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EVOLVE

This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering th...

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Detalles Bibliográficos
Autores principales: Emmerich, Michael, Deutz, André, Schütze, Oliver, Legrand, Pierrick, Tantar, Emilia, Tantar, Alexandru-Adrian
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-49325-1
http://cds.cern.ch/record/2262898
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author Emmerich, Michael
Deutz, André
Schütze, Oliver
Legrand, Pierrick
Tantar, Emilia
Tantar, Alexandru-Adrian
author_facet Emmerich, Michael
Deutz, André
Schütze, Oliver
Legrand, Pierrick
Tantar, Emilia
Tantar, Alexandru-Adrian
author_sort Emmerich, Michael
collection CERN
description This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
publisher Springer
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spelling cern-22628982021-04-22T06:36:55Zdoi:10.1007/978-3-319-49325-1http://cds.cern.ch/record/2262898engEmmerich, MichaelDeutz, AndréSchütze, OliverLegrand, PierrickTantar, EmiliaTantar, Alexandru-AdrianEVOLVEEngineeringThis book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.Springeroai:cds.cern.ch:22628982017
spellingShingle Engineering
Emmerich, Michael
Deutz, André
Schütze, Oliver
Legrand, Pierrick
Tantar, Emilia
Tantar, Alexandru-Adrian
EVOLVE
title EVOLVE
title_full EVOLVE
title_fullStr EVOLVE
title_full_unstemmed EVOLVE
title_short EVOLVE
title_sort evolve
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-49325-1
http://cds.cern.ch/record/2262898
work_keys_str_mv AT emmerichmichael evolve
AT deutzandre evolve
AT schutzeoliver evolve
AT legrandpierrick evolve
AT tantaremilia evolve
AT tantaralexandruadrian evolve