Sun’iy intellekt asosida matematik masalalarni yechish algoritmlari
DOI:
https://doi.org/10.5281/zenodo.15788095Keywords:
sun’iy intellekt, matematik masala, algoritm, neyron tarmoq, genetik algoritm, mashinaviy o‘rganish, optimallashtirish.Abstract
Ushbu maqolada sun’iy intellekt (SI) texnologiyalari asosida matematik masalalarni yechish algoritmlari
tadqiq qilinadi. Asosan sun’iy neyron tarmoqlar, genetik algoritmlar va mashinaviy o‘rganish metodlari orqali algebraik,
differensial va optimallashtirish masalalarini yechish usullari ko‘rib chiqiladi. Shuningdek, algoritmlarning samaradorligini
oshirishga qaratilgan modellashtirish va eksperimental tahlillar bayon etiladi
References
Goodfellow, I., Bengio, Y., Courville, A. Deep Learning. MIT Press, 2016.
Goldberg, D. E. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, 1989.
Bishop, C. M. Pattern Recognition and Machine Learning. Springer, 2006.
Razzakov, S. Sun’iy intellekt asoslari. Toshkent: Fan, 2021.
Karimov, N. va boshqalar. Matematik modellashtirish va algoritmlar. Toshkent: TDYU, 2020.
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