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Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies

The aim of this paper is to optimize the thickness variation function of simply supported and cantilever beams, in terms of maximizing gaps between chosen neighboring frequencies, and to analyze the obtained results. The optimization results are examined in terms of achieving the objective function...

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Detalles Bibliográficos
Autores principales: Domagalski, Łukasz, Kowalczyk, Izabela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381382/
https://www.ncbi.nlm.nih.gov/pubmed/37512237
http://dx.doi.org/10.3390/ma16144963
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author Domagalski, Łukasz
Kowalczyk, Izabela
author_facet Domagalski, Łukasz
Kowalczyk, Izabela
author_sort Domagalski, Łukasz
collection PubMed
description The aim of this paper is to optimize the thickness variation function of simply supported and cantilever beams, in terms of maximizing gaps between chosen neighboring frequencies, and to analyze the obtained results. The optimization results are examined in terms of achieving the objective function (related to eigenvalue problems), but also in terms of their dynamic stiffness (forced vibrations excited by a point harmonic load). In the optimization process, a genetic algorithm was used. Problems related to structural dynamics were solved by FEM implementation into the algorithm. Sample results were presented, and the developed algorithm was analyzed in terms of the results convergence by examining several variable parameters. The authors demonstrated the validity of applying the described optimization tool to the presented problems. Conclusions were drawn regarding the correlation between stiffness and mass distribution in the optimized beams and the natural frequency modes in terms of which they were optimized.
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spelling pubmed-103813822023-07-29 Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies Domagalski, Łukasz Kowalczyk, Izabela Materials (Basel) Article The aim of this paper is to optimize the thickness variation function of simply supported and cantilever beams, in terms of maximizing gaps between chosen neighboring frequencies, and to analyze the obtained results. The optimization results are examined in terms of achieving the objective function (related to eigenvalue problems), but also in terms of their dynamic stiffness (forced vibrations excited by a point harmonic load). In the optimization process, a genetic algorithm was used. Problems related to structural dynamics were solved by FEM implementation into the algorithm. Sample results were presented, and the developed algorithm was analyzed in terms of the results convergence by examining several variable parameters. The authors demonstrated the validity of applying the described optimization tool to the presented problems. Conclusions were drawn regarding the correlation between stiffness and mass distribution in the optimized beams and the natural frequency modes in terms of which they were optimized. MDPI 2023-07-12 /pmc/articles/PMC10381382/ /pubmed/37512237 http://dx.doi.org/10.3390/ma16144963 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Domagalski, Łukasz
Kowalczyk, Izabela
Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title_full Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title_fullStr Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title_full_unstemmed Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title_short Genetic Algorithm Optimization of Beams in Terms of Maximizing Gaps between Adjacent Frequencies
title_sort genetic algorithm optimization of beams in terms of maximizing gaps between adjacent frequencies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381382/
https://www.ncbi.nlm.nih.gov/pubmed/37512237
http://dx.doi.org/10.3390/ma16144963
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