Epigenetic Modification of Genetic Algorithm

被引：2

作者：

Chrominski, Kornel ^{[1
]}

Tkacz, Magdalena ^{[1
]}

Boryczka, Mariusz ^{[1
]}

机构：

[1] Univ Silesia Katowice, Inst Comp Sci, Bedzinska 39, PL-40080 Sosnowiec, Poland

来源：

COMPUTATIONAL SCIENCE - ICCS 2020, PT II | 2020年 / 12138卷

关键词：

Genetic algorithms; Epigenetics; Knapsack problem;

D O I：

10.1007/978-3-030-50417-5_20

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

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.

引用

页码：267 / 278

页数：12

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