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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...
Autores principales: | , , , , , |
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Lenguaje: | eng |
Publicado: |
Springer
2017
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-49325-1 http://cds.cern.ch/record/2262898 |
_version_ | 1780954155812126720 |
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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. |
id | cern-2262898 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2017 |
publisher | Springer |
record_format | invenio |
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 |