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Synthesis of evolutionary mechanisms in the development of an adaptive optimization algorithm

The article develops an effective method for solving optimization problems based on the synthesis of evolution ary mechanisms of nature’s development, which are based on the principles of genetic search for the best solu tions. It analyzes evolutionary concepts of biological species development by s...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2025
Issue:3
Pages:53-65
ISSN:1727-4907
Author Affiliations:
  • Y.V. Ivanchuk — Vinnytsia National Technical University — ORCID: 0000-0002-4775-6505
  • O.O. Borysuk — Vinnytsia National Technical University
Keywords:еволюційний алгоритм, еволюційні методи оптимізації, адаптивна еволюція, алгоритм диференціальної еволюції, генетична оптимізація, еволюція, генетичний алгоритм, метод диференціальної еволюції, генетичний оптимізатор, диференціальна еволюція
Main Authors: Ivanchuk, Y.V., Borysuk, O.O.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2025
Subjects:
objective function
genetic algorithm
mutation
recombination
fitness
chromosome
generation
UDC 004.89:519.872
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/858
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/858

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