PARALLEL HISOBLASH ASOSIDA KO‘P MEZONLI QAROR QABUL QILISH JARAYONLARINI OPTIMALLASHTIRISH
DOI:
https://doi.org/10.65164/07vdws53Keywords:
parallel hisoblash, MCDM, TOPSIS, distributed systems, GPU computing, optimallashtirish, decision support systems, high-performance computing, multicore systems.Abstract
Mazkur maqolada parallel hisoblash texnologiyalari asosida ko‘p mezonli qaror qabul qilish (Multi-Criteria Decision Making – MCDM) jarayonlarini optimallashtirish usullari tahlil qilingan. Katta hajmdagi va ko‘p parametrli ma’lumotlar bilan ishlovchi qaror qabul qilish tizimlarida hisoblash murakkabligini kamaytirish hamda real vaqt rejimida natija olish masalalari ko‘rib chiqilgan. Tadqiqotda TOPSIS algoritmini parallel hisoblash muhitida optimallashtirish va GPU hamda distributed systems texnologiyalaridan foydalanish asosida tezkor hisoblash modeli taklif etilgan. Tajriba natijalari parallel yondashuvning an’anaviy ketma-ket hisoblash usullariga nisbatan yuqori samaradorlikka ega ekanligini ko‘rsatdi.
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