diff --git a/docs/index.html b/docs/index.html index 02c3127..c3a5882 100644 --- a/docs/index.html +++ b/docs/index.html @@ -55,8 +55,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1080/10556788.2020.1808977 - https://github.com/numbbo/coco + https://doi.org/10.1080/10556788.2020.1808977 + https://github.com/numbbo/coco BBOB-biobj @@ -70,8 +70,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.48550/arXiv.1604.00359 - https://github.com/numbbo/coco + https://doi.org/10.48550/arXiv.1604.00359 + https://github.com/numbbo/coco BBOB-noisy @@ -85,8 +85,8 @@

OPL – Optimisation problem library

yes no - https://hal.inria.fr/inria-00369466 - https://web.archive.org/web/20210416065610/https://coco.gforge.inria.fr/doku.php?id=downloads + https://hal.inria.fr/inria-00369466 + https://web.archive.org/web/20210416065610/https://coco.gforge.inria.fr/doku.php?id=downloads BBOB-largescale @@ -100,8 +100,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.48550/arXiv.1903.06396 - https://github.com/numbbo/coco + https://doi.org/10.48550/arXiv.1903.06396 + https://github.com/numbbo/coco BBOB-mixint @@ -115,8 +115,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/3321707.3321868 - https://github.com/numbbo/coco + https://doi.org/10.1145/3321707.3321868 + https://github.com/numbbo/coco BBOB-biobj-mixint @@ -130,8 +130,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/3321707.3321868 - https://github.com/numbbo/coco + https://doi.org/10.1145/3321707.3321868 + https://github.com/numbbo/coco BBOB-constrained @@ -145,8 +145,8 @@

OPL – Optimisation problem library

no no - http://numbbo.github.io/coco-doc/bbob-constrained/ - https://github.com/numbbo/coco + http://numbbo.github.io/coco-doc/bbob-constrained/ + https://github.com/numbbo/coco MOrepo @@ -161,7 +161,7 @@

OPL – Optimisation problem library

no - https://github.com/MCDMSociety/MOrepo + https://github.com/MCDMSociety/MOrepo ZDT @@ -175,8 +175,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1162/106365600568202 - https://github.com/anyoptimization/pymoo + https://doi.org/10.1162/106365600568202 + https://github.com/anyoptimization/pymoo DTLZ @@ -190,8 +190,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/CEC.2002.1007032 - https://pymoo.org/problems/many/dtlz.html + https://doi.org/10.1109/CEC.2002.1007032 + https://pymoo.org/problems/many/dtlz.html WFG @@ -205,8 +205,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2005.861417 - https://pymoo.org/problems/many/wfg.html + https://doi.org/10.1109/TEVC.2005.861417 + https://pymoo.org/problems/many/wfg.html CDMP @@ -220,7 +220,7 @@

OPL – Optimisation problem library

? no - https://doi.org/10.1145/3321707.3321878 + https://doi.org/10.1145/3321707.3321878 ? @@ -235,7 +235,7 @@

OPL – Optimisation problem library

? no - https://doi.org/10.1109/TCYB.2019.2896021 + https://doi.org/10.1109/TCYB.2019.2896021 ? @@ -250,7 +250,7 @@

OPL – Optimisation problem library

? no - https://doi.org/10.1016/j.swevo.2019.02.003 + https://doi.org/10.1016/j.swevo.2019.02.003 ? @@ -265,7 +265,7 @@

OPL – Optimisation problem library

? no - https://doi.org/10.1109/CEC.2019.8790277 + https://doi.org/10.1109/CEC.2019.8790277 ? @@ -280,7 +280,7 @@

OPL – Optimisation problem library

optional no - https://doi.org/10.1016/j.asoc.2020.106139 + https://doi.org/10.1016/j.asoc.2020.106139 ? @@ -295,8 +295,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.48550/arXiv.2110.08033 - https://github.com/songbai-liu/etmo + https://doi.org/10.48550/arXiv.2110.08033 + https://github.com/songbai-liu/etmo MMOPP @@ -310,8 +310,8 @@

OPL – Optimisation problem library

no no - http://www5.zzu.edu.cn/system/_content/download.jsp?urltype=news.DownloadAttachUrl&owner=1327567121&wbfileid=4764412 - http://www5.zzu.edu.cn/ecilab/info/1036/1251.htm + http://www5.zzu.edu.cn/system/_content/download.jsp?urltype=news.DownloadAttachUrl&owner=1327567121&wbfileid=4764412 + http://www5.zzu.edu.cn/ecilab/info/1036/1251.htm CFD @@ -325,8 +325,8 @@

OPL – Optimisation problem library

no no real world - https://doi.org/10.1007/978-3-319-99259-4_24 - https://bitbucket.org/arahat/cfd-test-problem-suite + https://doi.org/10.1007/978-3-319-99259-4_24 + https://bitbucket.org/arahat/cfd-test-problem-suite GBEA @@ -340,7 +340,7 @@

OPL – Optimisation problem library

yes no real world - https://doi.org/10.1145/3321707.3321805 + https://doi.org/10.1145/3321707.3321805 ? @@ -355,8 +355,8 @@

OPL – Optimisation problem library

no no real world - https://doi.org/10.1145/3205651.3205702 - http://ladse.eng.isas.jaxa.jp/benchmark/ + https://doi.org/10.1145/3205651.3205702 + http://ladse.eng.isas.jaxa.jp/benchmark/ EMO2017 @@ -370,8 +370,8 @@

OPL – Optimisation problem library

no no real world - https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/ - https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/downloads/realworld-problems-bbcomp-EMO-2017.zip + https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/ + https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/downloads/realworld-problems-bbcomp-EMO-2017.zip JSEC2019 @@ -385,8 +385,8 @@

OPL – Optimisation problem library

no no real world - http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html - http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html + http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html + http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html RE @@ -400,8 +400,8 @@

OPL – Optimisation problem library

no no real world like - https://doi.org/10.1016/j.asoc.2020.106078 - https://github.com/ryojitanabe/reproblems + https://doi.org/10.1016/j.asoc.2020.106078 + https://github.com/ryojitanabe/reproblems CRE @@ -415,8 +415,8 @@

OPL – Optimisation problem library

no no real world like - https://doi.org/10.1016/j.asoc.2020.106078 - https://github.com/ryojitanabe/reproblems + https://doi.org/10.1016/j.asoc.2020.106078 + https://github.com/ryojitanabe/reproblems Radar waveform @@ -430,8 +430,8 @@

OPL – Optimisation problem library

no no real world - https://doi.org/10.1007/978-3-540-70928-2_53 - http://code.evanhughes.org/ + https://doi.org/10.1007/978-3-540-70928-2_53 + http://code.evanhughes.org/ MF2 @@ -445,8 +445,8 @@

OPL – Optimisation problem library

no yes - https://doi.org/10.21105/joss.02049 - https://github.com/sjvrijn/mf2 + https://doi.org/10.21105/joss.02049 + https://github.com/sjvrijn/mf2 AMVOP @@ -460,7 +460,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2013.2281531 + https://doi.org/10.1109/TEVC.2013.2281531 ? @@ -475,7 +475,7 @@

OPL – Optimisation problem library

no no real world - https://doi.org/10.1109/TEVC.2013.2281531 + https://doi.org/10.1109/TEVC.2013.2281531 ? @@ -490,8 +490,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.48550/arXiv.2305.12221 - https://github.com/IOHprofiler/IOHexperimenter/ + https://doi.org/10.48550/arXiv.2305.12221 + https://github.com/IOHprofiler/IOHexperimenter/ ρMNK-Landscapes @@ -505,8 +505,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1016/j.ejor.2012.12.019 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1016/j.ejor.2012.12.019 + https://gitlab.com/aliefooghe/mocobench/ mUBQP @@ -520,8 +520,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1016/j.asoc.2013.11.008 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1016/j.asoc.2013.11.008 + https://gitlab.com/aliefooghe/mocobench/ ρmTSP @@ -535,8 +535,8 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1007/978-3-319-45823-6_40 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1007/978-3-319-45823-6_40 + https://gitlab.com/aliefooghe/mocobench/ CEC2015-DMOO @@ -565,8 +565,8 @@

OPL – Optimisation problem library

no optional Real-world-like - https://doi.org/10.1145/3638530.3654299 - https://github.com/qrenau/Ealain + https://doi.org/10.1145/3638530.3654299 + https://github.com/qrenau/Ealain MA-BBOB @@ -580,8 +580,8 @@

OPL – Optimisation problem library

no no artificial - https://doi.org/10.1145/3673908 - https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb + https://doi.org/10.1145/3673908 + https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb MPM2 @@ -595,8 +595,8 @@

OPL – Optimisation problem library

no no - https://ls11-www.cs.tu-dortmund.de/_media/techreports/tr15-01.pdf - https://github.com/jakobbossek/smoof/blob/master/inst/mpm2.py + https://ls11-www.cs.tu-dortmund.de/_media/techreports/tr15-01.pdf + https://github.com/jakobbossek/smoof/blob/master/inst/mpm2.py Convex DTLZ2 @@ -610,7 +610,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2013.2281535 + https://doi.org/10.1109/TEVC.2013.2281535 ? @@ -625,7 +625,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2013.2281534 + https://doi.org/10.1109/TEVC.2013.2281534 ? @@ -640,7 +640,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2016.2587749 + https://doi.org/10.1109/TEVC.2016.2587749 ? @@ -655,7 +655,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1109/TEVC.2016.2587749 + https://doi.org/10.1109/TEVC.2016.2587749 ? @@ -670,7 +670,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -685,7 +685,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -700,7 +700,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -715,7 +715,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -730,7 +730,7 @@

OPL – Optimisation problem library

no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -745,12 +745,12 @@

OPL – Optimisation problem library

no no artificial - https://www.academia.edu/download/94499025/TR-CEC2018-DMOP-Competition.pdf - https://pymoo.org/problems/dynamic/df.html + https://www.academia.edu/download/94499025/TR-CEC2018-DMOP-Competition.pdf + https://pymoo.org/problems/dynamic/df.html MODAct - multiobjective design of actuators - Realistic Constrained Multi-Objective Optimization Benchmark Problems from Design. Need the https://github.com/epfl-lamd/modact package installed; evaluation times around 20ms + Realistic Constrained Multi-Objective Optimization Benchmark Problems from Design. Need the https://github.com/epfl-lamd/modact package installed; evaluation times around 20ms suite 2 3 4 or 5 20 @@ -760,8 +760,8 @@

OPL – Optimisation problem library

no no real-world - https://doi.org/10.1109/TEVC.2020.3020046 - https://pymoo.org/problems/constrained/modact.html + https://doi.org/10.1109/TEVC.2020.3020046 + https://pymoo.org/problems/constrained/modact.html IOHClustering @@ -775,12 +775,12 @@

OPL – Optimisation problem library

no no artificial, but based on real data - https://arxiv.org/pdf/2505.09233 - https://github.com/IOHprofiler/IOHClustering + https://arxiv.org/pdf/2505.09233 + https://github.com/IOHprofiler/IOHClustering GNBG-II - Generalized Numerical Benchmark Generator (version 2). Also in IOH https://github.com/IOHprofiler/IOHGNBG + Generalized Numerical Benchmark Generator (version 2). Also in IOH https://github.com/IOHprofiler/IOHGNBG suite; generator 1 scalable @@ -790,8 +790,8 @@

OPL – Optimisation problem library

no no artificial - https://dl.acm.org/doi/pdf/10.1145/3712255.3734271 - https://github.com/rohitsalgotra/GNBG-II + https://dl.acm.org/doi/pdf/10.1145/3712255.3734271 + https://github.com/rohitsalgotra/GNBG-II GNBG @@ -805,8 +805,8 @@

OPL – Optimisation problem library

no no artificial - https://arxiv.org/abs/2312.07083 - https://github.com/Danial-Yazdani/GNBG-Generator + https://arxiv.org/abs/2312.07083 + https://github.com/Danial-Yazdani/GNBG-Generator DynamicBinVal @@ -820,8 +820,8 @@

OPL – Optimisation problem library

no no artificial - https://arxiv.org/pdf/2404.15837 - https://github.com/IOHprofiler/IOHexperimenter + https://arxiv.org/pdf/2404.15837 + https://github.com/IOHprofiler/IOHexperimenter PBO @@ -835,8 +835,8 @@

OPL – Optimisation problem library

no no artificial - https://dl.acm.org/doi/pdf/10.1145/3319619.3326810 - https://github.com/IOHprofiler/IOHexperimenter + https://dl.acm.org/doi/pdf/10.1145/3319619.3326810 + https://github.com/IOHprofiler/IOHexperimenter W-model @@ -850,8 +850,8 @@

OPL – Optimisation problem library

no no artificial - https://dl.acm.org/doi/abs/10.1145/3205651.3208240?casa_token=S4U_Pi9f6MwAAAAA:U9ztNTPwmupT8K3GamWZfBL7-8fqjxPtr_kprv51vdwA-REsp0EyOFGa99BtbANb0XbqyrVg795hIw - https://github.com/thomasWeise/BBDOB_W_Model + https://dl.acm.org/doi/abs/10.1145/3205651.3208240?casa_token=S4U_Pi9f6MwAAAAA:U9ztNTPwmupT8K3GamWZfBL7-8fqjxPtr_kprv51vdwA-REsp0EyOFGa99BtbANb0XbqyrVg795hIw + https://github.com/thomasWeise/BBDOB_W_Model Submodular Optimitzation @@ -865,12 +865,12 @@

OPL – Optimisation problem library

no no artificial - https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10254181 - https://github.com/IOHprofiler/IOHexperimenter + https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10254181 + https://github.com/IOHprofiler/IOHexperimenter CEC2013 - suite used for cec2013 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter + suite used for cec2013 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter suite 1 scalable @@ -880,12 +880,12 @@

OPL – Optimisation problem library

no no artificial - https://peerj.com/articles/cs-2671/CEC2013.pdf - https://github.com/P-N-Suganthan/CEC2013 + https://peerj.com/articles/cs-2671/CEC2013.pdf + https://github.com/P-N-Suganthan/CEC2013 CEC2022 - suite used for cec2022 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter + suite used for cec2022 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter suite 1 scalable @@ -895,8 +895,8 @@

OPL – Optimisation problem library

no no artificial - https://github.com/P-N-Suganthan/2022-SO-BO/blob/main/CEC2022%20TR.pdf - https://github.com/P-N-Suganthan/2022-SO-BO + https://github.com/P-N-Suganthan/2022-SO-BO/blob/main/CEC2022%20TR.pdf + https://github.com/P-N-Suganthan/2022-SO-BO Onemax+Sphere / Zeromax+Sphere @@ -910,7 +910,7 @@

OPL – Optimisation problem library

no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -925,7 +925,7 @@

OPL – Optimisation problem library

no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -940,7 +940,7 @@

OPL – Optimisation problem library

no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -955,8 +955,8 @@

OPL – Optimisation problem library

no no real-world - https://doi.org/10.1109/CEC65147.2025.11042973 - https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world + https://doi.org/10.1109/CEC65147.2025.11042973 + https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world KinematicsRobotArm @@ -970,8 +970,8 @@

OPL – Optimisation problem library

no no real-world - https://doi.org/10.1023/A:1013258808932 - https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world + https://doi.org/10.1023/A:1013258808932 + https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world VehicleDynamics @@ -985,8 +985,8 @@

OPL – Optimisation problem library

no no real-world - https://www.scitepress.org/Papers/2023/121580/121580.pdf - https://zenodo.org/records/8307853 + https://www.scitepress.org/Papers/2023/121580/121580.pdf + https://zenodo.org/records/8307853 MECHBench @@ -1000,8 +1000,8 @@

OPL – Optimisation problem library

no no Real-World Application - https://arxiv.org/abs/2511.10821 - https://github.com/BayesOptApp/MECHBench + https://arxiv.org/abs/2511.10821 + https://github.com/BayesOptApp/MECHBench EXPObench @@ -1015,8 +1015,8 @@

OPL – Optimisation problem library

yes no Real-World Application - https://doi.org/10.1016/j.asoc.2023.110744 - https://github.com/AlgTUDelft/ExpensiveOptimBenchmark + https://doi.org/10.1016/j.asoc.2023.110744 + https://github.com/AlgTUDelft/ExpensiveOptimBenchmark Gasoline direct injection engine design @@ -1031,7 +1031,7 @@

OPL – Optimisation problem library

yes Real-World Application - https://doi.org/10.1016/j.ejor.2022.08.032 + https://doi.org/10.1016/j.ejor.2022.08.032 BEACON @@ -1045,8 +1045,8 @@

OPL – Optimisation problem library

no no Artificially Generated - https://dl.acm.org/doi/10.1145/3712255.3734303 - https://github.com/Stebbet/BEACON/ + https://dl.acm.org/doi/10.1145/3712255.3734303 + https://github.com/Stebbet/BEACON/ TulipaEnergy @@ -1060,8 +1060,8 @@

OPL – Optimisation problem library

yes yes Real-World Application - https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/40-scientific-foundation/45-scientific-references - https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/ + https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/40-scientific-foundation/45-scientific-references + https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/ ATO @@ -1090,12 +1090,12 @@

OPL – Optimisation problem library

no yes Real-World Application - https://www.sciencedirect.com/science/article/pii/S1538472123016781 + https://www.sciencedirect.com/science/article/pii/S1538472123016781 FleetOpt - Healthcare organisation in the UK provided data about their current fleet of vehicles to conduct non-emergency heathcare trips in the Argyll and Bute region of Scotland, UK. They also provided historical data about the trips the vehicles took and about the bases which the vehicles return to. The aim is to reduce the existing fleet of vehicles while still ensuring all trips can be covered. Moving a vehicle from one base to another to help cover trips is OK as long as the original base can still cover its trips. Link to paper with more details: https://dl.acm.org/doi/abs/10.1145/3638530.3664137 + Healthcare organisation in the UK provided data about their current fleet of vehicles to conduct non-emergency heathcare trips in the Argyll and Bute region of Scotland, UK. They also provided historical data about the trips the vehicles took and about the bases which the vehicles return to. The aim is to reduce the existing fleet of vehicles while still ensuring all trips can be covered. Moving a vehicle from one base to another to help cover trips is OK as long as the original base can still cover its trips. Link to paper with more details: https://dl.acm.org/doi/abs/10.1145/3638530.3664137 Single Problem 1 Upper level: 54; lower level: 13208 @@ -1105,7 +1105,7 @@

OPL – Optimisation problem library

no no Real-World Application - https://dl.acm.org/doi/abs/10.1145/3638530.3664137 + https://dl.acm.org/doi/abs/10.1145/3638530.3664137 Not public: was done for real client with their private data @@ -1120,8 +1120,8 @@

OPL – Optimisation problem library

no no Real-World Application - https://hdl.handle.net/1887/81789 - https://github.com/TUe-excellent-buildings/BSO-toolbox + https://hdl.handle.net/1887/81789 + https://github.com/TUe-excellent-buildings/BSO-toolbox Electric Motor Design Optimization @@ -1135,7 +1135,7 @@

OPL – Optimisation problem library

yes no Real-World Application - https://dis.ijs.si/tea/Publications/Tusar23Multistep.pdf (paper in Slovene) + https://dis.ijs.si/tea/Publications/Tusar23Multistep.pdf (paper in Slovene) Implementation not freely available diff --git a/docs/problems.html b/docs/problems.html index 0d66c0a..ff51d79 100644 --- a/docs/problems.html +++ b/docs/problems.html @@ -29,8 +29,8 @@ no no - https://doi.org/10.1080/10556788.2020.1808977 - https://github.com/numbbo/coco + https://doi.org/10.1080/10556788.2020.1808977 + https://github.com/numbbo/coco BBOB-biobj @@ -44,8 +44,8 @@ no no - https://doi.org/10.48550/arXiv.1604.00359 - https://github.com/numbbo/coco + https://doi.org/10.48550/arXiv.1604.00359 + https://github.com/numbbo/coco BBOB-noisy @@ -59,8 +59,8 @@ yes no - https://hal.inria.fr/inria-00369466 - https://web.archive.org/web/20210416065610/https://coco.gforge.inria.fr/doku.php?id=downloads + https://hal.inria.fr/inria-00369466 + https://web.archive.org/web/20210416065610/https://coco.gforge.inria.fr/doku.php?id=downloads BBOB-largescale @@ -74,8 +74,8 @@ no no - https://doi.org/10.48550/arXiv.1903.06396 - https://github.com/numbbo/coco + https://doi.org/10.48550/arXiv.1903.06396 + https://github.com/numbbo/coco BBOB-mixint @@ -89,8 +89,8 @@ no no - https://doi.org/10.1145/3321707.3321868 - https://github.com/numbbo/coco + https://doi.org/10.1145/3321707.3321868 + https://github.com/numbbo/coco BBOB-biobj-mixint @@ -104,8 +104,8 @@ no no - https://doi.org/10.1145/3321707.3321868 - https://github.com/numbbo/coco + https://doi.org/10.1145/3321707.3321868 + https://github.com/numbbo/coco BBOB-constrained @@ -119,8 +119,8 @@ no no - http://numbbo.github.io/coco-doc/bbob-constrained/ - https://github.com/numbbo/coco + http://numbbo.github.io/coco-doc/bbob-constrained/ + https://github.com/numbbo/coco MOrepo @@ -135,7 +135,7 @@ no - https://github.com/MCDMSociety/MOrepo + https://github.com/MCDMSociety/MOrepo ZDT @@ -149,8 +149,8 @@ no no - https://doi.org/10.1162/106365600568202 - https://github.com/anyoptimization/pymoo + https://doi.org/10.1162/106365600568202 + https://github.com/anyoptimization/pymoo DTLZ @@ -164,8 +164,8 @@ no no - https://doi.org/10.1109/CEC.2002.1007032 - https://pymoo.org/problems/many/dtlz.html + https://doi.org/10.1109/CEC.2002.1007032 + https://pymoo.org/problems/many/dtlz.html WFG @@ -179,8 +179,8 @@ no no - https://doi.org/10.1109/TEVC.2005.861417 - https://pymoo.org/problems/many/wfg.html + https://doi.org/10.1109/TEVC.2005.861417 + https://pymoo.org/problems/many/wfg.html CDMP @@ -194,7 +194,7 @@ ? no - https://doi.org/10.1145/3321707.3321878 + https://doi.org/10.1145/3321707.3321878 ? @@ -209,7 +209,7 @@ ? no - https://doi.org/10.1109/TCYB.2019.2896021 + https://doi.org/10.1109/TCYB.2019.2896021 ? @@ -224,7 +224,7 @@ ? no - https://doi.org/10.1016/j.swevo.2019.02.003 + https://doi.org/10.1016/j.swevo.2019.02.003 ? @@ -239,7 +239,7 @@ ? no - https://doi.org/10.1109/CEC.2019.8790277 + https://doi.org/10.1109/CEC.2019.8790277 ? @@ -254,7 +254,7 @@ optional no - https://doi.org/10.1016/j.asoc.2020.106139 + https://doi.org/10.1016/j.asoc.2020.106139 ? @@ -269,8 +269,8 @@ no no - https://doi.org/10.48550/arXiv.2110.08033 - https://github.com/songbai-liu/etmo + https://doi.org/10.48550/arXiv.2110.08033 + https://github.com/songbai-liu/etmo MMOPP @@ -284,8 +284,8 @@ no no - http://www5.zzu.edu.cn/system/_content/download.jsp?urltype=news.DownloadAttachUrl&owner=1327567121&wbfileid=4764412 - http://www5.zzu.edu.cn/ecilab/info/1036/1251.htm + http://www5.zzu.edu.cn/system/_content/download.jsp?urltype=news.DownloadAttachUrl&owner=1327567121&wbfileid=4764412 + http://www5.zzu.edu.cn/ecilab/info/1036/1251.htm CFD @@ -299,8 +299,8 @@ no no real world - https://doi.org/10.1007/978-3-319-99259-4_24 - https://bitbucket.org/arahat/cfd-test-problem-suite + https://doi.org/10.1007/978-3-319-99259-4_24 + https://bitbucket.org/arahat/cfd-test-problem-suite GBEA @@ -314,7 +314,7 @@ yes no real world - https://doi.org/10.1145/3321707.3321805 + https://doi.org/10.1145/3321707.3321805 ? @@ -329,8 +329,8 @@ no no real world - https://doi.org/10.1145/3205651.3205702 - http://ladse.eng.isas.jaxa.jp/benchmark/ + https://doi.org/10.1145/3205651.3205702 + http://ladse.eng.isas.jaxa.jp/benchmark/ EMO2017 @@ -344,8 +344,8 @@ no no real world - https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/ - https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/downloads/realworld-problems-bbcomp-EMO-2017.zip + https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/ + https://www.ini.rub.de/PEOPLE/glasmtbl/projects/bbcomp/downloads/realworld-problems-bbcomp-EMO-2017.zip JSEC2019 @@ -359,8 +359,8 @@ no no real world - http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html - http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html + http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html + http://www.jpnsec.org/files/competition2019/EC-Symposium-2019-Competition-English.html RE @@ -374,8 +374,8 @@ no no real world like - https://doi.org/10.1016/j.asoc.2020.106078 - https://github.com/ryojitanabe/reproblems + https://doi.org/10.1016/j.asoc.2020.106078 + https://github.com/ryojitanabe/reproblems CRE @@ -389,8 +389,8 @@ no no real world like - https://doi.org/10.1016/j.asoc.2020.106078 - https://github.com/ryojitanabe/reproblems + https://doi.org/10.1016/j.asoc.2020.106078 + https://github.com/ryojitanabe/reproblems Radar waveform @@ -404,8 +404,8 @@ no no real world - https://doi.org/10.1007/978-3-540-70928-2_53 - http://code.evanhughes.org/ + https://doi.org/10.1007/978-3-540-70928-2_53 + http://code.evanhughes.org/ MF2 @@ -419,8 +419,8 @@ no yes - https://doi.org/10.21105/joss.02049 - https://github.com/sjvrijn/mf2 + https://doi.org/10.21105/joss.02049 + https://github.com/sjvrijn/mf2 AMVOP @@ -434,7 +434,7 @@ no no - https://doi.org/10.1109/TEVC.2013.2281531 + https://doi.org/10.1109/TEVC.2013.2281531 ? @@ -449,7 +449,7 @@ no no real world - https://doi.org/10.1109/TEVC.2013.2281531 + https://doi.org/10.1109/TEVC.2013.2281531 ? @@ -464,8 +464,8 @@ no no - https://doi.org/10.48550/arXiv.2305.12221 - https://github.com/IOHprofiler/IOHexperimenter/ + https://doi.org/10.48550/arXiv.2305.12221 + https://github.com/IOHprofiler/IOHexperimenter/ ρMNK-Landscapes @@ -479,8 +479,8 @@ no no - https://doi.org/10.1016/j.ejor.2012.12.019 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1016/j.ejor.2012.12.019 + https://gitlab.com/aliefooghe/mocobench/ mUBQP @@ -494,8 +494,8 @@ no no - https://doi.org/10.1016/j.asoc.2013.11.008 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1016/j.asoc.2013.11.008 + https://gitlab.com/aliefooghe/mocobench/ ρmTSP @@ -509,8 +509,8 @@ no no - https://doi.org/10.1007/978-3-319-45823-6_40 - https://gitlab.com/aliefooghe/mocobench/ + https://doi.org/10.1007/978-3-319-45823-6_40 + https://gitlab.com/aliefooghe/mocobench/ CEC2015-DMOO @@ -539,8 +539,8 @@ no optional Real-world-like - https://doi.org/10.1145/3638530.3654299 - https://github.com/qrenau/Ealain + https://doi.org/10.1145/3638530.3654299 + https://github.com/qrenau/Ealain MA-BBOB @@ -554,8 +554,8 @@ no no artificial - https://doi.org/10.1145/3673908 - https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb + https://doi.org/10.1145/3673908 + https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb MPM2 @@ -569,8 +569,8 @@ no no - https://ls11-www.cs.tu-dortmund.de/_media/techreports/tr15-01.pdf - https://github.com/jakobbossek/smoof/blob/master/inst/mpm2.py + https://ls11-www.cs.tu-dortmund.de/_media/techreports/tr15-01.pdf + https://github.com/jakobbossek/smoof/blob/master/inst/mpm2.py Convex DTLZ2 @@ -584,7 +584,7 @@ no no - https://doi.org/10.1109/TEVC.2013.2281535 + https://doi.org/10.1109/TEVC.2013.2281535 ? @@ -599,7 +599,7 @@ no no - https://doi.org/10.1109/TEVC.2013.2281534 + https://doi.org/10.1109/TEVC.2013.2281534 ? @@ -614,7 +614,7 @@ no no - https://doi.org/10.1109/TEVC.2016.2587749 + https://doi.org/10.1109/TEVC.2016.2587749 ? @@ -629,7 +629,7 @@ no no - https://doi.org/10.1109/TEVC.2016.2587749 + https://doi.org/10.1109/TEVC.2016.2587749 ? @@ -644,7 +644,7 @@ no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -659,7 +659,7 @@ no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -674,7 +674,7 @@ no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -689,7 +689,7 @@ no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -704,7 +704,7 @@ no no - https://doi.org/10.1145/1143997.1144179 + https://doi.org/10.1145/1143997.1144179 ? @@ -719,12 +719,12 @@ no no artificial - https://www.academia.edu/download/94499025/TR-CEC2018-DMOP-Competition.pdf - https://pymoo.org/problems/dynamic/df.html + https://www.academia.edu/download/94499025/TR-CEC2018-DMOP-Competition.pdf + https://pymoo.org/problems/dynamic/df.html MODAct - multiobjective design of actuators - Realistic Constrained Multi-Objective Optimization Benchmark Problems from Design. Need the https://github.com/epfl-lamd/modact package installed; evaluation times around 20ms + Realistic Constrained Multi-Objective Optimization Benchmark Problems from Design. Need the https://github.com/epfl-lamd/modact package installed; evaluation times around 20ms suite 2 3 4 or 5 20 @@ -734,8 +734,8 @@ no no real-world - https://doi.org/10.1109/TEVC.2020.3020046 - https://pymoo.org/problems/constrained/modact.html + https://doi.org/10.1109/TEVC.2020.3020046 + https://pymoo.org/problems/constrained/modact.html IOHClustering @@ -749,12 +749,12 @@ no no artificial, but based on real data - https://arxiv.org/pdf/2505.09233 - https://github.com/IOHprofiler/IOHClustering + https://arxiv.org/pdf/2505.09233 + https://github.com/IOHprofiler/IOHClustering GNBG-II - Generalized Numerical Benchmark Generator (version 2). Also in IOH https://github.com/IOHprofiler/IOHGNBG + Generalized Numerical Benchmark Generator (version 2). Also in IOH https://github.com/IOHprofiler/IOHGNBG suite; generator 1 scalable @@ -764,8 +764,8 @@ no no artificial - https://dl.acm.org/doi/pdf/10.1145/3712255.3734271 - https://github.com/rohitsalgotra/GNBG-II + https://dl.acm.org/doi/pdf/10.1145/3712255.3734271 + https://github.com/rohitsalgotra/GNBG-II GNBG @@ -779,8 +779,8 @@ no no artificial - https://arxiv.org/abs/2312.07083 - https://github.com/Danial-Yazdani/GNBG-Generator + https://arxiv.org/abs/2312.07083 + https://github.com/Danial-Yazdani/GNBG-Generator DynamicBinVal @@ -794,8 +794,8 @@ no no artificial - https://arxiv.org/pdf/2404.15837 - https://github.com/IOHprofiler/IOHexperimenter + https://arxiv.org/pdf/2404.15837 + https://github.com/IOHprofiler/IOHexperimenter PBO @@ -809,8 +809,8 @@ no no artificial - https://dl.acm.org/doi/pdf/10.1145/3319619.3326810 - https://github.com/IOHprofiler/IOHexperimenter + https://dl.acm.org/doi/pdf/10.1145/3319619.3326810 + https://github.com/IOHprofiler/IOHexperimenter W-model @@ -824,8 +824,8 @@ no no artificial - https://dl.acm.org/doi/abs/10.1145/3205651.3208240?casa_token=S4U_Pi9f6MwAAAAA:U9ztNTPwmupT8K3GamWZfBL7-8fqjxPtr_kprv51vdwA-REsp0EyOFGa99BtbANb0XbqyrVg795hIw - https://github.com/thomasWeise/BBDOB_W_Model + https://dl.acm.org/doi/abs/10.1145/3205651.3208240?casa_token=S4U_Pi9f6MwAAAAA:U9ztNTPwmupT8K3GamWZfBL7-8fqjxPtr_kprv51vdwA-REsp0EyOFGa99BtbANb0XbqyrVg795hIw + https://github.com/thomasWeise/BBDOB_W_Model Submodular Optimitzation @@ -839,12 +839,12 @@ no no artificial - https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10254181 - https://github.com/IOHprofiler/IOHexperimenter + https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10254181 + https://github.com/IOHprofiler/IOHexperimenter CEC2013 - suite used for cec2013 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter + suite used for cec2013 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter suite 1 scalable @@ -854,12 +854,12 @@ no no artificial - https://peerj.com/articles/cs-2671/CEC2013.pdf - https://github.com/P-N-Suganthan/CEC2013 + https://peerj.com/articles/cs-2671/CEC2013.pdf + https://github.com/P-N-Suganthan/CEC2013 CEC2022 - suite used for cec2022 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter + suite used for cec2022 competition. Also in IOH https://github.com/IOHprofiler/IOHexperimenter suite 1 scalable @@ -869,8 +869,8 @@ no no artificial - https://github.com/P-N-Suganthan/2022-SO-BO/blob/main/CEC2022%20TR.pdf - https://github.com/P-N-Suganthan/2022-SO-BO + https://github.com/P-N-Suganthan/2022-SO-BO/blob/main/CEC2022%20TR.pdf + https://github.com/P-N-Suganthan/2022-SO-BO Onemax+Sphere / Zeromax+Sphere @@ -884,7 +884,7 @@ no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -899,7 +899,7 @@ no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -914,7 +914,7 @@ no no artificial - https://doi.org/10.1145/3449726.3459521 + https://doi.org/10.1145/3449726.3459521 None @@ -929,8 +929,8 @@ no no real-world - https://doi.org/10.1109/CEC65147.2025.11042973 - https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world + https://doi.org/10.1109/CEC65147.2025.11042973 + https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world KinematicsRobotArm @@ -944,8 +944,8 @@ no no real-world - https://doi.org/10.1023/A:1013258808932 - https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world + https://doi.org/10.1023/A:1013258808932 + https://github.com/ShuaiqunPan/Transfer_Random_forests_BBOB_Real_world VehicleDynamics @@ -959,8 +959,8 @@ no no real-world - https://www.scitepress.org/Papers/2023/121580/121580.pdf - https://zenodo.org/records/8307853 + https://www.scitepress.org/Papers/2023/121580/121580.pdf + https://zenodo.org/records/8307853 MECHBench @@ -974,8 +974,8 @@ no no Real-World Application - https://arxiv.org/abs/2511.10821 - https://github.com/BayesOptApp/MECHBench + https://arxiv.org/abs/2511.10821 + https://github.com/BayesOptApp/MECHBench EXPObench @@ -989,8 +989,8 @@ yes no Real-World Application - https://doi.org/10.1016/j.asoc.2023.110744 - https://github.com/AlgTUDelft/ExpensiveOptimBenchmark + https://doi.org/10.1016/j.asoc.2023.110744 + https://github.com/AlgTUDelft/ExpensiveOptimBenchmark Gasoline direct injection engine design @@ -1005,7 +1005,7 @@ yes Real-World Application - https://doi.org/10.1016/j.ejor.2022.08.032 + https://doi.org/10.1016/j.ejor.2022.08.032 BEACON @@ -1019,8 +1019,8 @@ no no Artificially Generated - https://dl.acm.org/doi/10.1145/3712255.3734303 - https://github.com/Stebbet/BEACON/ + https://dl.acm.org/doi/10.1145/3712255.3734303 + https://github.com/Stebbet/BEACON/ TulipaEnergy @@ -1034,8 +1034,8 @@ yes yes Real-World Application - https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/40-scientific-foundation/45-scientific-references - https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/ + https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/40-scientific-foundation/45-scientific-references + https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/ ATO @@ -1064,12 +1064,12 @@ no yes Real-World Application - https://www.sciencedirect.com/science/article/pii/S1538472123016781 + https://www.sciencedirect.com/science/article/pii/S1538472123016781 FleetOpt - Healthcare organisation in the UK provided data about their current fleet of vehicles to conduct non-emergency heathcare trips in the Argyll and Bute region of Scotland, UK. They also provided historical data about the trips the vehicles took and about the bases which the vehicles return to. The aim is to reduce the existing fleet of vehicles while still ensuring all trips can be covered. Moving a vehicle from one base to another to help cover trips is OK as long as the original base can still cover its trips. Link to paper with more details: https://dl.acm.org/doi/abs/10.1145/3638530.3664137 + Healthcare organisation in the UK provided data about their current fleet of vehicles to conduct non-emergency heathcare trips in the Argyll and Bute region of Scotland, UK. They also provided historical data about the trips the vehicles took and about the bases which the vehicles return to. The aim is to reduce the existing fleet of vehicles while still ensuring all trips can be covered. Moving a vehicle from one base to another to help cover trips is OK as long as the original base can still cover its trips. Link to paper with more details: https://dl.acm.org/doi/abs/10.1145/3638530.3664137 Single Problem 1 Upper level: 54; lower level: 13208 @@ -1079,7 +1079,7 @@ no no Real-World Application - https://dl.acm.org/doi/abs/10.1145/3638530.3664137 + https://dl.acm.org/doi/abs/10.1145/3638530.3664137 Not public: was done for real client with their private data @@ -1094,8 +1094,8 @@ no no Real-World Application - https://hdl.handle.net/1887/81789 - https://github.com/TUe-excellent-buildings/BSO-toolbox + https://hdl.handle.net/1887/81789 + https://github.com/TUe-excellent-buildings/BSO-toolbox Electric Motor Design Optimization @@ -1109,7 +1109,7 @@ yes no Real-World Application - https://dis.ijs.si/tea/Publications/Tusar23Multistep.pdf (paper in Slovene) + https://dis.ijs.si/tea/Publications/Tusar23Multistep.pdf (paper in Slovene) Implementation not freely available diff --git a/yaml_to_html.py b/yaml_to_html.py index df79580..6b4f003 100755 --- a/yaml_to_html.py +++ b/yaml_to_html.py @@ -4,6 +4,15 @@ import yaml import shutil +import re + +URL_RE = re.compile(r'(https?://[^\s,;]+)') + +def linkify_cell(value): + if not isinstance(value, str): + return value + return URL_RE.sub(r'\1', value) + yaml_file = "problems.yaml" html_dir = "docs/" @@ -37,8 +46,11 @@ columns = default_columns data = data[columns] +data = data.map(linkify_cell) + # Generate plain table -table = data.to_html(render_links=True, +table = data.to_html(render_links=False, + escape=False, # Don't escape HTML in cells (to allow links) index=False, table_id="problems", classes=["display compact", "display", "styled-table"], # Set display style