الگوريتمي مبتنی بر اتوماتاهای يادگير برای تنظيم پارامتر مراقبت در شبكه Fuzzy ARTMAP
الموضوعات :
مجید انجیدنی
1
(دانشگاه آزاد اسلامی واحد نیشابور)
محمدرضا میبدی
2
(دانشگاه صنعتی امیرکبیر)
الکلمات المفتاحية: شبكه‌هاي عصبيپارامتر مراقبتاتوماتاهاي يادگيرFuzzy ARTFuzzy ARTMA,
ملخص المقالة :
در اين مقاله الگوريتمي مبتنی بر اتوماتاهای یادگیر برای تنظيم پارامتر مراقبت در شبكه Fuzzy ARTMAP پیشنهاد مي‌شود. الگوريتم پیشنهادی از طریق تنظیم پارامتر مراقبت در شبکه Fuzzy ARTMAP، شبكه‌اي کوچک با نرخ بالای تشخیص تولید می‌کند. ساختار شبکه تولید شده توسط این الگوریتم مستقل از مقدار اولیه برای پارامتر مراقبت می‌باشد. الگوریتم پیشنهادی بر روی مسائل، دايره در مربع، مارپيچهاي حلزوني و مسئله مربع در مربع آزمایش شده و نتایج مطلوبی بدست آمده است.
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