REGULATION OF THE TRANSPORT SYSTEM BASED ON THE KOHONEN ALGORITHM

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Djurayev Sherzod Sobirjonovich
Fayzullayev Dedaxuja Zokirjon o`g`li

Abstract

Efficient regulation of transport systems is essential for minimizing congestion and ensuring smooth traffic flow. Traditional traffic regulation methods often rely on fixed signal timings, which may not adapt well to changing traffic conditions. In recent years, intelligent algorithms, such as the Kohonen algorithm (self-organizing map or SOM), have emerged as promising solutions for dynamically regulating transport systems. This article provides an overview of the Kohonen algorithm's mathematical expression and explores its potential applications in transport system regulation.

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How to Cite
Djurayev Sherzod Sobirjonovich, & Fayzullayev Dedaxuja Zokirjon o`g`li. (2023). REGULATION OF THE TRANSPORT SYSTEM BASED ON THE KOHONEN ALGORITHM. Galaxy International Interdisciplinary Research Journal, 11(10), 32–37. Retrieved from https://giirj.com/index.php/giirj/article/view/5751
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References

Барский А.Б. Нейронные сети: распознавание, управление, принятие решений. – М.: Финансы и статистика, 2004. – 176 с.

Каллан Роберт. Основные концепции нейронных сетей: Пер. с англ. – М.:Издательский дом «Вильямс», 2001.

Комарцова Л.Г., Максимов А.В. Нейрокомпьютеры: Учеб. пособие для вузов. – 2-е изд.,перераб. и доп. – М.: Изд-во МГТУ им. Н.Э. Баумана, 2004. – 400 с. Технические науки — от теории к практике № 11 (47), 2015 г. www.sibac.info

Мелихова О.А., Чумичев В.С., Джамбинов С.В., Гайдуков А.Б. Некоторые аспекты криптографического взлома и повышения надежности алгоритмов шифрования// Молодой ученный. – Казань, № 11(91), 2015. –С. 392–394.

Мелихова О.А. Приложение матлогики к проблемам моделирования// Известия ЮФУ. Технические науки. – Таганрог: Изд-во ТТИ ЮФУ, 2014. № 7(156). – С. 204–214.

Madaliyev , X. «Creation of interface through app design of matlab software for automatic determination of loads on roller machine worker shaft». Interpretation and Researches, т. 1, вып. 10, июнь 2023 г.,

Fayzullayev Dedakhuja Zokirjon oglu. (2022). Mexbios development studio software package for developing control programs and modeling electric drive systems. Web of Scientist: International Scientific Research Journal, 3(5), 1964–1967. https://doi.org/10.17605/OSF.IO/G9BF8

Ismonovich K. A., Abdusamatugli I. M. Modeling the Method of Linear Approximation of Signals in SPLC (Sensor Programmable Logic Controller) //International Journal on Orange Technologies. – 2021. – Т. 3. – №. 10. – С. 55-59.

Ismonovich K. A., Muhammadziyo I. Mathematical Modeling of Heat Flux Distribution in Raw Cotton Stored in Bunt //Engineering. – 2020. – Т. 12. – №. 8. – С. 591-599.