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<titleInfo><title>Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination</title></titleInfo>





<name type="personal">
  <namePart type="given">Carolin</namePart>
  <namePart type="family">Mensendiek</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">75006</identifier></name>
<name type="personal">
  <namePart type="given">Oliver Ludger</namePart>
  <namePart type="family">Preuß</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">102978</identifier><description xsi:type="identifierDefinition" type="orcid">0009-0008-9308-2418</description></name>
<name type="personal">
  <namePart type="given">Jeroen</namePart>
  <namePart type="family">Rook</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">102977</identifier></name>
<name type="personal">
  <namePart type="given">Francisco</namePart>
  <namePart type="family">Chicano</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Darrell</namePart>
  <namePart type="family">Whitley</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Heike</namePart>
  <namePart type="family">Trautmann</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">100740</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0002-9788-8282</description></name>



<name type="personal"><namePart type="given">Leonardo</namePart><namePart type="family">Trujillo</namePart>
  <role> <roleTerm type="text">editor</roleTerm> </role></name>
<name type="personal"><namePart type="given">Ting</namePart><namePart type="family">Hu</namePart>
  <role> <roleTerm type="text">editor</roleTerm> </role></name>




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<originInfo><publisher>ACM</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</title></titleInfo><identifier type="doi">10.1145/3795095.3805136</identifier>
<part><extent unit="pages">134–142</extent>
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<short>C. Mensendiek, O.L. Preuß, J. Rook, F. Chicano, D. Whitley, H. Trautmann, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 134–142.</short>
<chicago>Mensendiek, Carolin, Oliver Ludger Preuß, Jeroen Rook, Francisco Chicano, Darrell Whitley, and Heike Trautmann. “Digging to the Ground Truth: Solving Multi-Objective Gray-Box Optimization Problems through Hyperplane Elimination.” In &lt;i&gt;Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026&lt;/i&gt;, edited by Leonardo Trujillo and Ting Hu, 134–142. ACM, 2026. &lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;https://doi.org/10.1145/3795095.3805136&lt;/a&gt;.</chicago>
<ieee>C. Mensendiek, O. L. Preuß, J. Rook, F. Chicano, D. Whitley, and H. Trautmann, “Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination,” in &lt;i&gt;Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026&lt;/i&gt;, 2026, pp. 134–142, doi: &lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;10.1145/3795095.3805136&lt;/a&gt;.</ieee>
<apa>Mensendiek, C., Preuß, O. L., Rook, J., Chicano, F., Whitley, D., &amp;#38; Trautmann, H. (2026). Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination. In L. Trujillo &amp;#38; T. Hu (Eds.), &lt;i&gt;Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026&lt;/i&gt; (pp. 134–142). ACM. &lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;https://doi.org/10.1145/3795095.3805136&lt;/a&gt;</apa>
<bibtex>@inproceedings{Mensendiek_Preuß_Rook_Chicano_Whitley_Trautmann_2026, title={Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination}, DOI={&lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;10.1145/3795095.3805136&lt;/a&gt;}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026}, publisher={ACM}, author={Mensendiek, Carolin and Preuß, Oliver Ludger and Rook, Jeroen and Chicano, Francisco and Whitley, Darrell and Trautmann, Heike}, editor={Trujillo, Leonardo and Hu, Ting}, year={2026}, pages={134–142} }</bibtex>
<ama>Mensendiek C, Preuß OL, Rook J, Chicano F, Whitley D, Trautmann H. Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination. In: Trujillo L, Hu T, eds. &lt;i&gt;Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026&lt;/i&gt;. ACM; 2026:134–142. doi:&lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;10.1145/3795095.3805136&lt;/a&gt;</ama>
<mla>Mensendiek, Carolin, et al. “Digging to the Ground Truth: Solving Multi-Objective Gray-Box Optimization Problems through Hyperplane Elimination.” &lt;i&gt;Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026&lt;/i&gt;, edited by Leonardo Trujillo and Ting Hu, ACM, 2026, pp. 134–142, doi:&lt;a href=&quot;https://doi.org/10.1145/3795095.3805136&quot;&gt;10.1145/3795095.3805136&lt;/a&gt;.</mla>
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