Computational complexity analysis of ant colony clustering algorithms: Application to student's grouping problem

M Chniter, A Abid, I Kallel… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The task of assessing, grouping and arranging data into meaningful groups or clusters
based on their similarities/dissimilarities measures known as cluster analysis. Thereby, there …

Evolutionary Approaches to the Identification of Dynamic Processes in the Form of Differential Equations and Their Systems

T Karaseva, E Semenkin - Algorithms, 2022 - mdpi.com
Evolutionary approaches are widely applied in solving various types of problems. The paper
considers the application of EvolODE and EvolODES approaches to the identification of …

A genetic algorithm with greedy crossover and elitism for capacity planning

L Kazakovtsev, E Kovlovskaya… - Facta Universitatis …, 2022 - casopisi.junis.ni.ac.rs
We propose a modification to the genetic algorithm with greedy agglomerative crossover
operator for the problem of scheduling product types at the facilities of the metal or plastic …

[PDF][PDF] HYBRID ALGORITHMS WITH ALTERNATIVE EMBEDDED LOCAL SEARCH SCHEMES FOR THE P-MEDIAN PROBLEM.

N Rezova, L Kazakovtsev, I Rozhnov… - International Journal on …, 2023 - ijits-bg.com
Progress in the development of location theory and clustering methods is mainly aimed at
improving the performance of algorithms. We study the continuous p-median problem with …

A (1+ λ) evolutionary algorithm with the greedy agglomerative mutation for p-median problems

L Kazakovtsev, I Rozhnov… - AIP Conference …, 2023 - pubs.aip.org
We consider the continuous p-median problem which is a popular mathematical model for
both facility location and cluster analysis. For the p-median problems as well as very similar …

Features of the mutation operator for the problems of automatic grouping of objects

VL Kazakovtsev… - American Institute of …, 2024 - ui.adsabs.harvard.edu
This article explores the applicability of some special mutation operators in 1+ λ evolutionary
algorithms for the clustering problem. Authors used minimum spanning tree dataset …

[PDF][PDF] О применении одного подхода для обработки данных большой размерности

ИП Рожнов, ЛА Казаковцев, НЛ Резова - ПРОБЛЕМЫ СОВРЕМЕННОЙ …, 2021 - kgau.ru
УДК 519.6 О ПРИМЕНЕНИИ ОДНОГО ПОДХОДА ДЛЯ ОБРАБОТКИ ДАННЫХ БОЛЬШОЙ
РАЗМ Page 1 УДК 519.6 О ПРИМЕНЕНИИ ОДНОГО ПОДХОДА ДЛЯ ОБРАБОТКИ ДАННЫХ …

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ

ВЛ КАЗАКОВЦЕВ, ДВ СТАШКОВ, ИП РОЖНОВ… - СИСТЕМЫ … - elibrary.ru
Статья посвящена исследованию применимости 1+ λ эволюционных алгоритмов с
использованием особых операций мутации и начального разбиения с использованием …