Algorithm data sets for the bbob-noisy test suite
In the table below, you will find all official algorithm data sets on the bbob-noisy 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.
| Algorithm | Year | Author(s) | Dataset | Comment |
|---|---|---|---|---|
| ALPS | 2009 | Hornby | tgz | pdf noiseless |
| AMALGAM | 2009 | Bosman et al. | tgz | pdf noiseless - pdf noisy |
| BAYEDA | 2009 | Gallagher | tgz | pdf noiseless - pdf noisy |
| BFGS | 2009 | Ros | tgz | pdf noiseless - pdf noisy |
| BIPOP-CMA-ES | 2009 | Hansen | tgz | pdf noiseless - pdf noisy |
| CMA-ESPLUSSEL | 2009 | Auger and Hansen | tgz | pdf noiseless - pdf noisy |
| DASA | 2009 | Korošec and Šilc | tgz | pdf noiseless - pdf noisy |
| DE-PSO | 2009 | García-Nieto et al. | tgz | pdf noiseless - pdf noisy |
| EDA-PSO | 2009 | El-Abd and Kamel | tgz | |
| FULLNEWUOA | 2009 | Ros | tgz | original 2009 noiseless paper - original 2009 noisy paper - 2010 comparison noiseless - 2010 comparison noisy |
| GLOBAL | 2009 | Pál et al. | tgz | BBOB-2009 paper not available online - corresponding ECJ paper |
| iAMALGAM | 2009 | Bosman et al. | tgz | pdf noiseless - pdf noisy |
| IPOP-SEP-CMA-ES | 2009 | Ros | tgz | pdf noiseless - pdf noisy |
| MA-LS-CHAIN | 2009 | Molina et al. | tgz | pdf noiseless - pdf noisy |
| MCS | 2009 | Huyer and Neumaier | tgz | pdf noiseless - pdf noisy |
| ONEFIFTH | 2009 | Auger | tgz | pdf noiseless - pdf noisy |
| PSO | 2009 | El-Abd and Kamel | tgz | |
| PSO_Bounds | 2009 | El-Abd and Kamel | tgz | |
| RANDOMSEARCH | 2009 | Auger and Ros | tgz | pdf noiseless - pdf noisy |
| SNOBFIT | 2009 | Huyer and Neumaier | tgz | |
| VNS | 2009 | García-Martínez and Lozano | tgz | pdf noiseless - pdf noisy |
| 1komma2 | 2010 | Auger et al. | tgz | pdf cmp1komma2mirAnd1komma2mirser - doi - pdf cmp1komma2mirAnd1komma2mirserNoisy - pdf cmp1komma2ser - cmp1komma2serNoisy |
| 1komma2mir | 2010 | Auger et al. | tgz | pdf cmp1komma2And1komma2mirser - doi - pdf cmp1komma2And1komma2mirserNoisy |
| 1komma2mirser | 2010 | Auger et al. | tgz | pdf cmp1komma2And1komma2mir - doi - pdf cmp1komma2And1komma2mirNoisy |
| 1komma2ser | 2010 | Auger et al. | tgz | pdf cmp1komma2 - pdf cmp1komma2Noisy |
| 1komma4 | 2010 | Auger et al. | tgz | pdf cmp1komma4serNoisy - doi - the other three papers using the data set are not linked at the moment |
| 1komma4mir | 2010 | Auger et al. | tgz | pdf cmp1komma4And1komma4mirser - pdf cmp1komma4And1komma4mirserNoisy |
| 1komma4mirser | 2010 | Auger et al. | tgz | pdf noiseless - pdf noisy - pdf cmp1komma4And1komma4mir - pdf cmp1komma4And1komma4mirNoisy |
| 1komma4ser | 2010 | Auger et al. | tgz | pdf cmp1komma4 - pdf cmp1komma4Noisy - doi |
| AVGNEWUOA | 2010 | Ros | tgz | mentioned in 2009 paper, data set submitted in 2009, but data presented only in 2010 - cmpNEWUOAFULLNEWUOnoiseless - algname still NEWUOA |
| CMAEGS | 2010 | Finck and Beyer | tgz | pdf noiseless - doi noisy |
| IPOP-ACTCMA-ES | 2010 | Hansen and Ros | tgz | pdf cmpIPOP-CMA-ESNoiseless - pdf cmpIPOP-CMA-ESNoisy |
| IPOP-CMA-ES | 2010 | Hansen and Ros | tgz | pdf cmpIPOP-ACTCMA-ESNoiseless - pdf cmpIPOP-ACTCMA-ESNoisy - pdf cmpBIPOP-CMA-ESNoiseless - pdf cmpBIPOP-CMA-ESNoisy |
| MOS | 2010 | LaTorre et al. | tgz | pdf noiseless - pdf noisy |
| NEWUOA | 2010 | Hansen and Ros | tgz | |
| RCGA | 2010 | Tran and Jin | tgz | doi noiseless - doi noisy |
| SPSA | 2010 | Finck and Beyer | tgz | pdf noiseless - pdf noisy |
| IPOPsaACM | 2012 | Loshchilov et al. | tgz | pdf cmpBIPOPsaACM - pdf cmpIPOP-ACTCMA-ESNoisy - source code |
| SNES | 2012 | Schaul | tgz | |
| xNES | 2012 | Schaul | tgz | pdf - pdf cmpxNESas |
| xNESas | 2012 | Schaul | tgz | pdf - pdf cmpxNES - pdf cmpBIPOP-CMA-ES |
| PSAaLmC-CMA-ES | 2016 | Nishida and Akimoto | tgz | GECCO paper |
| PSAaLmD-CMA-ES | 2016 | Nishida and Akimoto | tgz | GECCO paper |
| PSAaSmC-CMA-ES | 2016 | Nishida and Akimoto | tgz | GECCO paper |
| PSAaSmD-CMA-ES | 2016 | Nishida and Akimoto | tgz | GECCO paper |