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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.
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| Number | Algorithm Name | Year | Author(s) | link to data | related PDFs, source code, and remarks |
|---|---|---|---|---|---|
| biobj-000 | DEMO | 2016 | Tušar and Filipič | [data]({{ page.dataDir }}2016/DEMO_Tusar_bbob-biobj.tgz) | doi |
| biobj-001 | HMO-CMA-ES | 2016 | Loshchilov and Glasmachers | [data]({{ page.dataDir }}2016/HMO-CMA-ES_Loshchilov_bbob-biobj.tgz) | |
| biobj-002 | MAT-DIRECT | 2016 | Al-Dujaili and Sundaram | [data]({{ page.dataDir }}2016/MAT-DIRECT_Al-Dujaili_bbob-biobj.tgz) | doi |
| biobj-003 | MAT-SMS | 2016 | Al-Dujaili and Sundaram | [data]({{ page.dataDir }}2016/MAT-SMS_Al-Dujaili_bbob-biobj.tgz) | doi |
| biobj-004 | MO-DIRECT-HV-Rank | 2016 | Wong et al. | [data]({{ page.dataDir }}2016/MO-DIRECT-HV-Rank_Wong_bbob-biobj.tgz) | |
| biobj-005 | MO-DIRECT-ND | 2016 | Wong et al. | [data]({{ page.dataDir }}2016/MO-DIRECT-ND_Wong_bbob-biobj.tgz) | |
| biobj-006 | MO-DIRECT-Rank | 2016 | Wong et al. | [data]({{ page.dataDir }}2016/MO-DIRECT-Rank_Wong_bbob-biobj.tgz) | |
| biobj-007 | NSGA-II-MATLAB | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/NSGA-II-MATLAB_Auger_bbob-biobj.tgz) | |
| biobj-008 | RANDOMSEARCH-4 | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/RANDOMSEARCH-4_Auger_bbob-biobj.tgz) | |
| biobj-009 | RANDOMSEARCH-5 | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/RANDOMSEARCH-5_Auger_bbob-biobj.tgz) | pdf, comparison pdf |
| biobj-010 | RANDOMSEARCH-100 | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/RANDOMSEARCH-100_Auger_bbob-biobj.tgz) | |
| biobj-011 | RM-MEDA | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/RM-MEDA_Auger_bbob-biobj.tgz) | |
| biobj-012 | SMS-EMOA-DE | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/SMS-EMOA-DE_Auger_bbob-biobj.tgz) | |
| biobj-013 | SMS-EMOA-PM | 2016 | Auger et al. | [data]({{ page.dataDir }}2016/SMS-EMOA-PM_Auger_bbob-biobj.tgz) | |
| biobj-014 | UP-MO-CMA-ES | 2016 | Krause et al. | [data]({{ page.dataDir }}2016/UP-MO-CMA-ES_Krause_bbob-biobj.tgz) | |
| biobj-015 | SMS-EMOA-SA | 2017 | Wessing | [data]({{ page.dataDir }}2017/SMS-EMOA-SA_Wessing_bbob-biobj.tgz) | doi, link to paper |
| biobj-016 | COMO-1e3 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-1e3_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-017 | COMO-3 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-3_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-018 | COMO-10 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-10_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-019 | COMO-32 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-32_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-020 | COMO-100 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-100_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-021 | COMO-316 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/COMO-316_dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-022 | GDE3-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/GDE3-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-023 | IBEA-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/IBEA-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-024 | MO-CMA-ES-10 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/MO-CMA-ES-10-autoref_Dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-025 | MO-CMA-ES-32 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/MO-CMA-ES-32-autoref_Dufosse_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-026 | MO-CMA-ES-100 | 2019 | Dufossé and Touré | [data]({{ page.dataDir }}2019/MO-CMA-ES-100-autoref_Dufosse__bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-027 | MOEAD-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/MOEAD-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-028 | N-III-11-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/N-III-11-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-029 | N-III-111-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/N-III-111-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-030 | NSGA-II-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/NSGA-II-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-031 | SPEA2-platypus | 2019 | Brockhoff and Tušar | [data]({{ page.dataDir }}2019/SPEA2-platypus_Brockhoff_bbob-biobj.tgz) | BBOB-2019 paper |
| biobj-032 | DMS | 2021 | Brockhoff et al. | [data]({{ page.dataDir }}2021/DMS_Brockhoff_bbob-biobj.tgz) | BBOB-2021 paper |
| biobj-033 | MultiGLODS | 2021 | Brockhoff et al. | [data]({{ page.dataDir }}2021/MultiGLODS_Brockhoff_bbob-biobj.tgz) | BBOB-2021 paper |
| biobj-034 | K-RVEA | 2022 | Tanabe et al. | [data]({{ page.dataDir }}2022/K-RVEA_Tanabe.tgz) | continuous submission: Kriging-assisted reference vector guided evolutionary algorithm GECCO-2022 paper |
| biobj-035 | MOTPE | 2022 | Tanabe et al. | [data]({{ page.dataDir }}2022/MOTPE_Tanabe.tgz) | continuous submission: optuna implementation of the Multiobjective Tree Parzen Estimator GECCO-2022 paper |
| biobj-036 | TPB | 2022 | Tanabe et al. | [data]({{ page.dataDir }}2022/TPB_Tanabe.tgz) | continuous submission: two-phase algorithm with a Bézier simplex-based interpolation method GECCO-2022 paper |
| biobj-037 | Borg-adaptive | 2023 | Brockhoff et al. | [data]({{ page.dataDir }}2023/Borg-adaptive_Brockhoff.tgz) | Borg-MOEA with adaptive epsilon |
| biobj-038 | Borg-eps-1e-4 | 2023 | Brockhoff et al. | [data]({{ page.dataDir }}2023/Borg-eps-1e-4_Brockhoff.tgz) | Borg-MOEA with fixed epsilon (= 10**(-4)) |