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
收藏
页码：267 / 278
页数：12
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