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kvdblom merged 6 commits into from
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Update ATO information #209

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Update ATO information
kvdblom Aug 30, 2026
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chore: Auto-update HTML files
kvdblom Aug 30, 2026
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kvdblom Sep 16, 2026
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90 changes: 45 additions & 45 deletions docs/index.html
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Original file line number Diff line number Diff line change
Expand Up @@ -91,17 +91,17 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>10</td>
<td>2</td>
<td></td>
<td></td>
<td></td>
<td>box</td>
<td>>=1</td>
<td></td>
<td></td>
<td>no</td>
<td></td>
<td></td>
<td></td>
<td>Parameters of the Modules of the Automatic Train Operation are optimized; two objectives: minimizing energy consumption and minimizing driving duration.</td>
<td></td>
<td>Parameters of the modules of the Automatic Train Operation are optimized; Parameters for the trajectory planning (first module) are maximum velocity (v_max), weighting of objectives (energy, time, comfort) in planning (lambda_e, lambda_s, lambda_t), step width (ds), maximum lateral acceleration (aq_max); as control module a PID controller is implemented, where the ki and kp parameters are optimized. The objectives are minimizing travel time and energy consumption. The evaluation takes several minutes, because the pipeline includes also a simulation.</td>
<td></td>
<td>Carolin Mensendiek; Henrik Zeipel; Oliver Ludger Preuß; Moritz Vinzent Seiler; Walter Sextro; Heike Trautmann, <a href="https://doi.org/10.1145/3795101.3805368">https://doi.org/10.1145/3795101.3805368</a> | Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories</td>
<td></td>
<td>unimodal</td>
<td></td>
Expand All @@ -117,7 +117,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td></td>
<td></td>
<td></td>
<td>>=1</td>
<td></td>
<td></td>
<td></td>
Expand All @@ -128,7 +128,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_building_spatial</td>
<td>Building spatial design</td>
<td>Problem</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand All @@ -154,7 +154,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>BSO-toolbox</td>
<td>C++</td>
<td>{'40 seconds', '1 second'}</td>
<td>{'1 second', '40 seconds'}</td>
<td><a href="https://github.com/TUe-excellent-buildings/BSO-toolbox">https://github.com/TUe-excellent-buildings/BSO-toolbox</a></td>
<td>Building Spatial Design toolbox (TU/e)</td>
<td></td>
Expand Down Expand Up @@ -214,7 +214,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>26</td>
<td>1</td>
<td>noisy</td>
<td>box | unknown</td>
<td>unknown | box</td>
<td>>=14</td>
<td></td>
<td>noisy</td>
Expand Down Expand Up @@ -292,7 +292,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_gasoline</td>
<td>Gasoline direct injection engine design</td>
<td>Problem</td>
<td>integer | continuous</td>
<td>continuous | integer</td>
<td>14</td>
<td>2</td>
<td>multi-fidelity</td>
Expand Down Expand Up @@ -333,7 +333,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_invdeceptive_deceptive_rotell</td>
<td>InverseDeceptiveTrap+RotatedEllipsoid / DeceptiveTrap+RotatedEllipsoid</td>
<td>Problem</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -456,7 +456,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_onemax_sphere_deceptive_rotell</td>
<td>Onemax+Sphere / DeceptiveTrap+RotatedEllipsoid</td>
<td>Problem</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -497,7 +497,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_onemax_sphere_zeromax_sphere</td>
<td>Onemax+Sphere / Zeromax+Sphere</td>
<td>Problem</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -661,7 +661,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>gen_ealain</td>
<td>Ealain</td>
<td>Generator</td>
<td>continuous | integer | binary</td>
<td>binary | integer | continuous</td>
<td>>=3</td>
<td>[1, 10, 2, 3, 4, 5, 6, 7, 8, 9]</td>
<td>dynamic | multi-fidelity</td>
Expand Down Expand Up @@ -767,11 +767,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>>=1</td>
<td></td>
<td>GNBG-II | IOHGNBG</td>
<td>IOHGNBG | GNBG-II</td>
<td></td>
<td></td>
<td><a href="https://github.com/rohitsalgotra/GNBG-II">https://github.com/rohitsalgotra/GNBG-II</a> | <a href="https://github.com/IOHprofiler/IOHGNBG">https://github.com/IOHprofiler/IOHGNBG</a></td>
<td>Generalized Numerical Benchmark Generator version 2 | IOHprofiler version of GNBG</td>
<td><a href="https://github.com/IOHprofiler/IOHGNBG">https://github.com/IOHprofiler/IOHGNBG</a> | <a href="https://github.com/rohitsalgotra/GNBG-II">https://github.com/rohitsalgotra/GNBG-II</a></td>
<td>IOHprofiler version of GNBG | Generalized Numerical Benchmark Generator version 2</td>
<td></td>
<td></td>
<td></td>
Expand Down Expand Up @@ -890,11 +890,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>>=1</td>
<td></td>
<td>MA-BBOB (IOHexperimenter) | IOHexperimenter</td>
<td>IOHexperimenter | MA-BBOB (IOHexperimenter)</td>
<td>C++/Python</td>
<td></td>
<td><a href="https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb">https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb</a> | <a href="https://github.com/IOHprofiler/IOHexperimenter">https://github.com/IOHprofiler/IOHexperimenter</a></td>
<td>Example notebook for MA-BBOB in IOHexperimenter | IOHprofiler experimenter framework</td>
<td><a href="https://github.com/IOHprofiler/IOHexperimenter">https://github.com/IOHprofiler/IOHexperimenter</a> | <a href="https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb">https://github.com/IOHprofiler/IOHexperimenter/blob/master/example/Competitions/MA-BBOB/Example_MABBOB.ipynb</a></td>
<td>IOHprofiler experimenter framework | Example notebook for MA-BBOB in IOHexperimenter</td>
<td></td>
<td></td>
<td></td>
Expand Down Expand Up @@ -1030,7 +1030,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>gen_randoptgen</td>
<td>RandOptGen</td>
<td>Generator</td>
<td>continuous | integer | binary</td>
<td>binary | integer | continuous</td>
<td>>=3</td>
<td>[1, 10, 2, 3, 4, 5, 6, 7, 8, 9]</td>
<td></td>
Expand Down Expand Up @@ -1194,7 +1194,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_amvop</td>
<td>AMVOP</td>
<td>Suite</td>
<td>continuous | integer | categorical</td>
<td>categorical | integer | continuous</td>
<td>>=3</td>
<td>1</td>
<td></td>
Expand Down Expand Up @@ -1317,7 +1317,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_bbob_biobj_mixint</td>
<td>BBOB-biobj-mixint</td>
<td>Suite</td>
<td>integer | continuous</td>
<td>continuous | integer</td>
<td>10-320</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -1440,7 +1440,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_bbob_mixint</td>
<td>BBOB-mixint</td>
<td>Suite</td>
<td>integer | continuous</td>
<td>continuous | integer</td>
<td>10-320</td>
<td>1</td>
<td></td>
Expand Down Expand Up @@ -1833,11 +1833,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>>=1</td>
<td></td>
<td>CEC2022 reference code | IOHexperimenter</td>
<td>IOHexperimenter | CEC2022 reference code</td>
<td>C++/Python</td>
<td></td>
<td><a href="https://github.com/P-N-Suganthan/2022-SO-BO">https://github.com/P-N-Suganthan/2022-SO-BO</a> | <a href="https://github.com/IOHprofiler/IOHexperimenter">https://github.com/IOHprofiler/IOHexperimenter</a></td>
<td>Suganthan's reference implementation | IOHprofiler experimenter framework</td>
<td><a href="https://github.com/IOHprofiler/IOHexperimenter">https://github.com/IOHprofiler/IOHexperimenter</a> | <a href="https://github.com/P-N-Suganthan/2022-SO-BO">https://github.com/P-N-Suganthan/2022-SO-BO</a></td>
<td>IOHprofiler experimenter framework | Suganthan's reference implementation</td>
<td></td>
<td></td>
<td></td>
Expand Down Expand Up @@ -1876,7 +1876,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>CFD test problem suite</td>
<td></td>
<td>{'30s', '15m'}</td>
<td>{'15m', '30s'}</td>
<td><a href="https://bitbucket.org/arahat/cfd-test-problem-suite">https://bitbucket.org/arahat/cfd-test-problem-suite</a></td>
<td>Expensive real-world CFD-based test problems</td>
<td></td>
Expand All @@ -1891,7 +1891,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_cre</td>
<td>CRE</td>
<td>Suite</td>
<td>integer | continuous</td>
<td>continuous | integer</td>
<td>6-14</td>
<td>[2, 3, 4, 5]</td>
<td></td>
Expand Down Expand Up @@ -1932,7 +1932,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_cuter</td>
<td>CUTEr</td>
<td>Suite</td>
<td>continuous | integer | binary</td>
<td>binary | integer | continuous</td>
<td>>=3</td>
<td>1</td>
<td></td>
Expand Down Expand Up @@ -1973,11 +1973,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_cutest</td>
<td>CUTEst</td>
<td>Suite</td>
<td>continuous | integer | binary</td>
<td>binary | integer | continuous</td>
<td>>=3</td>
<td>1</td>
<td></td>
<td>box | unknown</td>
<td>unknown | box</td>
<td>>=2</td>
<td></td>
<td></td>
Expand Down Expand Up @@ -2178,11 +2178,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_expobench</td>
<td>EXPObench</td>
<td>Suite</td>
<td>categorical | integer | continuous</td>
<td>continuous | integer | categorical</td>
<td>30-405</td>
<td>1</td>
<td>noisy</td>
<td>box | unknown</td>
<td>unknown | box</td>
<td>>=2</td>
<td></td>
<td>["observational", "real-life"]</td>
Expand All @@ -2204,7 +2204,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>10-135</td>
<td>EXPObench</td>
<td>Python</td>
<td>{'2 seconds', '80 seconds'}</td>
<td>{'80 seconds', '2 seconds'}</td>
<td><a href="https://github.com/AlgTUDelft/ExpensiveOptimBenchmark">https://github.com/AlgTUDelft/ExpensiveOptimBenchmark</a></td>
<td>EXPensive Optimization benchmark library (wind farm layout, gas filter design, pipe shape, hyperparameter tuning, hospital simulation)</td>
<td></td>
Expand Down Expand Up @@ -2245,7 +2245,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>coco-gbea</td>
<td></td>
<td>{'34 seconds', '5 seconds'}</td>
<td>{'5 seconds', '34 seconds'}</td>
<td><a href="https://github.com/ttusar/coco-gbea">https://github.com/ttusar/coco-gbea</a></td>
<td>Game-Benchmark for Evolutionary Algorithms (COCO fork)</td>
<td></td>
Expand Down Expand Up @@ -2325,11 +2325,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>>=1</td>
<td></td>
<td>GNBG-II | IOHGNBG</td>
<td>IOHGNBG | GNBG-II</td>
<td></td>
<td></td>
<td><a href="https://github.com/rohitsalgotra/GNBG-II">https://github.com/rohitsalgotra/GNBG-II</a> | <a href="https://github.com/IOHprofiler/IOHGNBG">https://github.com/IOHprofiler/IOHGNBG</a></td>
<td>Generalized Numerical Benchmark Generator version 2 | IOHprofiler version of GNBG</td>
<td><a href="https://github.com/IOHprofiler/IOHGNBG">https://github.com/IOHprofiler/IOHGNBG</a> | <a href="https://github.com/rohitsalgotra/GNBG-II">https://github.com/rohitsalgotra/GNBG-II</a></td>
<td>IOHprofiler version of GNBG | Generalized Numerical Benchmark Generator version 2</td>
<td></td>
<td></td>
<td></td>
Expand Down Expand Up @@ -2424,7 +2424,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_l1_zdt</td>
<td>L1-ZDT</td>
<td>Suite</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -2506,7 +2506,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_l2_zdt</td>
<td>L2-ZDT</td>
<td>Suite</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -2588,7 +2588,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_l3_zdt</td>
<td>L3-ZDT</td>
<td>Suite</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -2696,7 +2696,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>MECHBench</td>
<td>Python</td>
<td>{'7 minutes', '1 minute'}</td>
<td>{'1 minute', '7 minutes'}</td>
<td><a href="https://github.com/BayesOptApp/MECHBench">https://github.com/BayesOptApp/MECHBench</a></td>
<td>Structural mechanics design optimization benchmark</td>
<td></td>
Expand Down Expand Up @@ -3080,7 +3080,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_rwmvop</td>
<td>RWMVOP</td>
<td>Suite</td>
<td>continuous | integer | categorical</td>
<td>categorical | integer | continuous</td>
<td>>=3</td>
<td>1</td>
<td></td>
Expand Down Expand Up @@ -3270,7 +3270,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>TulipaEnergyModel.jl</td>
<td>Julia / JuMP</td>
<td>{'hours', 'minutes'}</td>
<td>{'minutes', 'hours'}</td>
<td><a href="https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/">https://tulipaenergy.github.io/TulipaEnergyModel.jl/stable/</a> | <a href="https://github.com/TulipaEnergy/Tulipa-OBZ-CaseStudy">https://github.com/TulipaEnergy/Tulipa-OBZ-CaseStudy</a></td>
<td>Large linear program for optimal investment and operation of energy systems</td>
<td></td>
Expand Down Expand Up @@ -3367,7 +3367,7 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>suite_zdt</td>
<td>ZDT</td>
<td>Suite</td>
<td>continuous | binary</td>
<td>binary | continuous</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down
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