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Epigenetic modification of genetic algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2020) 12138 LNCS 267-278
DOI: 10.1007/978-3-030-50417-5_20
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Abstract

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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Chrominski, K., Tkacz, M., & Boryczka, M. (2020). Epigenetic modification of genetic algorithm. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12138 LNCS, pp. 267–278). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-50417-5_20

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