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

Ceberio Uribe, Josu; Doerr, Benjamin; McCall, John; Witt, Carsten; Schmidbauer, Marcus

doi:10.4230/DagRep.15.2.158

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

Authors Josu Ceberio Uribe, Benjamin Doerr, John McCall, Carsten Witt, Marcus Schmidbauer and all authors of the abstracts in this report

Part of: Issue: Dagstuhl Reports, Volume 15, Issue 2
Part of: Volume: Dagstuhl Reports, Volume 15
Part of: Journal: Dagstuhl Reports (DagRep)
License: Creative Commons Attribution 4.0 International license
Publication Date: 2025-10-06

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DagRep.15.2.158.pdf

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Document Identifiers

DOI: 10.4230/DagRep.15.2.158
URN: urn:nbn:de:0030-drops-230864

Subject Classification

ACM Subject Classification

Computing methodologies → Search methodologies
Theory of computation → Design and analysis of algorithms

Keywords

estimation-of-distribution algorithms
heuristic search and optimization
machine learning
probabilistic model building

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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 Get BibTex

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) https://doi.org/10.4230/DagRep.15.2.158

Author Details

Josu Ceberio Uribe

University of the Basque Country - Donostia, ES

Benjamin Doerr

Ecole Polytechnique - Palaiseau, FR

John McCall

The Robert Gordon University - Aberdeen, GB

Carsten Witt

Technical University of Denmark - Lyngby, DK

Marcus Schmidbauer

Universität Passau, DE

and all authors of the abstracts in this report

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