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Algorithm data sets for the bbob-biobj test suite


In the table below, you will find all official algorithm data sets on the bbob-biobj test suite, together with their year of publication, the authors, and related PDFs for each data set. Links to the source code to run the corresponding experiments/algorithms are provided whenever available.

To sort the table, simply click on the table header of the corresponding column.

Number Algorithm Name Year Author(s) link to data related PDFs, source code, and remarks
biobj-000 DEMO 2016 Tušar and Filipič data slides
biobj-001 HMO-CMA-ES 2016 Loshchilov and Glasmachers data pdf
biobj-002 MAT-DIRECT 2016 Al-Dujaili and Sundaram data slides
biobj-003 MAT-SMS 2016 Al-Dujaili and Sundaram data slides
biobj-004 MO-DIRECT-HV-Rank 2016 Wong et al. data pdf
biobj-005 MO-DIRECT-ND 2016 Wong et al. data pdf
biobj-006 MO-DIRECT-Rank 2016 Wong et al. data pdf
biobj-007 NSGA-II-MATLAB 2016 Auger et al. data pdf
biobj-008 RANDOMSEARCH-4 2016 Auger et al. data pdf
biobj-009 RANDOMSEARCH-5 2016 Auger et al. data pdf, comparison pdf
biobj-010 RANDOMSEARCH-100 2016 Auger et al. data pdf
biobj-011 RM-MEDA 2016 Auger et al. data pdf
biobj-012 SMS-EMOA-DE 2016 Auger et al. data pdf
biobj-013 SMS-EMOA-PM 2016 Auger et al. data pdf
biobj-014 UP-MO-CMA-ES 2016 Krause et al. data pdf
biobj-015 SMS-EMOA-SA 2017 Wessing data doi, link to paper
biobj-016 COMO-1e3 2019 Dufossé and Touré data BBOB-2019 paper
biobj-017 COMO-3 2019 Dufossé and Touré data BBOB-2019 paper
biobj-018 COMO-10 2019 Dufossé and Touré data BBOB-2019 paper
biobj-019 COMO-32 2019 Dufossé and Touré data BBOB-2019 paper
biobj-020 COMO-100 2019 Dufossé and Touré data BBOB-2019 paper
biobj-021 COMO-316 2019 Dufossé and Touré data BBOB-2019 paper
biobj-022 GDE3-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-023 IBEA-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-024 MO-CMA-ES-10 2019 Dufossé and Touré data BBOB-2019 paper
biobj-025 MO-CMA-ES-32 2019 Dufossé and Touré data BBOB-2019 paper
biobj-026 MO-CMA-ES-100 2019 Dufossé and Touré data BBOB-2019 paper
biobj-027 MOEAD-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-028 N-III-11-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-029 N-III-111-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-030 NSGA-II-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-031 SPEA2-platypus 2019 Brockhoff and Tušar data BBOB-2019 paper
biobj-032 DMS 2021 Brockhoff et al. data BBOB-2021 paper
biobj-033 MultiGLODS 2021 Brockhoff et al. data BBOB-2021 paper