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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.

Number Algorithm Name Year Author(s) link to data related PDFs, source code, and remarks
noisy-000 ALPS 2009 Hornby data pdf
noisy-001 AMALGAM 2009 Bosman et al. data pdf noiseless - pdf noisy
noisy-002 BAYEDA 2009 Gallagher data pdf noiseless - pdf noisy
noisy-003 BFGS 2009 Ros data pdf noiseless - pdf noisy
noisy-004 BIPOP-CMA-ES 2009 Hansen data pdf noiseless - pdf noisy
noisy-005 CMA-ESPLUSSEL 2009 Auger and Hansen data pdf noiseless - pdf noisy
noisy-006 DASA 2009 Korošec and Šilc data pdf noiseless - pdf noisy
noisy-007 DE-PSO 2009 García-Nieto et al. data pdf noiseless - pdf noisy
noisy-008 EDA-PSO 2009 El-Abd and Kamel data pdf
noisy-009 FULLNEWUOA 2009 Ros data original 2009 noiseless paper - original 2009 noisy paper - 2010 comparison noiseless - 2010 comparison noisy
noisy-010 GLOBAL 2009 Pál et al. data BBOB-2009 paper not available online - corresponding ECJ paper
noisy-011 iAMALGAM 2009 Bosman et al. data pdf noiseless - pdf noisy
noisy-012 IPOP-SEP-CMA-ES 2009 Ros data pdf noiseless - pdf noisy
noisy-013 MA-LS-CHAIN 2009 Molina et al. data pdf noiseless - pdf noisy
noisy-014 MCS 2009 Huyer and Neumaier data pdf noiseless - pdf noisy
noisy-015 ONEFIFTH 2009 Auger data pdf noiseless - pdf noisy
noisy-016 PSO 2009 El-Abd and Kamel data pdf
noisy-017 PSO_Bounds 2009 El-Abd and Kamel data pdf
noisy-018 RANDOMSEARCH 2009 Auger and Ros data pdf noiseless - pdf noisy
noisy-019 SNOBFIT 2009 Huyer and Neumaier data pdf
noisy-020 VNS 2009 García-Martínez and Lozano data pdf noiseless - pdf noisy
noisy-021 1komma2 2010 Auger et al. data pdf cmp1komma2mirAnd1komma2mirser - doi - pdf cmp1komma2mirAnd1komma2mirserNoisy - pdf cmp1komma2ser - cmp1komma2serNoisy
noisy-022 1komma2mir 2010 Auger et al. data pdf cmp1komma2And1komma2mirser - doi - pdf cmp1komma2And1komma2mirserNoisy
noisy-023 1komma2mirser 2010 Auger et al. data pdf cmp1komma2And1komma2mir - doi - pdf cmp1komma2And1komma2mirNoisy
noisy-024 1komma2ser 2010 Auger et al. data pdf cmp1komma2 - pdf cmp1komma2Noisy
noisy-025 1komma4 2010 Auger et al. data pdf cmp1komma4serNoisy - doi - the other three papers using the data set are not linked at the moment
noisy-026 1komma4mir 2010 Auger et al. data pdf cmp1komma4And1komma4mirser - pdf cmp1komma4And1komma4mirserNoisy
noisy-027 1komma4mirser 2010 Auger et al. data pdf noiseless - pdf noisy - pdf cmp1komma4And1komma4mir - pdf cmp1komma4And1komma4mirNoisy
noisy-028 1komma4ser 2010 Auger et al. data pdf cmp1komma4 - pdf cmp1komma4Noisy - doi
noisy-029 AVGNEWUOA 2010 Ros data mentioned in 2009 paper, data set submitted in 2009, but data presented only in 2010 - cmpNEWUOAFULLNEWUOnoiseless - algname still NEWUOA
noisy-030 CMAEGS 2010 Finck and Beyer data pdf noiseless - doi noisy
noisy-031 IPOP-ACTCMA-ES 2010 Hansen and Ros data pdf cmpIPOP-CMA-ESNoiseless - pdf cmpIPOP-CMA-ESNoisy
noisy-032 IPOP-CMA-ES 2010 Hansen and Ros data pdf cmpIPOP-ACTCMA-ESNoiseless - pdf cmpIPOP-ACTCMA-ESNoisy - pdf cmpBIPOP-CMA-ESNoiseless - pdf cmpBIPOP-CMA-ESNoisy
noisy-033 MOS 2010 LaTorre et al. data pdf noiseless - pdf noisy
noisy-034 NEWUOA 2010 Hansen and Ros data pdf
noisy-035 RCGA 2010 Tran and Jin data doi noiseless - doi noisy
noisy-036 SPSA 2010 Finck and Beyer data pdf noiseless - pdf noisy
noisy-037 IPOPsaACM 2012 Loshchilov et al. data pdf cmpBIPOPsaACM - pdf cmpIPOP-ACTCMA-ESNoisy - source code
noisy-038 SNES 2012 Schaul data pdf
noisy-039 xNES 2012 Schaul data pdf - pdf cmpxNESas
noisy-040 xNESas 2012 Schaul data pdf - pdf cmpxNES - pdf cmpBIPOP-CMA-ES
noisy-041 PSAaLmC-CMA-ES 2016 Nishida and Akimoto data GECCO paper
noisy-042 PSAaLmD-CMA-ES 2016 Nishida and Akimoto data GECCO paper
noisy-043 PSAaSmC-CMA-ES 2016 Nishida and Akimoto data GECCO paper
noisy-044 PSAaSmD-CMA-ES 2016 Nishida and Akimoto data GECCO paper