In the mid-term, Inria's GForge servers will be shut down and this webpage will only serve as a historical reference until then. For the up-to-date webpage, please go to https://numbbo.github.io/data-archive/bbob/
The following table lists all algorithm data sets related to the noiseless bbob test suite as collected during the BBOB workshops and special sessions in the years 2009 till 2019. In order to sort the table according to some columns, please click on the corresponding table header. If available, the source codes of the algorithms can be downloaded by clicking on the link with the corresponding algorithm name in the second column.
| No | Algorithm (+Code) | Year | Author(s) | Data Noiseless | related PDFs and Remarks |
|---|---|---|---|---|---|
| 0 | ALPS | 2009 | Hornby | noiselessData | |
| 1 | AMALGAM | 2009 | Bosman et al. | noiselessData | PDFnoiseless PDFnoisy |
| 2 | BAYEDA | 2009 | Gallagher | noiselessData | PDFnoiseless PDFnoisy |
| 3 | BFGS | 2009 | Ros | noiselessData | PDFnoiseless PDFnoisy |
| 4 | BIPOP-CMA-ES | 2009 | Hansen | noiselessData | PDFnoiseless PDFnoisy |
| 5 | Cauchy-EDA | 2009 | Pošík | noiselessData | |
| 6 | CMA-ESPLUSSEL | 2009 | Auger and Hansen | noiselessData | PDFnoiseless PDFnoisy |
| 7 | DASA | 2009 | Korošec and Šilc | noiselessData | PDFnoiseless PDFnoisy |
| 8 | DE-PSO | 2009 | García-Nieto et al. | noiselessData | PDFnoiseless PDFnoisy |
| 9 | DIRECT | 2009 | Pošík | noiselessData | PDF algorithm is deterministic and thus, only run on each instance once |
| 10 | EDA-PSO | 2009 | El-Abd and Kamel | noiselessData | |
| 11 | FULLNEWUOA | 2009 | Ros | noiselessData | original 2009 noiseless paper original 2009 noisy paper 2010 comparison noiseless 2010 comparison noisy |
| 12 | G3PCX | 2009 | Pošík | noiselessData | |
| 13 | GA | 2009 | Nicolau | noiselessData | |
| 14 | GLOBAL | 2009 | Pál et al. | noiselessData | BBOB-2009 paper not available online corresponding ECJ Paper |
| 15 | iAMALGAM | 2009 | Bosman et al. | noiselessData | PDFnoiseless PDFnoisy |
| 16 | IPOP-SEP-CMA-ES | 2009 | Ros | noiselessData | PDFnoiseless PDFnoisy |
| 17 | LSfminbnd | 2009 | Pošík | noiselessData | |
| 18 | LSstep | 2009 | Pošík | noiselessData | |
| 19 | MA-LS-CHAIN | 2009 | Molina et al. | noiselessData | PDFnoiseless PDFnoisy |
| 20 | MCS | 2009 | Huyer and Neumaier | noiselessData | PDFNoiseless PDFnoisy |
| 21 | NELDERDOERR | 2009 | Doerr et al. | noiselessData | |
| 22 | NELDER | 2009 | Hansen | noiselessData | |
| 23 | NEWUOA | 2009 | Ros | noiselessData | original 2009 noiseless paper original 2009 noisy paper 2010 comparison with BIPOP-CMA-ES noiseless 2010 comparison noiseless 2010 comparison noisy noisy data under #59 (2010) |
| 24 | ONEFIFTH | 2009 | Auger | noiselessData | PDFnoiseless PDFnoisy |
| 25 | POEMS | 2009 | Kubalík | noiselessData | |
| 26 | PSO | 2009 | El-Abd and Kamel | noiselessData | |
| 27 | PSO_Bounds | 2009 | El-Abd and Kamel | noiselessData | |
| 28 | RANDOMSEARCH | 2009 | Auger and Ros | noiselessData | PDFnoiseless PDFnoisy |
| 29 | Rosenbrock | 2009 | Pošík | noiselessData | |
| 30 | VNS | 2009 | García-Martínez and Lozano | noiselessData | PDFnoiseless PDFnoisy |
| 31 | 1komma2 | 2010 | Auger et al. | noiselessData | cmp1komma2mirAnd1komma2mirser doi cmp1komma2mirAnd1komma2mirserNoisy cmp1komma2ser cmp1komma2serNoisy |
| 32 | 1komma2mir | 2010 | Auger et al. | noiselessData | cmp1komma2And1komma2mirser doi cmp1komma2And1komma2mirserNoisy |
| 33 | 1komma2mirser | 2010 | Auger et al. | noiselessData | cmp1komma2And1komma2mir doi cmp1komma2And1komma2mirNoisy |
| 34 | 1komma2ser | 2010 | Auger et al. | noiselessData | cmp1komma2 cmp1komma2Noisy |
| 35 | 1komma4 | 2010 | Auger et al. | noiselessData | cmp1komma4serNoisy doi the other three papers are not linked to at the moment |
| 36 | 1komma4mir | 2010 | Auger et al. | noiselessData | cmp1komma4And1komma4mirser cmp1komma4And1komma4mirserNoisy |
| 37 | 1komma4mirser | 2010 | Auger et al. | noiselessData | PDFnoiseless PDFnoisy cmp1komma4And1komma4mir cmp1komma4And1komma4mirNoisy |
| 38 | 1komma4ser | 2010 | Auger et al. | noiselessData | cmp1komma4 cmp1komma4Noisy doi |
| 39 | 1plus1 | 2010 | Auger et al. | noiselessData | cmp1plus2mirser |
| 40 | 1plus2mirser | 2010 | Auger et al. | noiselessData | cmp1plus1 |
| 41 | ABC | 2010 | El-Abd | noiselessData | doi |
| 42 | AVGNEWUOA algname still NEWUOA | 2010 | Ros | noiselessData | mentioned in 2009 paper, data set submitted in 2009, but data presented only in 2010 cmpNEWUOAFULLNEWUOnoiseless |
| 43 | CMAEGS | 2010 | Finck and Beyer | noiselessData | PDFnoiseless DOInoisy |
| 44 | DE-F-AUC | 2010 | Fialho et al. | noiselessData | cmpPM-AdapSS-DE |
| 45 | DEuniform | 2010 | Fialho et al. | noiselessData | cmpPM-AdapSS-DE |
| 46 | IPOP-ACTCMA-ES | 2010 | Hansen and Ros | noiselessData | cmpIPOP-CMA-ESNoiseless cmpIPOP-CMA-ESNoisy |
| 47 | IPOP-CMA-ES | 2010 | Hansen and Ros | noiselessData | cmpIPOP-ACTCMA-ESNoiseless cmpIPOP-ACTCMA-ESNoisy cmpBIPOP-CMA-ESNoiseless cmpBIPOP-CMA-ESNoisy |
| 48 | MOS | 2010 | LaTorre et al. | noiselessData | PDFnoiseless PDFnoisy |
| 49 | NBC-CMA | 2010 | Preuss | noiselessData | doi |
| 50 | PM-AdapSS-DE | 2010 | Fialho et al. | noiselessData | cmpUniformDE cmpDE-F-AUC |
| 51 | RCGA | 2010 | Tran and Jin | noiselessData | doi noiseless doi noisy |
| 52 | SPSA | 2010 | Finck and Beyer | noiselessData | PDFnoiseless PDFnoisy |
| 53 | oPOEMS | 2010 | Kubalík | noiselessData | doi cmppPOEMS |
| 54 | pPOEMS | 2010 | Kubalík | noiselessData | doi cmpoPOEMS |
| 55 | ACOR | 2012 | Liao et al | noiselessData | |
| 56 | BIPOPaCMA | 2012 | Loshchilov et al. | noiselessData | cmpNIPOPaCMA-BIPOPaCMA-NBIPOPaCM-IPOPaCMA |
| 57 | BIPOPsaACM | 2012 | Loshchilov et al. | noiselessData | cmpIPOPsaACM |
| 58 | CMA | 2012 | Brockhoff et al. | noiselessData | cmpCMAaAndCMAm |
| 59 | CMAa | 2012 | Brockhoff et al. | noiselessData | cmpCMAmaAndIPOP-ACTCMA-ES cmpCMAandCMAm |
| 60 | CMAm | 2012 | Brockhoff et al. | noiselessData | cmpCMAandCMAa |
| 61 | CMAma | 2012 | Brockhoff et al. | noiselessData | cmpCMAaAndIPOP-ACTCMA-ES cmpCMAmah |
| 62 | CMAmah | 2012 | Brockhoff et al. | noiselessData | cmpCMAma cmpCMAmh |
| 63 | CMAmh | 2012 | Brockhoff et al. | noiselessData | cmpCMAmah |
| 64 | CMAES | 2012 | Pošík and Klemš | noiselessData | cmpDEandDEAEandJADE |
| 65 | DBRCGA | 2012 | Chuang and Chen | noiselessData | |
| 66 | DE | 2012 | Pošík and Klemš | noiselessData | cmpDEAEandJADEandCMAES |
| 67 | DEAE | 2012 | Pošík and Klemš | noiselessData | cmpDEandJADEandCMAES |
| 68 | DEb | 2012 | Pošík and Klemš | noiselessData | cmpDEctpbAndDE-F-AUCAndJADEbANDJADEctpb |
| 69 | DEctpb | 2012 | Pošík and Klemš | noiselessData | cmpDEbAndDE-F-AUCAndJADEbANDJADEctpb |
| 70 | DE-AUTO | 2012 | Voglis et al. | noiselessData | |
| 71 | DE-BFGS | 2012 | Voglis et al. | noiselessData | PDF cmpPSO-BFGS |
| 72 | DE-ROLL | 2012 | Voglis et al. | noiselessData | |
| 73 | DE-SIMPLEX | 2012 | Voglis et al. | noiselessData | |
| 74 | IPOPsaACM | 2012 | Loshchilov et al. | noiselessData | cmpBIPOPsaACM cmpIPOP-ACTCMA-ESNoisy |
| 75 | JADE | 2012 | Pošík and Klemš | noiselessData | cmpDEandDEAEandCMAES |
| 76 | JADEb | 2012 | Pošík and Klemš | noiselessData | cmpDEbAndDEctpbAndDE-F-AUCAndJADEctpb |
| 77 | JADEctpb | 2012 | Pošík and Klemš | noiselessData | cmpDEbAndDEctpbAndDE-F-AUCAndJADEb |
| 78 | MVDE | 2012 | Veloso de Melo | noiselessData | |
| 79 | NBIPOPaCMA | 2012 | Loshchilov et al. | noiselessData | cmpNIPOPaCMA |
| 80 | NIPOPaCMA | 2012 | Loshchilov et al. | noiselessData | cmpNBIPOPaCMA |
| 81 | PSO-BFGS | 2012 | Voglis et al. | noiselessData | cmpDE-BFGS |
| 82 | SNES | 2012 | Schaul | noiselessData | |
| 83 | xNES | 2012 | Schaul | noiselessData | PDF cmpxNESas |
| 84 | xNESas | 2012 | Schaul | noiselessData | PDF cmpxNES cmpBIPOP-CMA-ES |
| 85 | BIPOP-saACM-k | 2013 | Loshchilov et al. | noiselessData BBOB2010 instances | cmpLoshchilov |
| 86 | BIPOP-aCMA-STEP | 2013 | Loshchilov et al. | noiselessData BBOB2010 instances | cmpLoshchilov |
| 87 | CGA-grid16 | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 88 | CGA-grid100 | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 89 | CGA-ring16 | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 90 | CGA-ring100 | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 91 | CMAES_Hutter | 2013 | Hutter et al. | noiselessData | cmpHutter |
| 92 | DE_Pal | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalBenchmarking |
| 93 | fmincon | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalComparison |
| 94 | fminunc | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalComparison |
| 95 | GA-100 | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 96 | HCMA | 2013 | Loshchilov et al. | noiselessData BBOB2010 instances | cmpLoshchilov |
| 97 | HILL | 2013 | Holtschulte and Moses | noiselessData | cmpHoltschulte |
| 98 | HMLSL | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalBenchmarking |
| 99 | IP | 2013 | Liao and Stützle | noiselessData BBOB2010 instances | cmpLiaoTesting cmpLiaoBounding |
| 100 | IP-10DDr | 2013 | Liao and Stützle | noiselessData BBOB2010 instances | cmpLiaoBounding |
| 101 | IP-500 | 2013 | Liao and Stützle | noiselessData BBOB2010 instances | cmpLiaoBounding |
| 102 | IPOP400D | 2013 | Auger et al. | noiselessData | Auger |
| 103 | lmm-CMA-ES | 2013 | Auger et al. | noiselessData | Auger |
| 104 | MEMPSODE | 2013 | Voglis | noiselessData | Voglis |
| 105 | MLSL | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalBenchmarking |
| 106 | OQNLP | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalComparison |
| 107 | P-DCN | 2013 | Tran et al. | noiselessData | cmpTran |
| 108 | P-zero | 2013 | Tran et al. | noiselessData | cmpTran |
| 109 | PRCGA | 2013 | Sawyerr et al. | noiselessData | Sawyerr |
| 110 | simplex | 2013 | Pàl | noiselessData BBOB2010 instances | cmpPalComparison |
| 111 | SMAC-BBOB | 2013 | Hutter et al. | noiselessData | cmpHutter |
| 112 | tany | 2013 | Liao and Stützle | noiselessData BBOB2010 instances | cmpLiaoTesting |
| 113 | texp | 2013 | Liao and Stützle | noiselessData BBOB2010 instances | cmpLiaoTesting |
| 114 | U-DCN | 2013 | Tran et al. | noiselessData | cmpTran |
| 115 | U-zero | 2013 | Tran et al. | noiselessData | cmpTran |
| 116 | BFGS-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 117 | CG-Fletcher-Reeves-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 118 | CMA-ES-python | 2014 | Baudiš | noiselessData | arXiv paper |
| 119 | EG50-cocopf | 2014 | Baudiš | noiselessData | arXiv paper |
| 120 | L-BFGS-B-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 121 | Nelder-Mead-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 122 | Powell-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 123 | SLSQP-scipy | 2014 | Baudiš | noiselessData | arXiv paper |
| 124 | UNIF-cocopf | 2014 | Baudiš | noiselessData | arXiv paper |
| 125 | MATSuMoToDefault-50D | 2015 | Brockhoff | noiselessData | CEC paper |
| 126 | R-DE-10e2 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 127 | R-DE-10e5 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 128 | R-SHADE-10e2 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 129 | R-SHADE-10e5 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 130 | RL-SHADE-10e2 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 131 | RL-SHADE-10e5 | 2015 | Tanabe and Fukunaga | noiselessData | CEC paper |
| 132 | SOO | 2015 | Derbel and Preux | noiselessData | CEC paper |
| 133 | BrentSTEPif | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 134 | BrentSTEPifeg | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 135 | BrentSTEPqi | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 136 | BrentSTEPrr | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 137 | CMA-CSA | 2015 | Atamna | noiselessData | GECCO paper |
| 138 | CMA-MSR | 2015 | Atamna | noiselessData | GECCO paper |
| 139 | CMA-TPA | 2015 | Atamna | noiselessData | GECCO paper |
| 140 141 | GP1-CMAES | 2015 | Bajer et al. | noiselessData 2013instances | doi slides Thanks to the authors, two data sets are available with the 2015 and the 2013 instances |
| 142 143 | GP5-CMAES | 2015 | Bajer et al. | noiselessData 2013instances | doi slides Thanks to the authors, two data sets are available with the 2015 and the 2013 instances |
| 144 145 | IPOPCMAv3p61 | 2015 | Bajer et al. | noiselessData 2013instances | doi slides Thanks to the authors, two data sets are available with the 2015 and the 2013 instances |
| 146 | LHD-10xDefault-MATSuMoTo | 2015 | Brockhoff et al. | noiselessData | GECCO paper |
| 147 | LHD-2xDefault-MATSuMoTo | 2015 | Brockhoff et al. | noiselessData | GECCO paper |
| 148 | RAND-2xDefault-MATSuMoTo | 2015 | Brockhoff et al. | noiselessData | GECCO paper |
| 149 150 | RF1-CMAES | 2015 | Bajer et al. | noiselessData 2013instances | doi slides Thanks to the authors, two data sets are available with the 2015 and the 2013 instances |
| 151 152 | RF5-CMAES | 2015 | Bajer et al. | noiselessData 2013instances | doi slides Thanks to the authors, two data sets are available with the 2015 and the 2013 instances |
| 153 | STEPif | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 154 | STEPifeg | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 155 | STEPrr | 2015 | Pošík and Baudiš | noiselessData | GECCO paper |
| 156 | PSAaLmC-CMA-ES | 2016 | Nishida and Akimoto | noiselessData | GECCO paper |
| 157 | PSAaLmD-CMA-ES | 2016 | Nishida and Akimoto | noiselessData | GECCO paper |
| 158 | PSAaSmC-CMA-ES | 2016 | Nishida and Akimoto | noiselessData | GECCO paper |
| 159 | PSAaSmD-CMA-ES | 2016 | Nishida and Akimoto | noiselessData | GECCO paper |
| 160 | CMAES-APOP | 2017 | Nguyen and Hansen | noiselessData | doi |
| 161 | DTS-CMA-ES | 2017 | Pitra et al. | noiselessData | doi slides |
| 162 | EvoSpace-PSO-GA | 2017 | García-Valdez and Merelo | noiselessData | doi |
| 163 | KL-BIPOP-CMA-ES | 2017 | Yamaguchi and Akimoto | noiselessData | GECCO paper slides |
| 164 | KL-IPOP-CMA-ES | 2017 | Yamaguchi and Akimoto | noiselessData | GECCO paper slides |
| 165 | KL-Restart-CMA-ES | 2017 | Yamaguchi and Akimoto | noiselessData | GECCO paper slides |
| 166 | Ord-H-DTS-CMA-ES | 2017 | Pitra et al. | noiselessData | doi slides |
| 167 | Ord-N-DTS-CMA-ES | 2017 | Pitra et al. | noiselessData | doi slides |
| 168 | Ord-Q-DTS-CMA-ES | 2017 | Pitra et al. | noiselessData | doi slides |
| 169 | SSEABC | 2017 | Aydin and Yavuz | noiselessData | doi slides |
| 170 | RANDOMSEARCH-4 | 2017 | Brockhoff | noiselessData | COCO baseline data without BBOB paper |
| 171 | RANDOMSEARCH-4p5 | 2017 | Brockhoff | noiselessData | COCO baseline data without BBOB paper |
| 172 | RANDOMSEARCH-5 | 2017 | Brockhoff | noiselessData | COCO baseline data without BBOB paper |
| 173 | BBDE | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 174 | BBDE-best | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 175 | BBDE-N | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 176 | BBDE-ttb | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 177 | BFGS-M-17 | 2018 | Blelly et al. | noiselessData | GECCO 2018 paper |
| 178 | BFGS-P-09 | 2018 | Blelly et al. | noiselessData | GECCO 2018 paper |
| 179 | BFGS-P-Instances | 2018 | Blelly et al. | noiselessData | GECCO 2018 paper |
| 180 | BFGS-P-range | 2018 | Blelly et al. | noiselessData | GECCO 2018 paper |
| 181 | BFGS-P-StPt | 2018 | Blelly et al. | noiselessData | GECCO 2018 paper |
| 182 | CMAES-APOP-Var1 | 2018 | Nguyen | noiselessData | GECCO 2018 paper |
| 183 | CMAES-APOP-Var2 | 2018 | Nguyen | noiselessData | GECCO 2018 paper |
| 184 | CMAES-APOP-Var3 | 2018 | Nguyen | noiselessData | GECCO 2018 paper |
| 185 | DE-best | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 186 | DE-rand | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 187 | DE-ttb | 2018 | Vodopija et al. | noiselessData | GECCO 2018 paper doi |
| 188 | PSA-CMA-ES | 2018 | Nishida and Akimoto | noiselessData | GECCO 2018 paper |
| 189 | PSA-CMA-ESwRS | 2018 | Nishida and Akimoto | noiselessData | GECCO 2018 paper |
| 190 | uBBDE | 2018 | Vodopija et al. | noiselessData | paper |
| 191 | uBBDE-best | 2018 | Vodopija et al. | noiselessData | paper |
| 192 | uBBDE-N | 2018 | Vodopija et al. | noiselessData | paper |
| 193 | uBBDE-ttb | 2018 | Vodopija et al. | noiselessData | paper |
| 194 | uDE-best | 2018 | Vodopija et al. | noiselessData | paper |
| 195 | uDE-rand | 2018 | Vodopija et al. | noiselessData | paper |
| 196 | uDE-ttb | 2018 | Vodopija et al. | noiselessData | paper |
| 197 | DTS-CMA-ES_005-2pop_v26_1model | 2018 | Bajer et al. | noiselessData | link to paper + details on the differences to #161 |
| 198 | Adaptive-Two-Mode | 2019 | Bodner | noiselessData | GECCO 2019 paper |
| 199 | BFGS-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 200 | CG-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 201 | COBYLA-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 202 | DE-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 203 | GNN-CMA-ES | 2019 | Faury et al. | noiselessData | GECCO 2019 paper |
| 204 | IPOP-CMA-ES-2019 | 2019 | Faury et al. | noiselessData | GECCO 2019 paper |
| 205 | L-BFGS-B-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 206 | Nelder-Mead-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 207 | Powell-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 208 | RS-0p5-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 209 | RS-0p5 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 210 | RS-1-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 211 | RS-1 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 212 | RS-2-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 213 | RS-2 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 214 | RS-3-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 215 | RS-3 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 216 | RS-4-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 217 | RS-5-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 218 | RS-6-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 219 | RS-6 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 220 | RS-10-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 221 | RS-10 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 222 | RS-20-initIn0 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 223 | RS-20 | 2019 | Brockhoff and Hansen | noiselessData | GECCO 2019 paper |
| 224 | SLSQP-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 225 | TNC-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 226 | adapt-Nelder-Mead-scipy | 2019 | Varelas and Dahito | noiselessData | GECCO 2019 paper |
| 227 | HE-ES | 2020 | Glasmachers and Krause | noiselessData | continuous submission: accompanying paper |
| 228 | CMA-ES-2019-gecco-surr | 2020 | Hansen | noiselessData | continuous submission: accompanying paper |
| 229 | lq-CMA-ES-2019-gecco-surr | 2020 | Hansen | noiselessData | continuous submission: accompanying paper |
| 230 | SLSQP-11-2019-gecco-surr | 2020 | Hansen | noiselessData | continuous submission: accompanying paper |
| 231 | SLSQP+lq-CMA-ES-2019-gecco-surr | 2020 | Hansen | noiselessData | continuous submission: accompanying paper |
