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feat: Add references to papers that use a problem #193

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feat: Add references to papers that use a problem
olafmersmann May 26, 2026
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chore: Auto-update HTML files
olafmersmann Jun 2, 2026
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9 changes: 7 additions & 2 deletions SCHEMA.md
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Expand Up @@ -262,13 +262,18 @@ constraints:
### Reference

Bibliographic pointer.
Requires either a `title` or a `link` and optionally a list of `authors`.
Requires either a `title` or a `link` and optionally a list of `authors` and the `type` of reference.
`type` can be one of
- **`"definition"`**: Defines or introduces a new thing (problem, algorithm, features, ...)
- **`"use"`**: Uses a problem
- **`"critique"`**: Discussed the suitability of a problem for some task or field

```yaml
references:
- title: "Evolutionsstrategie - Optimisierung technischer Systeme nach Prinzipien der biologischen Evolution"
authors:
authors:
- Ingo Rechenberg
type: definition
```

### Link
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62 changes: 31 additions & 31 deletions docs/index.html
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Expand Up @@ -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>binary | continuous</td>
<td>continuous | binary</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down Expand Up @@ -210,11 +210,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td>fn_emdo</td>
<td>Electric Motor Design Optimization</td>
<td>Problem</td>
<td>integer | continuous</td>
<td>continuous | integer</td>
<td>26</td>
<td>1</td>
<td>noisy</td>
<td>unknown | box</td>
<td>box | unknown</td>
<td>>=14</td>
<td></td>
<td>noisy</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>binary | continuous</td>
<td>continuous | binary</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>binary | continuous</td>
<td>continuous | binary</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>binary | continuous</td>
<td>continuous | binary</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>binary | continuous | integer</td>
<td>continuous | integer | binary</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>IOHGNBG | GNBG-II</td>
<td>GNBG-II | IOHGNBG</td>
<td></td>
<td></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><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></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>binary | continuous | integer</td>
<td>continuous | integer | binary</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>categorical | continuous | integer</td>
<td>continuous | integer | categorical</td>
<td>>=3</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>IOHexperimenter | CEC2022 reference code</td>
<td>CEC2022 reference code | IOHexperimenter</td>
<td>C++/Python</td>
<td></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><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></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>{'15m', '30s'}</td>
<td>{'30s', '15m'}</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 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>binary | continuous | integer</td>
<td>continuous | integer | binary</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>binary | continuous | integer</td>
<td>continuous | integer | binary</td>
<td>>=3</td>
<td>1</td>
<td></td>
<td>unknown | box</td>
<td>box | unknown</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>continuous | categorical | integer</td>
<td>categorical | integer | continuous</td>
<td>30-405</td>
<td>1</td>
<td>noisy</td>
<td>unknown | box</td>
<td>box | unknown</td>
<td>>=2</td>
<td></td>
<td>["observational", "real-life"]</td>
Expand Down Expand Up @@ -2325,11 +2325,11 @@ <h2>OPL &ndash; Optimisation problem library</h2>
<td></td>
<td>>=1</td>
<td></td>
<td>IOHGNBG | GNBG-II</td>
<td>GNBG-II | IOHGNBG</td>
<td></td>
<td></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><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></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>binary | continuous</td>
<td>continuous | binary</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>binary | continuous</td>
<td>continuous | binary</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>binary | continuous</td>
<td>continuous | binary</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>{'1 minute', '7 minutes'}</td>
<td>{'7 minutes', '1 minute'}</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>categorical | continuous | integer</td>
<td>continuous | integer | categorical</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>{'minutes', 'hours'}</td>
<td>{'hours', 'minutes'}</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>binary | continuous</td>
<td>continuous | binary</td>
<td>>=2</td>
<td>2</td>
<td></td>
Expand Down
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