KO‘P YADROLI CPU VA GPU ARXITEKTURALARIDA DIFFERENSIAL TENGLAMALARNI SONLI YECHISH UCHUN PARALLEL ALGORITMLARNI ISHLAB CHIQISH VA SAMARADORLIGINI BAHOLASH
DOI:
https://doi.org/10.5281/zenodo.18282139Keywords:
differensial tenglama, parallel hisoblash, ko‘p yadroli CPU, GPU, sonli usullar, hisoblash samaradorligiAbstract
Mazkur maqolada oddiy va xususiy hosilali differensial tenglamalarni sonli yechish uchun parallel hisoblash
algoritmlarini ko‘p yadroli CPU va GPU arxitekturalarida qo‘llash masalalari tadqiq etilgan. Tadqiqot doirasida klassik sonli
usullar asosida parallel algoritmlar ishlab chiqildi hamda ularning hisoblash samaradorligi ketma-ket algoritmlar bilan
taqqoslab baholandi. Hisoblash tajribalari natijalari parallel hisoblash usullaridan foydalanish hisoblash vaqtini sezilarli
darajada qisqartirish bilan birga yechimlarning zarur aniqligini saqlab qolishini ko‘rsatdi. Olingan natijalar yuqori unumdor
hisoblash tizimlarida differensial tenglamalarni yechish jarayonlarini optimallashtirish uchun amaliy ahamiyatga ega
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