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An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms

Leonardo Lucio Custode Orcid Logo, Fabio Caraffini Orcid Logo, Anil Yaman Orcid Logo, Giovanni Iacca Orcid Logo

Proceedings of the Genetic and Evolutionary Computation Conference Companion

Swansea University Author: Fabio Caraffini Orcid Logo

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DOI (Published version): 10.1145/3638530.3664163

Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion
Published: New York, NY, USA ACM 2024
Online Access: http://dx.doi.org/10.1145/3638530.3664163
URI: https://cronfa.swan.ac.uk/Record/cronfa67311
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first_indexed 2024-08-02T21:44:58Z
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spelling v2 67311 2024-08-02 An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms d0b8d4e63d512d4d67a02a23dd20dfdb 0000-0001-9199-7368 Fabio Caraffini Fabio Caraffini true false 2024-08-02 MACS Conference Paper/Proceeding/Abstract Proceedings of the Genetic and Evolutionary Computation Conference Companion ACM New York, NY, USA 14 7 2024 2024-07-14 10.1145/3638530.3664163 http://dx.doi.org/10.1145/3638530.3664163 COLLEGE NANME Mathematics and Computer Science School COLLEGE CODE MACS Swansea University Another institution paid the OA fee 2024-08-07T13:15:05.5772743 2024-08-02T22:42:19.3768341 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Leonardo Lucio Custode 0000-0002-1652-1690 1 Fabio Caraffini 0000-0001-9199-7368 2 Anil Yaman 0000-0003-1379-3778 3 Giovanni Iacca 0000-0001-9723-1830 4
title An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
spellingShingle An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
Fabio Caraffini
title_short An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
title_full An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
title_fullStr An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
title_full_unstemmed An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
title_sort An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
author_id_str_mv d0b8d4e63d512d4d67a02a23dd20dfdb
author_id_fullname_str_mv d0b8d4e63d512d4d67a02a23dd20dfdb_***_Fabio Caraffini
author Fabio Caraffini
author2 Leonardo Lucio Custode
Fabio Caraffini
Anil Yaman
Giovanni Iacca
format Conference Paper/Proceeding/Abstract
container_title Proceedings of the Genetic and Evolutionary Computation Conference Companion
publishDate 2024
institution Swansea University
doi_str_mv 10.1145/3638530.3664163
publisher ACM
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
url http://dx.doi.org/10.1145/3638530.3664163
document_store_str 0
active_str 0
published_date 2024-07-14T13:15:04Z
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score 11.028798

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