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Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers
This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing...
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Lenguaje: | eng |
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Springer
2020
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-030-53552-0 http://cds.cern.ch/record/2727148 |
_version_ | 1780966289414553600 |
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author | Kotsireas, Ilias Pardalos, Panos |
author_facet | Kotsireas, Ilias Pardalos, Panos |
author_sort | Kotsireas, Ilias |
collection | CERN |
description | This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components. Due to the COVID-19 pandemic, LION 14 was not held as a physical meeting. . |
id | cern-2727148 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2020 |
publisher | Springer |
record_format | invenio |
spelling | cern-27271482021-04-22T06:30:25Zdoi:10.1007/978-3-030-53552-0http://cds.cern.ch/record/2727148engKotsireas, IliasPardalos, PanosLearning and Intelligent Optimization : 14th International Conference : Revised Selected PapersMathematical Physics and MathematicsThis book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components. Due to the COVID-19 pandemic, LION 14 was not held as a physical meeting. .Springeroai:cds.cern.ch:27271482020 |
spellingShingle | Mathematical Physics and Mathematics Kotsireas, Ilias Pardalos, Panos Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title | Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title_full | Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title_fullStr | Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title_full_unstemmed | Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title_short | Learning and Intelligent Optimization : 14th International Conference : Revised Selected Papers |
title_sort | learning and intelligent optimization : 14th international conference : revised selected papers |
topic | Mathematical Physics and Mathematics |
url | https://dx.doi.org/10.1007/978-3-030-53552-0 http://cds.cern.ch/record/2727148 |
work_keys_str_mv | AT kotsireasilias learningandintelligentoptimization14thinternationalconferencerevisedselectedpapers AT pardalospanos learningandintelligentoptimization14thinternationalconferencerevisedselectedpapers |