references.bib

@inproceedings{Auger2016nsgaii,
  author = {Auger, Anne and Brockhoff, Dimo and Hansen, Nikolaus and Tu{\v s}ar, Dejan and Tu{\v s}ar, Tea and Wagner, Tobias},
  title = {Benchmarking {MATLAB}'s Gamultiobj ({NSGA-II}) on the Bi-objective {BBOB-2016} Test Suite},
  booktitle = {Companion Proceedings of the Genetic and Evolutionary Computation Conference},
  series = {GECCO 2019},
  year = {2016},
  pages = {1233--1239},
  url = {http://doi.acm.org/10.1145/2908961.2931706},
  doi = {10.1145/2908961.2931706},
  publisher = {ACM}
}

@inproceedings{Auger2016smsemoa,
  author = {Auger, Anne and Brockhoff, Dimo and Hansen, Nikolaus and Tu{\v s}ar, Dejan and Tu{\v s}ar, Tea and Wagner, Tobias},
  title = {The Impact of Variation Operators on the Performance of {SMS-EMOA} on the Bi-objective {BBOB-2016} Test Suite},
  booktitle = {Companion Proceedings of the Genetic and Evolutionary Computation Conference},
  series = {GECCO 2019},
  year = {2016},
  pages = {1225--1232},
  url = {http://doi.acm.org/10.1145/2908961.2931705},
  doi = {10.1145/2908961.2931705},
  publisher = {ACM}
}

@techreport{bbob2019,
  author = {Finck, Steffen and Hansen, Nikolaus and Ros, Raymond and Auger, Anne},
  title = {Real-Parameter Black-Box Optimization Benchmarking 2009: Presentation of the Noiseless Functions},
  institution = {Research Center PPE},
  year = {2009},
  number = {2009/20},
  note = {Updated version as of February 2019},
  country = {Austria},
  url = {http://coco.gforge.inria.fr/downloads/download16.00/bbobdocfunctions.pdf}
}

@article{Beume2007,
  author = {Beume, Nicola and Naujoks, Boris and Emmerich, Michael T. M.},
  title = {{SMS-EMOA}: Multiobjective Selection Based on Dominated Hypervolume},
  journal = {European Journal of Operational Research},
  year = {2007},
  volume = {181},
  number = {3},
  pages = {1653--1669},
  url = {https://doi.org/10.1016/j.ejor.2006.08.008},
  doi = {10.1016/J.EJOR.2006.08.008}
}

@article{Brockhoff2022,
  author = {Brockhoff, Dimo and Auger, Anne and Hansen, Nikolaus and Tu{\v s}ar, Tea},
  title = {Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites},
  journal = {Evolutionary Computation},
  volume = {30},
  number = {2},
  pages = {165--193},
  year = {2022},
  month = {06},
  doi = {10.1162/evco_a_00298},
  url = {https://doi.org/10.1162/evco\_a\_00298}
}

@Article{Deb2002nsgaii,
  author = {Kalyanmoy Deb and Samir Agrawal and Amrit Pratap and T. Meyarivan},
  title = {A Fast and Elitist Multiobjective Genetic Algorithm: {NSGA-II}},
  journal = {IEEE Transactions on Evolutionary Computation},
  year = {2002},
  volume = {6},
  pages = {182--197},
  number = {2},
  url = {https://doi.org/10.1109/4235.996017},
  doi = {10.1109/4235.996017}
}

@inproceedings{Dufosse2019,
  author = {Dufoss{\'e}, Paul and Tour{\'e}, Cheikh},
  title = {Benchmarking {MO-CMA-ES} and {COMO-CMA-ES} on the Bi-objective bbob-biobj Testbed},
  booktitle = {Companion Proceedings of the Genetic and Evolutionary Computation Conference},
  series = {GECCO 2019},
  pages = {1920--1927},
  doi = {10.1145/3319619.3326892},
  url = {https://doi.org/10.1145/3319619.3326892},
  publisher = {ACM},
  year = {2019},
}


@article{Hansen2021coco,
  author = {Hansen, Nikolaus and Auger, Anne and Ros, Raymond and Mersmann, Olaf and Tu{\v s}ar, Tea and Brockhoff, Dimo},
  title = {{COCO}: A Platform for Comparing Continuous Optimizers in a Black-Box Setting},
  journal = {Optimization Methods and Software},
  doi = {10.1080/10556788.2020.1808977},
  url = {https://arxiv.org/abs/1603.08785},
  pages = {114--144},
  issue = {1},
  volume = {36},
  year = {2021}
}

@inproceedings{Fieldsend2019feature,
  title = {A feature rich distance-based many-objective visualisable test problem generator},
  author = {Fieldsend, Jonathan E. and Chugh, Tinkle and Allmendinger, Richard and Miettinen, Kaisa},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  series = {GECCO 2019},
  pages = {541--549},
  publisher = {ACM},
  doi = {10.1145/3321707.3321727},
  url = {https://doi.org/10.1145/3321707.3321727},
  year = {2019}
}

@phdthesis{Fonseca1995phd,
  title = {Multiobjective genetic algorithms with application to control engineering problems.},
  author = {Fonseca, Carlos M.},
  year = {1995},
  school = {University of Sheffield}
}

@inproceedings{Kerschke2017expedition,
  title = {An expedition to multimodal multi-objective optimization landscapes},
  author = {Kerschke, Pascal and Grimme, Christian},
  booktitle = {Evolutionary Multi-Criterion Optimization - 9th International Conference, {EMO} 2017},
  doi = {10.1007/978-3-319-54157-0\_23},
  url = {https://doi.org/10.1007/978-3-319-54157-0\_23},
  series = {Lecture Notes in Computer Science},
  volume = {10173},
  publisher = {Springer International Publishing},
  pages = {329--343},
  year = {2017}
}

@inproceedings{Toure2019uncrowded,
  title = {Uncrowded Hypervolume Improvement: {COMO-CMA-ES} and the {Sofomore} Framework},
  author = {Tour{\'e}, Cheikh and Hansen, Nikolaus and Auger, Anne and Brockhoff, Dimo},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  series = {GECCO 2019},
  pages = {638--646},
  url = {https://doi.org/10.1145/3321707.3321852},
  doi = {10.1145/3321707.3321852},
  year = {2019},
  publisher = {ACM}
}