkimotoH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/AkimotoAH20,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
title = {Quality gain analysis of the weighted recombination evolution strategy
on general convex quadratic functions},
journal = {Theor. Comput. Sci.},
volume = {832},
pages = {42--67},
year = {2020},
url = {https://doi.org/10.1016/j.tcs.2018.05.015},
doi = {10.1016/J.TCS.2018.05.015},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/AkimotoAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/AtamnaAH20,
author = {Asma Atamna and
Anne Auger and
Nikolaus Hansen},
title = {On invariance and linear convergence of evolution strategies with
augmented Lagrangian constraint handling},
journal = {Theor. Comput. Sci.},
volume = {832},
pages = {68--97},
year = {2020},
url = {https://doi.org/10.1016/j.tcs.2018.10.006},
doi = {10.1016/J.TCS.2018.10.006},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/AtamnaAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/VarelasAH20,
author = {Konstantinos Varelas and
Anne Auger and
Nikolaus Hansen},
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 = {Sparse Inverse Covariance Learning for {CMA-ES} with Graphical Lasso},
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 = {707--718},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58112-1\_49},
doi = {10.1007/978-3-030-58112-1\_49},
timestamp = {Fri, 04 Sep 2020 10:49:40 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/VarelasAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/ToureABH19,
author = {Cheikh Toure and
Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Kalyanmoy Deb and
Erik D. Goodman and
Carlos A. Coello Coello and
Kathrin Klamroth and
Kaisa Miettinen and
Sanaz Mostaghim and
Patrick M. Reed},
title = {On Bi-objective Convex-Quadratic Problems},
booktitle = {Evolutionary Multi-Criterion Optimization - 10th International Conference,
{EMO} 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11411},
pages = {3--14},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-12598-1\_1},
doi = {10.1007/978-3-030-12598-1\_1},
timestamp = {Fri, 26 Feb 2021 09:21:56 +0100},
biburl = {https://dblp.org/rec/conf/emo/ToureABH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen19a,
author = {Nikolaus Hansen},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {A practical guide to experimentation (and benchmarking)},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {594--613},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3323397},
doi = {10.1145/3319619.3323397},
timestamp = {Thu, 11 Jul 2019 09:46:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Hansen19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ToureHAB19,
author = {Cheikh Tour{\'{e}} and
Nikolaus Hansen and
Anne Auger and
Dimo Brockhoff},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Uncrowded hypervolume improvement: {COMO-CMA-ES} and the sofomore
framework},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {638--646},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321852},
doi = {10.1145/3321707.3321852},
timestamp = {Thu, 04 Jul 2019 11:07:32 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ToureHAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen19,
author = {Nikolaus Hansen},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {A global surrogate assisted {CMA-ES}},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {664--672},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321842},
doi = {10.1145/3321707.3321842},
timestamp = {Thu, 04 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Hansen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TusarBH19,
author = {Tea Tusar and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Mixed-integer benchmark problems for single- and bi-objective optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {718--726},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321868},
doi = {10.1145/3321707.3321868},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TusarBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH19,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {{CMA-ES} and advanced adaptation mechanisms},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {837--861},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3323390},
doi = {10.1145/3319619.3323390},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffH19,
author = {Dimo Brockhoff and
Nikolaus Hansen},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {The impact of sample volume in random search on the bbob test suite},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {1912--1919},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3326894},
doi = {10.1145/3319619.3326894},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06396,
author = {Ouassim Ait ElHara and
Konstantinos Varelas and
Duc Manh Nguyen and
Tea Tusar and
Dimo Brockhoff and
Nikolaus Hansen and
Anne Auger},
title = {{COCO:} The Large Scale Black-Box Optimization Benchmarking (bbob-largescale)
Test Suite},
journal = {CoRR},
volume = {abs/1903.06396},
year = {2019},
url = {http://arxiv.org/abs/1903.06396},
eprinttype = {arXiv},
eprint = {1903.06396},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08823,
author = {Cheikh Tour{\'{e}} and
Nikolaus Hansen and
Anne Auger and
Dimo Brockhoff},
title = {Uncrowded Hypervolume Improvement: {COMO-CMA-ES} and the Sofomore
framework},
journal = {CoRR},
volume = {abs/1904.08823},
year = {2019},
url = {http://arxiv.org/abs/1904.08823},
eprinttype = {arXiv},
eprint = {1904.08823},
timestamp = {Sat, 27 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05885,
author = {Youhei Akimoto and
Nikolaus Hansen},
title = {Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies},
journal = {CoRR},
volume = {abs/1905.05885},
year = {2019},
url = {http://arxiv.org/abs/1905.05885},
eprinttype = {arXiv},
eprint = {1905.05885},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen18,
author = {Nikolaus Hansen},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {A practical guide to experimentation},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {432--447},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3207850},
doi = {10.1145/3205651.3207850},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Hansen18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH18,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {{CMA-ES} and advanced adaptation mechanisms},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {720--744},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3207854},
doi = {10.1145/3205651.3207854},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/VarelasABHESKB18,
author = {Konstantinos Varelas and
Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Ouassim Ait ElHara and
Yann Semet and
Rami Kassab and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
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 = {A Comparative Study of Large-Scale Variants of {CMA-ES}},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XV} - 15th International
Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11101},
pages = {3--15},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99253-2\_1},
doi = {10.1007/978-3-319-99253-2\_1},
timestamp = {Tue, 11 Feb 2020 11:20:56 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/VarelasABHESKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00289,
author = {Cheikh Toure and
Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
title = {On Bi-Objective convex-quadratic problems},
journal = {CoRR},
volume = {abs/1812.00289},
year = {2018},
url = {http://arxiv.org/abs/1812.00289},
eprinttype = {arXiv},
eprint = {1812.00289},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OllivierAAH17,
author = {Yann Ollivier and
Ludovic Arnold and
Anne Auger and
Nikolaus Hansen},
title = {Information-Geometric Optimization Algorithms: {A} Unifying Picture
via Invariance Principles},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {18:1--18:65},
year = {2017},
url = {http://jmlr.org/papers/v18/14-467.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OllivierAAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/BrockhoffAHT17,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen and
Tea Tusar},
editor = {Heike Trautmann and
G{\"{u}}nter Rudolph and
Kathrin Klamroth and
Oliver Sch{\"{u}}tze and
Margaret M. Wiecek and
Yaochu Jin and
Christian Grimme},
title = {Quantitative Performance Assessment of Multiobjective Optimizers:
The Average Runtime Attainment Function},
booktitle = {Evolutionary Multi-Criterion Optimization - 9th International Conference,
{EMO} 2017, M{\"{u}}nster, Germany, March 19-22, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10173},
pages = {103--119},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-54157-0\_8},
doi = {10.1007/978-3-319-54157-0\_8},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/BrockhoffAHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/AkimotoAH17,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Christian Igel and
Dirk Sudholt and
Carsten Witt},
title = {Quality Gain Analysis of the Weighted Recombination Evolution Strategy
on General Convex Quadratic Functions},
booktitle = {Proceedings of the 14th {ACM/SIGEVO} Conference on Foundations of
Genetic Algorithms, {FOGA} 2017, Copenhagen, Denmark, January 12-15,
2017},
pages = {111--126},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3040718.3040720},
doi = {10.1145/3040718.3040720},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foga/AkimotoAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/AtamnaAH17,
author = {Asma Atamna and
Anne Auger and
Nikolaus Hansen},
editor = {Christian Igel and
Dirk Sudholt and
Carsten Witt},
title = {Linearly Convergent Evolution Strategies via Augmented Lagrangian
Constraint Handling},
booktitle = {Proceedings of the 14th {ACM/SIGEVO} Conference on Foundations of
Genetic Algorithms, {FOGA} 2017, Copenhagen, Denmark, January 12-15,
2017},
pages = {149--161},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3040718.3040732},
doi = {10.1145/3040718.3040732},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foga/AtamnaAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH17,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Peter A. N. Bosman},
title = {Introduction to randomized continuous optimization},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {319--334},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3067721},
doi = {10.1145/3067695.3067721},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen17,
author = {Nikolaus Hansen},
editor = {Peter A. N. Bosman},
title = {A practical guide to benchmarking and experimentation},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {413},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3067711},
doi = {10.1145/3067695.3067711},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Hansen17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH17,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Peter A. N. Bosman},
title = {{CMA-ES} and advanced adaptation mechanisms},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {641--674},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3067698},
doi = {10.1145/3067695.3067698},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NguyenH17,
author = {Duc Manh Nguyen and
Nikolaus Hansen},
editor = {Peter A. N. Bosman},
title = {Benchmarking {CMAES-APOP} on the {BBOB} noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {1756--1763},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3084207},
doi = {10.1145/3067695.3084207},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NguyenH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/AugerH16,
author = {Anne Auger and
Nikolaus Hansen},
title = {Linear Convergence of Comparison-based Step-size Adaptive Randomized
Search via Stability of Markov Chains},
journal = {{SIAM} J. Optim.},
volume = {26},
number = {3},
pages = {1589--1624},
year = {2016},
url = {https://doi.org/10.1137/140984038},
doi = {10.1137/140984038},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/AugerH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ElHaraAH16,
author = {Ouassim Ait ElHara and
Anne Auger and
Nikolaus Hansen},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Permuted Orthogonal Block-Diagonal Transformation Matrices for Large
Scale Optimization Benchmarking},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {189--196},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908937},
doi = {10.1145/2908812.2908937},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ElHaraAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoH16,
author = {Youhei Akimoto and
Nikolaus Hansen},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Projection-Based Restricted Covariance Matrix Adaptation for High
Dimension},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {197--204},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908863},
doi = {10.1145/2908812.2908863},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AtamnaAH16,
author = {Asma Atamna and
Anne Auger and
Nikolaus Hansen},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Analysis of Linear Convergence of a {(1} + 1)-ES with Augmented Lagrangian
Constraint Handling},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {213--220},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908901},
doi = {10.1145/2908812.2908901},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AtamnaAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoAH16,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Introduction to Randomized Continuous Optimization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {333--355},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2926993},
doi = {10.1145/2908961.2926993},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoAH16a,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {{CMA-ES} and Advanced Adaptation Mechanisms},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {533--562},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2926980},
doi = {10.1145/2908961.2926980},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoAH16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {GECCO'16 Black-Box Optimization Benchmarking Workshop {(BBOB-2016):}
Workshop Chairs' Welcome Message},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1167},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931697},
doi = {10.1145/2908961.2931697},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KrauseGHI16,
author = {Oswin Krause and
Tobias Glasmachers and
Nikolaus Hansen and
Christian Igel},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Unbounded Population {MO-CMA-ES} for the Bi-Objective {BBOB} Test
Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1177--1184},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931699},
doi = {10.1145/2908961.2931699},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/KrauseGHI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16a,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Benchmarking the Pure Random Search on the Bi-objective {BBOB-2016}
Testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1217--1223},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931704},
doi = {10.1145/2908961.2931704},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16b,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {The Impact of Variation Operators on the Performance of {SMS-EMOA}
on the Bi-objective {BBOB-2016} Test Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1225--1232},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931705},
doi = {10.1145/2908961.2931705},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16c,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Benchmarking MATLAB's gamultiobj {(NSGA-II)} on the Bi-objective {BBOB-2016}
Test Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1233--1239},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931706},
doi = {10.1145/2908961.2931706},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16d,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Benchmarking {RM-MEDA} on the Bi-objective {BBOB-2016} Test Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1241--1247},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931707},
doi = {10.1145/2908961.2931707},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBHTTW16e,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen and
Dejan Tusar and
Tea Tusar and
Tobias Wagner},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {The Impact of Search Volume on the Performance of {RANDOMSEARCH} on
the Bi-objective {BBOB-2016} Test Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1257--1264},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931709},
doi = {10.1145/2908961.2931709},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBHTTW16e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/AkimotoH16,
author = {Youhei Akimoto and
Nikolaus Hansen},
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 = {Online Model Selection for Restricted Covariance Matrix Adaptation},
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 = {3--13},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_1},
doi = {10.1007/978-3-319-45823-6\_1},
timestamp = {Wed, 19 Jan 2022 09:30:47 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/AkimotoH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/AtamnaAH16,
author = {Asma Atamna and
Anne Auger and
Nikolaus Hansen},
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 = {Augmented Lagrangian Constraint Handling for {CMA-ES} - Case of a
Single Linear Constraint},
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 = {181--191},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_17},
doi = {10.1007/978-3-319-45823-6\_17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/AtamnaAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HansenTMAB16,
author = {Nikolaus Hansen and
Tea Tusar and
Olaf Mersmann and
Anne Auger and
Dimo Brockhoff},
title = {{COCO:} The Experimental Procedure},
journal = {CoRR},
volume = {abs/1603.08776},
year = {2016},
url = {http://arxiv.org/abs/1603.08776},
eprinttype = {arXiv},
eprint = {1603.08776},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HansenTMAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HansenAMTB16,
author = {Nikolaus Hansen and
Anne Auger and
Olaf Mersmann and
Tea Tusar and
Dimo Brockhoff},
title = {{COCO:} {A} Platform for Comparing Continuous Optimizers in a Black-Box
Setting},
journal = {CoRR},
volume = {abs/1603.08785},
year = {2016},
url = {http://arxiv.org/abs/1603.08785},
eprinttype = {arXiv},
eprint = {1603.08785},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HansenAMTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TusarBHA16,
author = {Tea Tusar and
Dimo Brockhoff and
Nikolaus Hansen and
Anne Auger},
title = {{COCO:} The Bi-objective Black Box Optimization Benchmarking (bbob-biobj)
Test Suite},
journal = {CoRR},
volume = {abs/1604.00359},
year = {2016},
url = {http://arxiv.org/abs/1604.00359},
eprinttype = {arXiv},
eprint = {1604.00359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TusarBHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hansen16a,
author = {Nikolaus Hansen},
title = {The {CMA} Evolution Strategy: {A} Tutorial},
journal = {CoRR},
volume = {abs/1604.00772},
year = {2016},
url = {http://arxiv.org/abs/1604.00772},
eprinttype = {arXiv},
eprint = {1604.00772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hansen16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrockhoffTTWHA16,
author = {Dimo Brockhoff and
Tea Tusar and
Dejan Tusar and
Tobias Wagner and
Nikolaus Hansen and
Anne Auger},
title = {Biobjective Performance Assessment with the {COCO} Platform},
journal = {CoRR},
volume = {abs/1605.01746},
year = {2016},
url = {http://arxiv.org/abs/1605.01746},
eprinttype = {arXiv},
eprint = {1605.01746},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrockhoffTTWHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HansenABTT16,
author = {Nikolaus Hansen and
Anne Auger and
Dimo Brockhoff and
Dejan Tusar and
Tea Tusar},
title = {{COCO:} Performance Assessment},
journal = {CoRR},
volume = {abs/1605.03560},
year = {2016},
url = {http://arxiv.org/abs/1605.03560},
eprinttype = {arXiv},
eprint = {1605.03560},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HansenABTT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/ChotardAH15,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
title = {Markov Chain Analysis of Cumulative Step-Size Adaptation on a Linear
Constrained Problem},
journal = {Evol. Comput.},
volume = {23},
number = {4},
pages = {611--640},
year = {2015},
url = {https://doi.org/10.1162/EVCO\_a\_00166},
doi = {10.1162/EVCO\_A\_00166},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/ChotardAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoAH15,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Continuous Optimization and {CMA-ES}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2015, Madrid,
Spain, July 11-15, 2015, Companion Material Proceedings},
pages = {313--344},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739482.2756591},
doi = {10.1145/2739482.2756591},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffTH15,
author = {Dimo Brockhoff and
Thanh{-}Do Tran and
Nikolaus Hansen},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Benchmarking Numerical Multiobjective Optimizers Revisited},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2015, Madrid, Spain, July 11-15, 2015},
pages = {639--646},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739480.2754777},
doi = {10.1145/2739480.2754777},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/HansenAA15,
author = {Nikolaus Hansen and
Dirk V. Arnold and
Anne Auger},
editor = {Janusz Kacprzyk and
Witold Pedrycz},
title = {Evolution Strategies},
booktitle = {Springer Handbook of Computational Intelligence},
series = {Springer Handbooks},
pages = {871--898},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-43505-2\_44},
doi = {10.1007/978-3-662-43505-2\_44},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/sp/HansenAA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DoerrHIT15,
author = {Benjamin Doerr and
Nikolaus Hansen and
Christian Igel and
Lothar Thiele},
title = {Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)},
journal = {Dagstuhl Reports},
volume = {5},
number = {5},
pages = {57--91},
year = {2015},
url = {https://doi.org/10.4230/DagRep.5.5.57},
doi = {10.4230/DAGREP.5.5.57},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DoerrHIT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChotardAH14,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
title = {Markov chain analysis of evolution strategies on a linear constraint
optimization problem},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {159--166},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900656},
doi = {10.1109/CEC.2014.6900656},
timestamp = {Thu, 16 Dec 2021 14:03:16 +0100},
biburl = {https://dblp.org/rec/conf/cec/ChotardAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AkimotoAH14,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Dirk V. Arnold},
title = {Comparison-based natural gradient optimization in high dimension},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {373--380},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598258},
doi = {10.1145/2576768.2598258},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AkimotoAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenA14,
author = {Nikolaus Hansen and
Anne Auger},
editor = {Dirk V. Arnold and
Enrique Alba},
title = {Evolution strategies and {CMA-ES} (covariance matrix adaptation)},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014, Companion Material Proceedings},
pages = {513--534},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2598394.2605347},
doi = {10.1145/2598394.2605347},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HansenAA14,
author = {Nikolaus Hansen and
Asma Atamna and
Anne Auger},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {How to Assess Step-Size Adaptation Mechanisms in Randomised Search},
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 = {60--69},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_6},
doi = {10.1007/978-3-319-10762-2\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HansenAA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/LoshchilovSSH14,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Nikolaus Hansen},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in
{CMA-ES}},
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 = {70--79},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_7},
doi = {10.1007/978-3-319-10762-2\_7},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/LoshchilovSSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/HansenA14,
author = {Nikolaus Hansen and
Anne Auger},
editor = {Yossi Borenstein and
Alberto Moraglio},
title = {Principled Design of Continuous Stochastic Search: From Theory to
Practice},
booktitle = {Theory and Principled Methods for the Design of Metaheuristics},
series = {Natural Computing Series},
pages = {145--180},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-33206-7\_8},
doi = {10.1007/978-3-642-33206-7\_8},
timestamp = {Mon, 26 Oct 2020 08:19:22 +0100},
biburl = {https://dblp.org/rec/series/ncs/HansenA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChotardAH14,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
title = {Markov Chain Analysis of Evolution Strategies on a Linear Constraint
Optimization Problem},
journal = {CoRR},
volume = {abs/1404.3023},
year = {2014},
url = {http://arxiv.org/abs/1404.3023},
eprinttype = {arXiv},
eprint = {1404.3023},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChotardAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoshchilovSSH14,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Nikolaus Hansen},
title = {Maximum Likelihood-based Online Adaptation of Hyper-parameters in
{CMA-ES}},
journal = {CoRR},
volume = {abs/1406.2623},
year = {2014},
url = {http://arxiv.org/abs/1406.2623},
eprinttype = {arXiv},
eprint = {1406.2623},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoshchilovSSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ElharaAH13,
author = {Ouassim Ait ElHara and
Anne Auger and
Nikolaus Hansen},
editor = {Christian Blum and
Enrique Alba},
title = {A median success rule for non-elitist evolution strategies: study
of feasibility},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {415--422},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463429},
doi = {10.1145/2463372.2463429},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ElharaAH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH13,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Christian Blum and
Enrique Alba},
title = {Tutorial {CMA-ES:} evolution strategies and covariance matrix adaptation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {499--520},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2483910},
doi = {10.1145/2464576.2483910},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH13,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Christian Blum and
Enrique Alba},
title = {Benchmarking the local metamodel {CMA-ES} on the noiseless BBOB'2013
test bed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {1225--1232},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2482701},
doi = {10.1145/2464576.2482701},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AugerH13,
author = {Anne Auger and
Nikolaus Hansen},
title = {On Proving Linear Convergence of Comparison-based Step-size Adaptive
Randomized Search on Scaling-Invariant Functions via Stability of
Markov Chains},
journal = {CoRR},
volume = {abs/1310.7697},
year = {2013},
url = {http://arxiv.org/abs/1310.7697},
eprinttype = {arXiv},
eprint = {1310.7697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AugerH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AugerH13a,
author = {Anne Auger and
Nikolaus Hansen},
title = {Linear Convergence on Positively Homogeneous Functions of a Comparison
Based Step-Size Adaptive Randomized Search: the {(1+1)} {ES} with
Generalized One-fifth Success Rule},
journal = {CoRR},
volume = {abs/1310.8397},
year = {2013},
url = {http://arxiv.org/abs/1310.8397},
eprinttype = {arXiv},
eprint = {1310.8397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AugerH13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DoerrHSW13,
author = {Benjamin Doerr and
Nikolaus Hansen and
Jonathan L. Shapiro and
L. Darrell Whitley},
title = {Theory of Evolutionary Algorithms (Dagstuhl Seminar 13271)},
journal = {Dagstuhl Reports},
volume = {3},
number = {7},
pages = {1--28},
year = {2013},
url = {https://doi.org/10.4230/DagRep.3.7.1},
doi = {10.4230/DAGREP.3.7.1},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DoerrHSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/EltetoHGB12,
author = {Tam{\'{a}}s {\'{E}}ltet{\"{o}} and
Nikolaus Hansen and
C{\'{e}}cile Germain{-}Renaud and
Pascal Bondon},
title = {Scalable structural break detection},
journal = {Appl. Soft Comput.},
volume = {12},
number = {11},
pages = {3408--3420},
year = {2012},
url = {https://doi.org/10.1016/j.asoc.2012.06.002},
doi = {10.1016/J.ASOC.2012.06.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/EltetoHGB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/AugerHS12,
author = {Anne Auger and
Nikolaus Hansen and
Marc Schoenauer},
title = {Benchmarking of Continuous Black Box Optimization Algorithms},
journal = {Evol. Comput.},
volume = {20},
number = {4},
pages = {481},
year = {2012},
url = {https://doi.org/10.1162/EVCO\_e\_00091},
doi = {10.1162/EVCO\_E\_00091},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/AugerHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffAH12,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {On the effect of mirroring in the {IPOP} active {CMA-ES} on the noiseless
{BBOB} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {277--284},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330824},
doi = {10.1145/2330784.2330824},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffAH12a,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {On the impact of a small initial population size in the {IPOP} active
{CMA-ES} with mirrored mutations on the noiseless {BBOB} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {285--290},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330825},
doi = {10.1145/2330784.2330825},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffAH12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffAH12b,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {On the impact of active covariance matrix adaptation in the {CMA-ES}
with mirrored mutations and small initial population size on the noiseless
{BBOB} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {291--296},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330826},
doi = {10.1145/2330784.2330826},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffAH12b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ArnoldH12,
author = {Dirk V. Arnold and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {A {(1+1)-CMA-ES} for constrained optimisation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {297--304},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330207},
doi = {10.1145/2330163.2330207},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ArnoldH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrockhoffAH12c,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {Comparing mirrored mutations and active covariance matrix adaptation
in the {IPOP-CMA-ES} on the noiseless {BBOB} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {297--304},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330827},
doi = {10.1145/2330784.2330827},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrockhoffAH12c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH12,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Terence Soule and
Jason H. Moore},
title = {Tutorial {CMA-ES:} evolution strategies and covariance matrix adaptation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {827--848},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330919},
doi = {10.1145/2330784.2330919},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/AkimotoAH12,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {Convergence of the Continuous Time Trajectories of Isotropic Evolution
Strategies on Monotonic {\textdollar}{\textbackslash}mathcal C{\^{}}2{\textdollar}
-composite Functions},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {42--51},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_5},
doi = {10.1007/978-3-642-32937-1\_5},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/AkimotoAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ChotardAH12,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {Cumulative Step-Size Adaptation on Linear Functions},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {72--81},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_8},
doi = {10.1007/978-3-642-32937-1\_8},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ChotardAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1208,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
title = {Cumulative Step-size Adaptation on Linear Functions},
journal = {CoRR},
volume = {abs/1206.1208},
year = {2012},
url = {http://arxiv.org/abs/1206.1208},
eprinttype = {arXiv},
eprint = {1206.1208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4968,
author = {Youhei Akimoto and
Anne Auger and
Nikolaus Hansen},
title = {Convergence of the Continuous Time Trajectories of Isotropic Evolution
Strategies on Monotonic C{\^{}}2-composite Functions},
journal = {CoRR},
volume = {abs/1206.4968},
year = {2012},
url = {http://arxiv.org/abs/1206.4968},
eprinttype = {arXiv},
eprint = {1206.4968},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0139,
author = {Alexandre Adrien Chotard and
Anne Auger and
Nikolaus Hansen},
title = {Cumulative Step-size Adaptation on Linear Functions},
journal = {CoRR},
volume = {abs/1212.0139},
year = {2012},
url = {http://arxiv.org/abs/1212.0139},
eprinttype = {arXiv},
eprint = {1212.0139},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/JebaliaAH11,
author = {Mohamed Jebalia and
Anne Auger and
Nikolaus Hansen},
title = {Log-Linear Convergence and Divergence of~the~Scale-Invariant {(1+1)-ES}
in Noisy Environments},
journal = {Algorithmica},
volume = {59},
number = {3},
pages = {425--460},
year = {2011},
url = {https://doi.org/10.1007/s00453-010-9403-3},
doi = {10.1007/S00453-010-9403-3},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithmica/JebaliaAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HansenRMSA11,
author = {Nikolaus Hansen and
Raymond Ros and
Nikolas Mauny and
Marc Schoenauer and
Anne Auger},
title = {Impacts of invariance in search: When {CMA-ES} and {PSO} face ill-conditioned
and non-separable problems},
journal = {Appl. Soft Comput.},
volume = {11},
number = {8},
pages = {5755--5769},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2011.03.001},
doi = {10.1016/J.ASOC.2011.03.001},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/HansenRMSA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/AugerBH11,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Hans{-}Georg Beyer and
William B. Langdon},
title = {Analyzing the impact of mirrored sampling and sequential selection
in elitist evolution strategies},
booktitle = {Foundations of Genetic Algorithms, 11th International Workshop, {FOGA}
2011, Schwarzenberg, Austria, January 5-8, 2011, Proceedings},
pages = {127--138},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1967654.1967666},
doi = {10.1145/1967654.1967666},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foga/AugerBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH11,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Mirrored sampling in evolution strategies with weighted recombination},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {861--868},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001694},
doi = {10.1145/2001576.2001694},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenA11,
author = {Nikolaus Hansen and
Anne Auger},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {{CMA-ES:} evolution strategies and covariance matrix adaptation},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {991--1010},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002123},
doi = {10.1145/2001858.2002123},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/11/AugerH11,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Anne Auger and
Benjamin Doerr},
title = {Theory of Evolution Strategies: {A} New Perspective},
booktitle = {Theory of Randomized Search Heuristics: Foundations and Recent Developments},
series = {Series on Theoretical Computer Science},
volume = {1},
pages = {289--325},
publisher = {World Scientific},
year = {2011},
url = {https://doi.org/10.1142/9789814282673\_0010},
doi = {10.1142/9789814282673\_0010},
timestamp = {Tue, 23 Jul 2019 13:35:23 +0200},
biburl = {https://dblp.org/rec/books/ws/11/AugerH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4181,
author = {Nikolaus Hansen},
title = {Injecting External Solutions Into {CMA-ES}},
journal = {CoRR},
volume = {abs/1110.4181},
year = {2011},
url = {http://arxiv.org/abs/1110.4181},
eprinttype = {arXiv},
eprint = {1110.4181},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-4181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ArnoldH10,
author = {Dirk V. Arnold and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Active covariance matrix adaptation for the {(1+1)-CMA-ES}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {385--392},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830556},
doi = {10.1145/1830483.1830556},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ArnoldH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VossHI10,
author = {Thomas Vo{\ss} and
Nikolaus Hansen and
Christian Igel},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Improved step size adaptation for the {MO-CMA-ES}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {487--494},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830573},
doi = {10.1145/1830483.1830573},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/VossHI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenR10,
author = {Nikolaus Hansen and
Raymond Ros},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Black-box optimization benchmarking of {NEWUOA} compared to {BIPOP-CMA-ES:}
on the {BBOB} noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1519--1526},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830768},
doi = {10.1145/1830761.1830768},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Comparing the {(1+1)-CMA-ES} with a mirrored {(1+2)-CMA-ES} with sequential
selection on the noiseless {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1543--1550},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830771},
doi = {10.1145/1830761.1830771},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10a,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless {BBOB-2010}
testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1551--1558},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830772},
doi = {10.1145/1830761.1830772},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10b,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless {BBOB-2010}
testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1559--1566},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830773},
doi = {10.1145/1830761.1830773},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10c,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Mirrored variants of the (1, 2)-CMA-ES compared on the noisy {BBOB-2010}
testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1575--1582},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830775},
doi = {10.1145/1830761.1830775},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10d,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Mirrored variants of the (1, 4)-CMA-ES compared on the noisy {BBOB-2010}
testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1583--1590},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830776},
doi = {10.1145/1830761.1830776},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10e,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Investigating the impact of sequential selection in the (1, 2)-CMA-ES
on the noiseless {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1591--1596},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830777},
doi = {10.1145/1830761.1830777},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10f,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Investigating the impact of sequential selection in the (1, 4)-CMA-ES
on the noiseless {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1597--1604},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830778},
doi = {10.1145/1830761.1830778},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10g,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Investigating the impact of sequential selection in the (1, 2)-CMA-ES
on the noisy {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1605--1610},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830779},
doi = {10.1145/1830761.1830779},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10h,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Investigating the impact of sequential selection in the (1, 4)-CMA-ES
on the noisy {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1611--1616},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830780},
doi = {10.1145/1830761.1830780},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10i,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential
selection on the noiseless {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1617--1624},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830781},
doi = {10.1145/1830761.1830781},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerBH10j,
author = {Anne Auger and
Dimo Brockhoff and
Nikolaus Hansen},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential
selection on the noisy {BBOB-2010} testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1625--1632},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830782},
doi = {10.1145/1830761.1830782},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AugerBH10j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenR10a,
author = {Nikolaus Hansen and
Raymond Ros},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Benchmarking a weighted negative covariance matrix update on the {BBOB-2010}
noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1673--1680},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830788},
doi = {10.1145/1830761.1830788},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenR10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenR10b,
author = {Nikolaus Hansen and
Raymond Ros},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Benchmarking a weighted negative covariance matrix update on the {BBOB-2010}
noisy testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1681--1688},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830789},
doi = {10.1145/1830761.1830789},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenR10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HansenARFP10,
author = {Nikolaus Hansen and
Anne Auger and
Raymond Ros and
Steffen Finck and
Petr Pos{\'{\i}}k},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Comparing results of 31 algorithms from the black-box optimization
benchmarking {BBOB-2009}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1689--1696},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830790},
doi = {10.1145/1830761.1830790},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HansenARFP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/BrockhoffAHAH10,
author = {Dimo Brockhoff and
Anne Auger and
Nikolaus Hansen and
Dirk V. Arnold and
Tim Hohm},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Mirrored Sampling and Sequential Selection for Evolution Strategies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {11--21},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_2},
doi = {10.1007/978-3-642-15844-5\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/BrockhoffAHAH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-5631,
author = {Anne Auger and
Nikolaus Hansen and
Jorge M. Perez Zerpa and
Raymond Ros and
Marc Schoenauer},
title = {Experimental Comparisons of Derivative Free Optimization Algorithms},
journal = {CoRR},
volume = {abs/1005.5631},
year = {2010},
url = {http://arxiv.org/abs/1005.5631},
eprinttype = {arXiv},
eprint = {1005.5631},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-5631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuttorpHI09,
author = {Thorsten Suttorp and
Nikolaus Hansen and
Christian Igel},
title = {Efficient covariance matrix update for variable metric evolution strategies},
journal = {Mach. Learn.},
volume = {75},
number = {2},
pages = {167--197},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5102-1},
doi = {10.1007/S10994-009-5102-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SuttorpHI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HansenNGK09,
author = {Nikolaus Hansen and
Andr{\'{e}} S. P. Niederberger and
Lino Guzzella and
Petros Koumoutsakos},
title = {A Method for Handling Uncertainty in Evolutionary Optimization With
an Application to Feedback Control of Combustion},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {13},
number = {1},
pages = {180--197},
year = {2009},
url = {https://doi.org/10.1109/TEVC.2008.924423},
doi = {10.1109/TEVC.2008.924423},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HansenNGK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/VossHI09,
author = {Thomas Vo{\ss} and
Nikolaus Hansen and
Christian Igel},
editor = {Matthias Ehrgott and
Carlos M. Fonseca and
Xavier Gandibleux and
Jin{-}Kao Hao and
Marc Sevaux},
title = {Recombination for Learning Strategy Parameters in the {MO-CMA-ES}},
booktitle = {Evolutionary Multi-Criterion Optimization, 5th International Conference,
{EMO} 2009, Nantes, France, April 7-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5467},
pages = {155--168},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01020-0\_16},
doi = {10.1007/978-3-642-01020-0\_16},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/VossHI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen09,
author = {Nikolaus Hansen},
editor = {Franz Rothlauf},
title = {Benchmarking a BI-population {CMA-ES} on the {BBOB-2009} function
testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2389--2396},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570333},
doi = {10.1145/1570256.1570333},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Hansen09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen09a,
author = {Nikolaus Hansen},
editor = {Franz Rothlauf},
title = {Benchmarking a BI-population {CMA-ES} on the {BBOB-2009} noisy testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2397--2402},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570334},
doi = {10.1145/1570256.1570334},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Hansen09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Hansen09b,
author = {Nikolaus Hansen},
editor = {Franz Rothlauf},
title = {Benchmarking the nelder-mead downhill simplex algorithm with many
local restarts},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2403--2408},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570335},
doi = {10.1145/1570256.1570335},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Hansen09b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH09,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Franz Rothlauf},
title = {Benchmarking the {(1+1)-CMA-ES} on the {BBOB-2009} function testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2459--2466},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570344},
doi = {10.1145/1570256.1570344},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AugerH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH09a,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Franz Rothlauf},
title = {Benchmarking the {(1+1)-CMA-ES} on the {BBOB-2009} noisy testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2467--2472},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570345},
doi = {10.1145/1570256.1570345},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AugerH09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wea/AugerHZRS09,
author = {Anne Auger and
Nikolaus Hansen and
Jorge M. Perez Zerpa and
Raymond Ros and
Marc Schoenauer},
editor = {Jan Vahrenhold},
title = {Experimental Comparisons of Derivative Free Optimization Algorithms},
booktitle = {Experimental Algorithms, 8th International Symposium, {SEA} 2009,
Dortmund, Germany, June 4-6, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5526},
pages = {3--15},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02011-7\_3},
doi = {10.1007/978-3-642-02011-7\_3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wea/AugerHZRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH08,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Evolution strategies and related estimation of distribution algorithms},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008, Companion Material},
pages = {2727--2740},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1388969.1389076},
doi = {10.1145/1388969.1389076},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AugerH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Hansen08,
author = {Nikolaus Hansen},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Adaptive Encoding: How to Render Search Coordinate System Invariant},
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 = {205--214},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_21},
doi = {10.1007/978-3-540-87700-4\_21},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/Hansen08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/RosH08,
author = {Raymond Ros and
Nikolaus Hansen},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {A Simple Modification in {CMA-ES} Achieving Linear Time and Space
Complexity},
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 = {296--305},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_30},
doi = {10.1007/978-3-540-87700-4\_30},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/RosH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0805-0231,
author = {Nikolaus Hansen},
title = {{CMA-ES} with Two-Point Step-Size Adaptation},
journal = {CoRR},
volume = {abs/0805.0231},
year = {2008},
url = {http://arxiv.org/abs/0805.0231},
eprinttype = {arXiv},
eprint = {0805.0231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0805-0231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/IgelHR07,
author = {Christian Igel and
Nikolaus Hansen and
Stefan Roth},
title = {Covariance Matrix Adaptation for Multi-objective Optimization},
journal = {Evol. Comput.},
volume = {15},
number = {1},
pages = {1--28},
year = {2007},
url = {https://doi.org/10.1162/evco.2007.15.1.1},
doi = {10.1162/EVCO.2007.15.1.1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/IgelHR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/IgelSH06,
author = {Christian Igel and
Thorsten Suttorp and
Nikolaus Hansen},
editor = {Shigeru Obayashi and
Kalyanmoy Deb and
Carlo Poloni and
Tomoyuki Hiroyasu and
Tadahiko Murata},
title = {Steady-State Selection and Efficient Covariance Matrix Update in the
Multi-objective {CMA-ES}},
booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference,
{EMO} 2007, Matsushima, Japan, March 5-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4403},
pages = {171--185},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-70928-2\_16},
doi = {10.1007/978-3-540-70928-2\_16},
timestamp = {Thu, 30 Jun 2022 16:13:16 +0200},
biburl = {https://dblp.org/rec/conf/emo/IgelSH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cphysics/GlassOH06,
author = {Colin W. Glass and
Artem R. Oganov and
Nikolaus Hansen},
title = {{USPEX} - Evolutionary crystal structure prediction},
journal = {Comput. Phys. Commun.},
volume = {175},
number = {11-12},
pages = {713--720},
year = {2006},
url = {https://doi.org/10.1016/j.cpc.2006.07.020},
doi = {10.1016/J.CPC.2006.07.020},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cphysics/GlassOH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/Hansen06,
author = {Nikolaus Hansen},
title = {An Analysis of Mutative sigma-Self-Adaptation on Linear Fitness Functions},
journal = {Evol. Comput.},
volume = {14},
number = {3},
pages = {255--275},
year = {2006},
url = {https://doi.org/10.1162/evco.2006.14.3.255},
doi = {10.1162/EVCO.2006.14.3.255},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/Hansen06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AugerH06,
author = {Anne Auger and
Nikolaus Hansen},
editor = {Mike Cattolico},
title = {Reconsidering the progress rate theory for evolution strategies in
finite dimensions},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {445--452},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144081},
doi = {10.1145/1143997.1144081},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AugerH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/IgelSH06,
author = {Christian Igel and
Thorsten Suttorp and
Nikolaus Hansen},
editor = {Mike Cattolico},
title = {A computational efficient covariance matrix update and a {(1+1)-CMA}
for evolution strategies},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {453--460},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144082},
doi = {10.1145/1143997.1144082},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/IgelSH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HansenGAK06,
author = {Nikolaus Hansen and
Fabian Gemperle and
Anne Auger and
Petros Koumoutsakos},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {When Do Heavy-Tail Distributions Help?},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {62--71},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_7},
doi = {10.1007/11844297\_7},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HansenGAK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/KernHK06,
author = {Stefan Kern and
Nikolaus Hansen and
Petros Koumoutsakos},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {Local Meta-models for Optimization Using Evolution Strategies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {939--948},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_95},
doi = {10.1007/11844297\_95},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/KernHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/Hansen06,
author = {Nikolaus Hansen},
editor = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Endika Bengoetxea},
title = {The {CMA} Evolution Strategy: {A} Comparing Review},
booktitle = {Towards a New Evolutionary Computation - Advances in the Estimation
of Distribution Algorithms},
series = {Studies in Fuzziness and Soft Computing},
volume = {192},
pages = {75--102},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-32494-1\_4},
doi = {10.1007/3-540-32494-1\_4},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/books/sp/06/Hansen06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AugerH05,
author = {Anne Auger and
Nikolaus Hansen},
title = {A restart {CMA} evolution strategy with increasing population size},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {1769--1776},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554902},
doi = {10.1109/CEC.2005.1554902},
timestamp = {Thu, 16 Dec 2021 13:59:05 +0100},
biburl = {https://dblp.org/rec/conf/cec/AugerH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AugerH05a,
author = {Anne Auger and
Nikolaus Hansen},
title = {Performance evaluation of an advanced local search evolutionary algorithm},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {1777--1784},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554903},
doi = {10.1109/CEC.2005.1554903},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/AugerH05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/KernMHBOK04,
author = {Stefan Kern and
Sibylle D. M{\"{u}}ller and
Nikolaus Hansen and
Dirk B{\"{u}}che and
Jiri Ocenasek and
Petros Koumoutsakos},
title = {Learning probability distributions in continuous evolutionary algorithms
- a comparative review},
journal = {Nat. Comput.},
volume = {3},
number = {1},
pages = {77--112},
year = {2004},
url = {https://doi.org/10.1023/B:NACO.0000023416.59689.4e},
doi = {10.1023/B:NACO.0000023416.59689.4E},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/KernMHBOK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/KernMHBOK04a,
author = {Stefan Kern and
Sibylle D. M{\"{u}}ller and
Nikolaus Hansen and
Dirk B{\"{u}}che and
Jiri Ocenasek and
Petros Koumoutsakos},
title = {Learning Probability Distributions in Continuous Evolutionary Algorithms
- a Comparative Review},
journal = {Nat. Comput.},
volume = {3},
number = {3},
pages = {355--356},
year = {2004},
url = {https://doi.org/10.1023/B:NACO.0000036904.41423.1c},
doi = {10.1023/B:NACO.0000036904.41423.1C},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/KernMHBOK04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HansenK04,
author = {Nikolaus Hansen and
Stefan Kern},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Evaluating the {CMA} Evolution Strategy on Multimodal Test Functions},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {282--291},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_29},
doi = {10.1007/978-3-540-30217-9\_29},
timestamp = {Wed, 28 Jun 2023 16:19:43 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HansenK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/OcenasekKHK04,
author = {Jiri Ocenasek and
Stefan Kern and
Nikolaus Hansen and
Petros Koumoutsakos},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {A Mixed Bayesian Optimization Algorithm with Variance Adaptation},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {352--361},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_36},
doi = {10.1007/978-3-540-30217-9\_36},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/OcenasekKHK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/HansenMK03,
author = {Nikolaus Hansen and
Sibylle D. M{\"{u}}ller and
Petros Koumoutsakos},
title = {Reducing the Time Complexity of the Derandomized Evolution Strategy
with Covariance Matrix Adaptation {(CMA-ES)}},
journal = {Evol. Comput.},
volume = {11},
number = {1},
pages = {1--18},
year = {2003},
url = {https://doi.org/10.1162/106365603321828970},
doi = {10.1162/106365603321828970},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/HansenMK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/MullerHK02,
author = {Sibylle D. M{\"{u}}ller and
Nikolaus Hansen and
Petros Koumoutsakos},
editor = {Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Panagiotis Adamidis and
Hans{-}Georg Beyer and
Jos{\'{e}} Luis Fern{\'{a}}ndez{-}Villaca{\~{n}}as Mart{\'{\i}}n and
Hans{-}Paul Schwefel},
title = {Increasing the Serial and the Parallel Performance of the CMA-Evolution
Strategy with Large Populations},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VII, 7th International
Conference, Granada, Spain, September 7-11, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2439},
pages = {422--431},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45712-7\_41},
doi = {10.1007/3-540-45712-7\_41},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/MullerHK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/HansenO01,
author = {Nikolaus Hansen and
Andreas Ostermeier},
title = {Completely Derandomized Self-Adaptation in Evolution Strategies},
journal = {Evol. Comput.},
volume = {9},
number = {2},
pages = {159--195},
year = {2001},
url = {https://doi.org/10.1162/106365601750190398},
doi = {10.1162/106365601750190398},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/HansenO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Hansen00,
author = {Nikolaus Hansen},
editor = {Marc Schoenauer and
Kalyanmoy Deb and
G{\"{u}}nter Rudolph and
Xin Yao and
Evelyne Lutton and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Hans{-}Paul Schwefel},
title = {Invariance, Self-Adaptation and Correlated Mutations and Evolution
Strategies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VI, 6th International
Conference, Paris, France, September 18-20, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1917},
pages = {355--364},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45356-3\_35},
doi = {10.1007/3-540-45356-3\_35},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/Hansen00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0019065,
author = {Nikolaus Hansen},
title = {Verallgemeinerte individuelle Schrittweitenregelung in der Evolutionsstrategie
- eine Untersuchung zur entstochastisierten, koordinatensystemunabh{\"{a}}ngigen
Adaptation der Mutationsverteilung},
publisher = {Mensch und Buch},
year = {1998},
isbn = {978-3-933346-29-2},
timestamp = {Fri, 15 Apr 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0019065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icec/HansenO96,
author = {Nikolaus Hansen and
Andreas Ostermeier},
editor = {Toshio Fukuda and
Takeshi Furuhashi},
title = {Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies:
The Covariance Matrix Adaptation},
booktitle = {Proceedings of 1996 {IEEE} International Conference on Evolutionary
Computation, Nayoya University, Japan, May 20-22, 1996},
pages = {312--317},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICEC.1996.542381},
doi = {10.1109/ICEC.1996.542381},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icec/HansenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icga/HansenOG95,
author = {Nikolaus Hansen and
Andreas Ostermeier and
Andreas Gawelczyk},
editor = {Larry J. Eshelman},
title = {On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution
Strategies: The Generating Set Adaptation},
booktitle = {Proceedings of the 6th International Conference on Genetic Algorithms,
Pittsburgh, PA, USA, July 15-19, 1995},
pages = {57--64},
publisher = {Morgan Kaufmann},
year = {1995},
timestamp = {Wed, 04 Sep 2002 07:28:28 +0200},
biburl = {https://dblp.org/rec/conf/icga/HansenOG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/OstermeierGH94,
author = {Andreas Ostermeier and
Andreas Gawelczyk and
Nikolaus Hansen},
title = {A Derandomized Approach to Self Adaptation of Evolution Strategies},
journal = {Evol. Comput.},
volume = {2},
number = {4},
pages = {369--380},
year = {1994},
url = {https://doi.org/10.1162/evco.1994.2.4.369},
doi = {10.1162/EVCO.1994.2.4.369},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/OstermeierGH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/OstermeierGH94,
author = {Andreas Ostermeier and
Andreas Gawelczyk and
Nikolaus Hansen},
editor = {Yuval Davidor and
Hans{-}Paul Schwefel and
Reinhard M{\"{a}}nner},
title = {Step-Size Adaption Based on Non-Local Use of Selection Information},
booktitle = {Parallel Problem Solving from Nature - {PPSN} III, International Conference
on Evolutionary Computation. The Third Conference on Parallel Problem
Solving from Nature, Jerusalem, Israel, October 9-14, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {866},
pages = {189--198},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-58484-6\_263},
doi = {10.1007/3-540-58484-6\_263},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/OstermeierGH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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