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Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 25092)

Authors: Josu Ceberio Uribe, Benjamin Doerr, John McCall, Carsten Witt, and Marcus Schmidbauer

Published in: Dagstuhl Reports, Volume 15, Issue 2 (2025)


Abstract
The Dagstuhl Seminar 25092 "Estimation-of-Distribution Algorithms: Theory and Practice" took place on February 23-28, 2025. It brought together 25 international experts in estimation-of-distribution algorithms (EDAs) and related research areas. Their research focus ranged from theoretical aspects like mathematical runtime analyses to efficient solutions of real-world problems in industrial contexts. This report documents the program and the main outcomes of this fruitful seminar.

Cite as

Josu Ceberio Uribe, Benjamin Doerr, John McCall, Carsten Witt, and Marcus Schmidbauer. Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 25092). In Dagstuhl Reports, Volume 15, Issue 2, pp. 158-183, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2025)


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@Article{ceberiouribe_et_al:DagRep.15.2.158,
  author =	{Ceberio Uribe, Josu and Doerr, Benjamin and McCall, John and Witt, Carsten and Schmidbauer, Marcus},
  title =	{{Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 25092)}},
  pages =	{158--183},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2025},
  volume =	{15},
  number =	{2},
  editor =	{Ceberio Uribe, Josu and Doerr, Benjamin and McCall, John and Witt, Carsten and Schmidbauer, Marcus},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.15.2.158},
  URN =		{urn:nbn:de:0030-drops-230864},
  doi =		{10.4230/DagRep.15.2.158},
  annote =	{Keywords: estimation-of-distribution algorithms, heuristic search and optimization, machine learning, probabilistic model building}
}
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