Working on the Structural Components of Evolutionary Approaches
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Date
2024-11-20
Authors
Tzanetos, Alexandros
Kůdela, Jakub
ORCID
0000-0002-4372-2105Advisor
Referee
Mark
Journal Title
Journal ISSN
Volume Title
Publisher
Science and Technology Publications, Lda
Altmetrics
Abstract
Several researchers have turned their attention to the structural components of Evolutionary Computation and Swarm Intelligence-oriented approaches. This direction offers various opportunities, such as developing automatic design and configuration frameworks and integrating operators and mechanisms addressing known limitations. This work lists recent operators and discusses promising mechanisms found in existing atureinspired approaches. It also discusses how these algorithmic components can be integrated into modular frameworks and how they can be assessed and benchmarked. The work aims to emphasize the importance of the research direction about nature-inspired mechanisms and operators in the Evolutionary Computation field.
Description
Citation
Proceedings of the 16th International Joint Conference on Computational Intelligence. 2024, p. 375-382.
https://www.scitepress.org/Link.aspx?doi=10.5220/0013083400003837
https://www.scitepress.org/Link.aspx?doi=10.5220/0013083400003837
Document type
Peer-reviewed
Document version
Published version
Date of access to the full text
Language of document
en
Study field
Comittee
Date of acceptance
Defence
Result of defence
Document licence
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
http://creativecommons.org/licenses/by-nc-nd/4.0/