Epigenetic Modification of Genetic Algorithm

The article presents a new operation in the genetic algorithm. This operation mimics the epigenetic process of cytosine methylation. The Epigenetic processes have a huge impact on the functioning of living organisms, but have not yet been reflected in the operations of genetic algorithms. In a study...

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Autores principales: Chrominski, Kornel, Tkacz, Magdalena, Boryczka, Mariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302806/
http://dx.doi.org/10.1007/978-3-030-50417-5_20
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author Chrominski, Kornel
Tkacz, Magdalena
Boryczka, Mariusz
author_facet Chrominski, Kornel
Tkacz, Magdalena
Boryczka, Mariusz
author_sort Chrominski, Kornel
collection PubMed
description The article presents a new operation in the genetic algorithm. This operation mimics the epigenetic process of cytosine methylation. The Epigenetic processes have a huge impact on the functioning of living organisms, but have not yet been reflected in the operations of genetic algorithms. In a study on the evaluation of the operation mimics epigenetics process were used genetic algorithm for Knapsack issue.
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spelling pubmed-73028062020-06-19 Epigenetic Modification of Genetic Algorithm Chrominski, Kornel Tkacz, Magdalena Boryczka, Mariusz Computational Science – ICCS 2020 Article The article presents a new operation in the genetic algorithm. This operation mimics the epigenetic process of cytosine methylation. The Epigenetic processes have a huge impact on the functioning of living organisms, but have not yet been reflected in the operations of genetic algorithms. In a study on the evaluation of the operation mimics epigenetics process were used genetic algorithm for Knapsack issue. 2020-06-15 /pmc/articles/PMC7302806/ http://dx.doi.org/10.1007/978-3-030-50417-5_20 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Chrominski, Kornel
Tkacz, Magdalena
Boryczka, Mariusz
Epigenetic Modification of Genetic Algorithm
title Epigenetic Modification of Genetic Algorithm
title_full Epigenetic Modification of Genetic Algorithm
title_fullStr Epigenetic Modification of Genetic Algorithm
title_full_unstemmed Epigenetic Modification of Genetic Algorithm
title_short Epigenetic Modification of Genetic Algorithm
title_sort epigenetic modification of genetic algorithm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302806/
http://dx.doi.org/10.1007/978-3-030-50417-5_20
work_keys_str_mv AT chrominskikornel epigeneticmodificationofgeneticalgorithm
AT tkaczmagdalena epigeneticmodificationofgeneticalgorithm
AT boryczkamariusz epigeneticmodificationofgeneticalgorithm

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