Article

SUN'IY NEYRON TARMOQLAR YORDAMIDA DIFFERENSIAL TENGLAMALAR YECHIMINING SONLI MODELLARI

Inomova, Ozodaxon Shavkatjon qiziNamangan Davlat Unversiteti talabasi

Zenodo (CERN European Organization for Nuclear Research)repository2025uz

ABI

Abstract

Ushbu maqolada differensial tenglamalarni yechishning an’anaviy sonli usullaridan farqli ravishda, sun’iy neyron tarmoqlarga (ANN) asoslangan yondashuv taklif etiladi. Neyron tarmoqlar yordamida differensial tenglamaning yechimini yaqinlashgan holda topish mumkinligi ko‘rsatildi. Tadqiqot davomida Runge–Kutta (4-tartibli) usuli orqali olingan natijalar bilan neyron tarmoq yechimlari solishtirildi. Natijalar shuni ko‘rsatadiki, neyron tarmoqlar differensial tenglamalarni yechishda aniqlik va tezlik jihatidan afzalliklarga ega.

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Topics

Fractional Differential Equations Solutions Mathematical functions and polynomials Advanced Computational Techniques in Science and Engineering

Identifiers

DOI: 10.5281/zenodo.17781249

Citations and references

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