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<titleInfo><title>Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances</title></titleInfo>





<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">Quentin</namePart>
  <namePart type="family">Renau</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">Emma</namePart>
  <namePart type="family">Hart</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>







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<originInfo><publisher>ACM</publisher><dateIssued encoding="w3cdtf">2025</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 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025</title></titleInfo><identifier type="doi">10.1145/3729878.3746615</identifier>
<part><extent unit="pages">262–272</extent>
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<apa>Rook, J., Renau, Q., Trautmann, H., &amp;#38; Hart, E. (2025). Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances. &lt;i&gt;Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025&lt;/i&gt;, 262–272. &lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;https://doi.org/10.1145/3729878.3746615&lt;/a&gt;</apa>
<ieee>J. Rook, Q. Renau, H. Trautmann, and E. Hart, “Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances,” in &lt;i&gt;Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025&lt;/i&gt;, 2025, pp. 262–272, doi: &lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;10.1145/3729878.3746615&lt;/a&gt;.</ieee>
<chicago>Rook, Jeroen, Quentin Renau, Heike Trautmann, and Emma Hart. “Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.” In &lt;i&gt;Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025&lt;/i&gt;, 262–272. ACM, 2025. &lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;https://doi.org/10.1145/3729878.3746615&lt;/a&gt;.</chicago>
<short>J. Rook, Q. Renau, H. Trautmann, E. Hart, in: Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025, ACM, 2025, pp. 262–272.</short>
<mla>Rook, Jeroen, et al. “Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.” &lt;i&gt;Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025&lt;/i&gt;, ACM, 2025, pp. 262–272, doi:&lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;10.1145/3729878.3746615&lt;/a&gt;.</mla>
<ama>Rook J, Renau Q, Trautmann H, Hart E. Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances. In: &lt;i&gt;Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025&lt;/i&gt;. ACM; 2025:262–272. doi:&lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;10.1145/3729878.3746615&lt;/a&gt;</ama>
<bibtex>@inproceedings{Rook_Renau_Trautmann_Hart_2025, title={Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances}, DOI={&lt;a href=&quot;https://doi.org/10.1145/3729878.3746615&quot;&gt;10.1145/3729878.3746615&lt;/a&gt;}, booktitle={Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025}, publisher={ACM}, author={Rook, Jeroen and Renau, Quentin and Trautmann, Heike and Hart, Emma}, year={2025}, pages={262–272} }</bibtex>
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