Genetik algoritmlar va uni amaliyotga tadbiqi

Ko'rib chiqilayotgan masalada "genotip - fenotip" akslantirishni tanlashda kodlash barcha mumkin bo'lgan barcha bitli satrlari muammoning echimlaridan birini tashkil etadigan holatga mos kelishiga ishonch hosil qilishingan va aksincha barcha mumkin bo'lgan echimlar bunday kodlash bilan ifodalanishi mumkin bo’lgan. .

Greya usuli bilan kodlash.

Yellow

Is the color of gold, butter and ripe lemons. In the spectrum of visible light, yellow is found between green and orange.

Red

Is the color of blood, and because of this it has historically been associated with sacrifice, danger and courage.

Haqiqiy sonli kodlash

A complex idea can be cnveyed with just a single still image, namely making it possible to absorb large amounts of data quickly.

Klassik genetik algoritm va uning asosiy bosqichlari.

Initsializatsiyalash yoki xromosomalarning boshlang'ich populyatsiyasini seleksiyalash;

Xromosomalarni seleksiyalash;

Genetik algoritmlar va an'anaviy optimallashtirish usullari.

masala prametrlarining berilgan boshlang’ich qiymatlarini emas, balki
ularning kodlashtirilgan qiymatlarini qayta ishlaydi;
echimni bitta nuqtadan emas, balki ularning ma'lum bir populyatsiyasidan
qidirishni amalga oshiradi;
maqsad funksiyasining hosilalari yoki boshqa qo'shimcha ma'lumotlaridan
emas, balki faqat maqsad funksiyasining o’zidan foydalanadi;
seleksiyada deterministik qoidalarni emas, balki ehtimolli qoidalarni
qo’llaydi.
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Genetik algoritmlar haqidagi asosiy teorema

You can insert graphs from Excel or Google Sheets

You can insert graphs from Excel or Google Sheets

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You can insert graphs from Excel or Google Sheets

You can insert graphs from Excel or Google Sheets

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You can insert graphs from Excel or Google Sheets

You can insert graphs from Excel or Google Sheets

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