Using of AI optimization in Electrical Engineering

Created by team MatLab AI Optimization on يوليو 07, 2023

علم البحث عن الحلول الافضل او ما يعرف باسم optimization هو علم رياضى بدا منذ الحرب العالمية ، و ان كانت بدايته كانت باستخدام التفاضل و حل المعادلات الخطية و الغير خطية ، و لكن مع تطور المسائل و زيادة صعوبتها الى درجة ان المسائل اصبحت غير رياضية ( مثال لذلك مسألة البائع المتجول ) ، اصبح من الضرورى ايجاد طرق اخرى لحل المسائل الهندسية باستخدام طرق لا تعتمد على التفاضل ، و كانت البداية مع العالم الرياضى شين شيانج عن طريق مجموعة من الخوارزميات المقتبسة من الطبيعة مثل خوارزمية الجينات Genetic Algorithm و خوارزمية حركة الجزيئات Particle Swarm Optimization ، و فى المشروع المقدم سيكون شرح لمسالة التحكم بسرعة موتور عن طريق تغيير قيم المتحكم باستخدام 3 انواع من المتحكمات عن طريق الذكاء الاصطناعى

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