ALGORITHMS FOR USING EVALUATION METHODS IN DATABASE DESIGN

The increase in the volume of information leads to an increase in the technologies and research for their processing. The study proposes a parallel implementation technology for matching records with the same characteristics of the algorithm, and the sequence of solving the problem using genetic algorithms is presented. In the proposed algorithm, the selection and replacement stages are determined by the parallel increase in the fitness function using replacement with sets. A genetic algorithm model is presented for the file design problem and the method of encoding chromosomes is explained. The process of working with existing methods for constructing the fitness function is described. At the end of the study, the reliability of the proposed model and algorithms is proven using experimental results.

Authors

Publication Details

Journal
Ilmiy axborotnoma/Scientific Journal of Samarkand University
Published
2025-03-29
DOI
https://doi.org/10.59251/2181-1296.2025.v1.149.1.3167
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

ALGORITHMS FOR USING EVALUATION METHODS IN DATABASE DESIGN

M.K. Nurmamatov
Ilmiy axborotnoma/Scientific Journal of Samarkand University
Advanced Computational Techniques and Applications
article

ALGORITHMS FOR USING EVALUATION METHODS IN DATABASE DESIGN

M.K. Nurmamatov
article en

Abstract

The increase in the volume of information leads to an increase in the technologies and research for their processing. The study proposes a parallel implementation technology for matching records with the same characteristics of the algorithm, and the sequence of solving the problem using genetic algorithms is presented. In the proposed algorithm, the selection and replacement stages are determined by the parallel increase in the fitness function using replacement with sets. A genetic algorithm model is presented for the file design problem and the method of encoding chromosomes is explained. The process of working with existing methods for constructing the fitness function is described. At the end of the study, the reliability of the proposed model and algorithms is proven using experimental results.

Ilmiy axborotnoma/Scientific Journal of Samarkand UniversityVol. 1(1)
Openalex Percentile: Top 96%
Advanced Computational Techniques and Applications
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