Application of machine learning methods to the problem of agricultural facility location

Kutlimuratov, Yusup

Techscience.uz - техника фанлари долзарб масалалри · 2025-yil

Annotatsiya

This article examines the application of artificial intelligence methods to solving problems that arise when searching for solutions to multicriteria models used for analyzing and optimizing processes in various economic sectors. The study applies the Pareto Front Learning (PFL) method and evaluates its effectiveness in identifying Pareto-optimal solutions in multicriteria mathematical models, achieving their rapid and accurate approximation, and addressing resource allocation imbalances in agricultural facility location tasks. The results demonstrate that the practical implementation of this method enables the generation of high-quality solutions that closely approximate the true Pareto frontier.

Maqola ma’lumotlari
MualliflarKutlimuratov, Yusup
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-11-30
Jild3
Son11
Betlar24-31
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/ts-v3i11y2025no3
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/ts-v3i11y2025no3 · Maqolaning asl sahifasi

Kalit so‘zlar

multicriteria models, decision-making, artificial intelligence, Pareto frontier, HyperNetwork, optimal solution., koʻp mezonli modellar, qaror qabul qilish, sun’iy intellekt, Pareto chegarasi, HyperNetwork, optimal yechim.

Ilmiy soha

Texnika

Iqtibos keltirish

APAKutlimuratov, Yusup (2025). APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION. Techscience.uz - техника фанлари долзарб масалалри, 3(11), 24-31. https://doi.org/10.47390/ts-v3i11y2025no3
GOST (OAK)Kutlimuratov, Yusup APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 11. – P. 24-31. – DOI: 10.47390/ts-v3i11y2025no3.
MLAKutlimuratov, Yusup. “APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION.” Techscience.uz - техника фанлари долзарб масалалри, 3(11), 24-31, 2025. https://doi.org/10.47390/ts-v3i11y2025no3
ChicagoKutlimuratov, Yusup. “APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION.” Techscience.uz - техника фанлари долзарб масалалри, 3(11), 24-31 (2025). https://doi.org/10.47390/ts-v3i11y2025no3
HarvardKutlimuratov, Yusup (2025) ‘APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION’, Techscience.uz - техника фанлари долзарб масалалри, 3(11), 24-31. https://doi.org/10.47390/ts-v3i11y2025no3
BibTeX
@article{kutlimuratovyusup2025,
  title = {APPLICATION OF MACHINE LEARNING METHODS TO THE PROBLEM OF AGRICULTURAL FACILITY LOCATION},
  author = {Kutlimuratov, Yusup},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {11},
  pages = {24-31},
  doi = {10.47390/ts-v3i11y2025no3},
  url = {https://doi.org/10.47390/ts-v3i11y2025no3}
}

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