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Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)

Authors: Benajmin Doerr, Nikolaus Hansen, Christian Igel, and Lothar Thiele

Published in: Dagstuhl Reports, Volume 5, Issue 5 (2016)

Abstract

This report documents the talks and discussions at the Dagstuhl Seminar 15211 "Theory of Evolutionary Algorithms". This seminar, now in its 8th edition, is the main meeting point of the highly active theory of randomized search heuristics subcommunities in Australia, Asia, North America, and Europe. Topics intensively discussed include rigorous runtime analysis and computational complexity theory for randomised search heuristics, information geometry of randomised search, and synergies between the theory of evolutionary algorithms and theories of natural evolution.

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Benajmin Doerr, Nikolaus Hansen, Christian Igel, and Lothar Thiele. Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211). In Dagstuhl Reports, Volume 5, Issue 5, pp. 57-91, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)

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@Article{doerr_et_al:DagRep.5.5.57,
  author =	{Doerr, Benajmin and Hansen, Nikolaus and Igel, Christian and Thiele, Lothar},
  title =	{{Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)}},
  pages =	{57--91},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2016},
  volume =	{5},
  number =	{5},
  editor =	{Doerr, Benajmin and Hansen, Nikolaus and Igel, Christian and Thiele, Lothar},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.5.57},
  URN =		{urn:nbn:de:0030-drops-54022},
  doi =		{10.4230/DagRep.5.5.57},
  annote =	{Keywords: evolutionary algorithms, black-box optimization, randomized search heuristics, algorithms, artificial intelligence}
}

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DOI: 10.4230/DagRep.3.7.1

Theory of Evolutionary Algorithms (Dagstuhl Seminar 13271)

Authors: Benjamin Doerr, Nikolaus Hansen, Jonathan L. Shapiro, and L. Darrell Whitley

Published in: Dagstuhl Reports, Volume 3, Issue 7 (2013)

Abstract

This report documents the talks and discussions of Dagstuhl Seminar 13271 "Theory of Evolutionary Algorithms". This seminar, now in its 7th edition, is the main meeting point of the highly active theory of randomized search heuristics subcommunities in Australia, Asia, North America and Europe. Topics intensively discussed include a complexity theory for randomized search heuristics, evolutionary computation in noisy settings, the drift analysis technique, and parallel evolutionary computation.

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Benjamin Doerr, Nikolaus Hansen, Jonathan L. Shapiro, and L. Darrell Whitley. Theory of Evolutionary Algorithms (Dagstuhl Seminar 13271). In Dagstuhl Reports, Volume 3, Issue 7, pp. 1-28, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2013)

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@Article{doerr_et_al:DagRep.3.7.1,
  author =	{Doerr, Benjamin and Hansen, Nikolaus and Shapiro, Jonathan L. and Whitley, L. Darrell},
  title =	{{Theory of Evolutionary Algorithms (Dagstuhl Seminar 13271)}},
  pages =	{1--28},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2013},
  volume =	{3},
  number =	{7},
  editor =	{Doerr, Benjamin and Hansen, Nikolaus and Shapiro, Jonathan L. and Whitley, L. Darrell},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.3.7.1},
  URN =		{urn:nbn:de:0030-drops-42603},
  doi =		{10.4230/DagRep.3.7.1},
  annote =	{Keywords: evolutionary algorithms, optimization, search heuristics, algorithms, artificial intelligence}
}

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Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)

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Theory of Evolutionary Algorithms (Dagstuhl Seminar 13271)

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