ARTIFICIAL INTELLIGENCE APPLICATIONS IN ENSURING STABILITY OF COMPLEX ECONOMIC AND TECHNICAL SYSTEMS: A MULTI- SECTORAL ANALYSIS
Keywords:
Kalit so‘zlar: sun’iy intellekt, bank tizimi barqarorligi, energiya tarmoqlari barqarorligini baholash, qayta tiklanuvchi energiya integratsiyasi, barqaror oziq-ovqat qayta ishlash.Abstract
Annotatsiya
Ushbu tadqiqot sun’iy intellektning bank sektori, elektr energetika tizimlari va
oziq-ovqat sanoati kabi uchta asosiy sohada barqarorlik, samaradorlik hamda barqaror
rivojlanishni ta’minlashdagi kengayib borayotgan roliga oid ilmiy ma’lumotlarni
umumlashtirishga qaratilgan. 29 ta rivojlangan iqtisodiyot bo‘yicha 2017–2021 yillar
panel ma’lumotlari asosida SI joriy etilishi bank tizimi barqarorligini sezilarli darajada
oshirishi aniqlangan, ayniqsa kapital yetarliligi 7,95% me’yoriy ko‘rsatkichdan
oshganida bu ta’sir yanada kuchayadi. Elektr energetika tizimlarida SI asosidagi
usullar — xususan, konvolyutsion neyron tarmoqlari — tarmoq barqarorligini
baholashda an’anaviy yondashuvlarga nisbatan yuqori samaradorlik ko‘rsatib, 92%
aniqlikka erishgan. Oziq-ovqat sanoatida SI va qayta tiklanadigan energiya
texnologiyalarining integratsiyasi energiya sarfini optimallashtiradi, sifat nazoratini
kuchaytiradi va ekologik jihatdan barqaror ishlab chiqarishni qo‘llab-quvvatlaydi.
2015–2025 yillarda chop etilgan 827 ta ilmiy manbani bibliometrik tahlil qilish
natijalari ushbu yo‘nalishdagi fanlararo tadqiqotlar jadal o‘sayotganini ko‘rsatadi.
Umuman olganda, ushbu ish sun’iy intellektning murakkab iqtisodiy va texnologik
tizimlarda barqarorlik va operatsion samaradorlikni oshirishdagi transformatsion
salohiyatini yoritib beradi hamda mustahkam tartibga solish, uzoq muddatli strategik
rejalashtirish va SI joriy etishning standartlashtirilgan yondashuvlarini ishlab chiqish
zarurligini ta’kidlaydi.
References
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