Cover Image

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...

Full description

Saved in:

Bibliographic Details
Date:	2025
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
Tags:	Add Tag No Tags, Be the first to tag this record!
Journal Title:	Problems in programming
Download file:

Institution

Problems in programming

Similar Items

Information threats and security services
by: Antonyuk, A.A., et al.
Published: (2015)

Approach to the building intelligent decision support systems on the basis of ontology
by: Lytvyn, V.V.
Published: (2025)

Information system for hostilities mechanized forces modelling based on ontology
by: Oborska, O.V.
Published: (2019)

Genetic algorithm for structural adaptation of sorting algorithms
by: Shinkarenko, V.I., et al.
Published: (2024)

Software package for adaptive training of robot controllers based on neural networks
by: Vitiuk, A.Y., et al.
Published: (2023)

Features of implementation of simulation processes based on DATA FARMING methodologies
by: Krikovlyuk, E.A., et al.
Published: (2015)

Novelty search in neuroevolution for end effector positioning
by: Vitiuk, A.Y., et al.
Published: (2023)

An approach for software white box testing with genetic algorithm
by: Slabospickaya, O.A., et al.
Published: (2018)

The role of the genetic abnormalities, epigenetic and microRNA in the prognosis of chronic lymphocytic leukemia
by: Tari, K., et al.
Published: (2018)

Recurrent neural network model for music generation
by: Komarskiy, O.C., et al.
Published: (2022)

DS-theory. Presentation of canonical algorithm by means of algorithmic language
by: Kolesnyk, V.G.
Published: (2017)

About the influence of features of fitness-functions on the convergence of the genetic algorithm
by: Lukianov, I.O., et al.
Published: (2020)

Optimization methods for face recognition algorithmes
by: Sitkov, I.P., et al.
Published: (2025)

SIMULTANEOUS ALLOCATION OF MULTIPLE DISTRIBUTED GENERATION AND CAPACITORS IN RADIAL NETWORK USING GENETIC-SALP SWARM ALGORITHM
by: Djabali, Chabane, et al.
Published: (2020)

Forecasting electrical energy consumption for 24 hours ahead at country scale
by: Doroshenko, A.Yu., et al.
Published: (2024)

Analysis of Genetic Algorithms for solving the 2D Orthogonal Strip Packing Problem
by: Glybovets, M.M., et al.
Published: (2018)

An evolutionary method for solving the traveling salesman problem
by: Oliinyk, A. О., et al.
Published: (2019)

Constructive-synthesizing modeling of the genetic algorithm chromosomes with encoded sorting algorithms
by: Shinkarenko, V.I., et al.
Published: (2025)

Adaptive discrete models of functionally represented object shapes
by: Choporov, S. V.
Published: (2019)

Adaptive discrete models of functionally represented object shapes
by: Choporov, S. V.
Published: (2019)

Neural networks’ learning process acceleration
by: Katerynych, L., et al.
Published: (2020)

A genetic method for solving the problem on educational classes scheduling
by: Федорченко, Є. М., et al.
Published: (2024)

Increasing the stability of RSA cryptoalgorithm by using genetic optimization of input message.
by: Pryimak, A. V., et al.
Published: (2019)

A CHROMOSOMAL-GENETIC THEORY OF ELECTROMECHANICAL SYSTEMS BY THE EXAMPLE OF ELECTROMECHANICAL DISINTEGRATORS
by: Lushchik, V. D.
Published: (2012)

Comparative analysis of numerical, evolutionary and metaheuristic methods for experimental implementation of selective harmonic elimination in a five-level emerging inverter
by: Naidji, M., et al.
Published: (2026)

Bicomponent sorting algorithms
by: Shynkarenko, V. I., et al.
Published: (2023)

Simulation of the autonomous maze navigation using the NEAT algorithm
by: Omelianenko, Ia.V.
Published: (2023)

Research of software solutions for forecasting electricity generation and consumption in Ukraine that are based on machine learning methods
by: Sinitsyn, I.P., et al.
Published: (2023)

System of classification for personnel selection based upon Ukrainian language ana-lyze
by: Zhezherun, O.P., et al.
Published: (2021)

Development of a genetic method for solution of routing problems with several transport
by: Федорченко, Є. М., et al.
Published: (2023)

Development of the intelligent control system of an unmanned car
by: Dakhno, N.B., et al.
Published: (2024)

Analysis of LPL gene expression in patients with chronic lymphocytic leukemia
by: Bilous, N., et al.
Published: (2023)

Some aspects of software engineering for AI-based systems
by: Liubchenko, V.V.
Published: (2023)

Features of constructing solutions of a genetic algorithm in the problem of recognizing patterns of pneumonia disease
by: Fedorchenko, Ye. M., et al.
Published: (2020)

Tools of investigation of time and functional efficiency of bionic algorithms for function optimization problems
by: Shynkarenko, V.I., et al.
Published: (2018)

MODELING OF PV MODULE CURRENT-VOLTAGE CHARACTERISTIC WITH VARIATIVE IDEALITY FACTOR AND REVERSE SATURATION CURRENT
by: Ivanchuk , V., et al.
Published: (2024)

Study of the efficiency of some deterministic preprocessing methods for sorting algorithms
by: Shynkarenko, V.I., et al.
Published: (2023)

Formal verification of deep neural networks
by: Panchuk, B.O.
Published: (2024)

Research and analysis of international and national approaches in building information security system in GRID
by: Borovska, O.M., et al.
Published: (2018)

Optimization of accurate estimation of single diode solar photovoltaic parameters and extraction of maximum power point under different conditions
by: Akbar, F., et al.
Published: (2021)