KOMPYUTER TIZIMLARINI NOANIQ MODELLARINI QO’LLASH ASOSIDA LOYIHALASH
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Abstract
Tushuntirish va aniqlikni o'zgartirish zarurati noaniq tizimlardan foydalanishga xosdir. To'g'ri, ammo inson tushunadigan noaniq tizimlarni olish Zade va Mamdaniyning asosiy g'oyalari va tizimni aniqlash metodologiyalarida asosiy rol o'ynadi. Shunga qaramay, yumshoq hisoblashlar paydo bo'lishidan oldin, aniqlik asta-sekin noaniq modellarni yaratuvchilarning asosiy tashvishiga aylandi, natijada paydo bo'lgan noaniq tizimlar neyron tarmoqlar kabi qora quti modellariga yaqinlashdi. Yaxshiyamki, noaniq modellashtirish ilmiy hamjamiyati izohlash-aniqlik o'rtasidagi kelishuv bilan bog'liq dizayn texnikasini ko'rib chiqish orqali o'z kelib chiqishiga qaytdi. Xususan, genetik noaniq tizimlardan foydalanish ularning o'ziga xos moslashuvchanligi va turli xil optimallashtirish mezonlarini birgalikda ko'rib chiqish qobiliyati tufayli keng tarqaldi. Joriy hissa yaxshi aniqlik bilan izohlanadigan lingvistik noaniq modellarni olish uchun Mamdani tipidagi noaniq qoidalarga asoslangan tizimlarga tayanuvchi eng vakili genetik noaniq tizimlarni ko'rib chiqishdan iborat.
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