SUN'IY INTELLEKTNING RIVOJLANISH BOSQICHLARI
Authors/Creators
- 1. Qarshi davlat texnika unversiteti, stajyor-o'qituvchi
Description
Ushbu maqolada sun’iy intellektning tarixiy rivojlanishi, ilmiy
asoslari va zamonaviy qo‘llanilishi tahlil qilinadi. XX asrning o‘rtalaridan boshlab
yuzaga kelgan nazariy g‘oyalar, ilk neyron modellari, ekspert tizimlar va chuqur
o‘rganish algoritmlari bosqichma-bosqich yoritiladi. Shuningdek, maqolada yer
ustidagi superkompyuterlar va kosmosdagi avtonom kemalarni boshqarish tizimlarida
sun’iy intellektning roli ilmiy nuqtai nazardan izohlanadi. Har bir davrning ilmiy
ahamiyati, texnologik yutuqlar va kelajak istiqbollari batafsil tahlil qilinadi. Natijada
maqola sun’iy intellektning nafaqat nazariy, balki amaliy ilmiy muhitdagi o‘rni va
superkompyuterlar hamda kosmik boshqaruv tizimlariga integratsiyasini ko‘rsatadi.
Abstract (Russian)
В данной статье анализируется историческое развитие
искусственного интеллекта, его научные основы и современное применение.
Пошагово рассматриваются теоретические идеи, возникшие с середины XX века,
первые нейронные модели, экспертные системы и алгоритмы глубокого
обучения. Кроме того, в статье научно объясняется роль искусственного
интеллекта в управлении суперкомпьютерами на Земле и автономными
космическими кораблями. Подробно анализируется научная значимость каждого
периода, технологические достижения и перспективы на будущее. В результате
статья демонстрирует место искусственного интеллекта не только в теории, но и
в практической научной среде, а также его интеграцию в суперкомпьютеры и
системы космического управления.
Abstract (English)
This article analyzes the historical development of artificial
intelligence, its scientific foundations, and contemporary applications. Theoretical
ideas emerging since the mid-20th century, early neural models, expert systems, and
deep learning algorithms are highlighted step by step. Furthermore, the article
scientifically explains the role of artificial intelligence in managing supercomputers on
Earth and autonomous spacecraft. The scientific significance of each period,
technological achievements, and future prospects are analyzed in detail. As a result,
the article demonstrates the role of artificial intelligence not only in theory but also in
practical scientific environments, as well as its integration into supercomputers and
space control systems.
Files
36. Siddiqova M.A. - SUN’IY INTELLEKTNING RIVOJLANISH BOSQICHLARI.pdf
Additional details
Additional titles
- Alternative title (Russian)
- ЭТАПЫ РАЗВИТИЯ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА
- Alternative title (English)
- DEVELOPMENT STAGES OF ARTIFICIAL INTELLIGENCE
Software
- Repository URL
- https://infocom.uz/magazine/20
- Development Status
- Active
References
- 1. McCulloch, W., & Pitts, W. A logical calculus of the ideas immanent in nervous activity. The Bulletin of Mathematical Biophysics, 5(4), 115–133, 1943. 2. Turing, A. Computing Machinery and Intelligence. Mind, 59(236), 433–460, 1950. 3. Weizenbaum, J. ELIZA—a computer program for the study of natural language communication between man and machine. Communications of the ACM, 9(1), 36–45, 1966. 4. Rumelhart, D., Hinton, G., & Williams, R. Learning representations by back propagating errors. Nature, 323, 533–536, 1986. 5. Campbell, M., Hoane, A., & Hsu, F. Deep Blue. Artificial Intelligence, 134(1 2), 57–83, 2002. 6. Krizhevsky, A., Sutskever, I., & Hinton, G. ImageNet Classification with Deep Convolutional Neural Networks. Advances in Neural Information Processing Systems, 25, 2012. 7. Silver, D., et al. Mastering the game of Go with deep neural networks and tree search. Nature, 529, 484–489, 2016.
- 8. Vaswani, A., et al. Attention is All You Need. Advances in Neural Information Processing Systems, 30, 2017. 9. Yo'ldoshev, Q. Sun'iy intellekt va qishloq xo'jaligida optimallashtirish tizimlari. Toshkent: O'zbekiston Fanlar Akademiyasi Nashriyoti, 2020. 10. Siddiqova, S. Qishloq xo'jaligida raqamli texnologiyalarni joriy etishdagi muammolar va yechimlar. Qarshi: Qarshi Davlat Texnika Universiteti Nashriyoti, 2025.