هوش مصنوعی و سیستم های خبره

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باسمه‌تعالی

دانشگاه اصفهان، دانشکده فنی مهندسی، گروه مکانیک

برنامه درس هوش مصنوعی و سیستم های خبره ( کارشناسی ارشد)  ( نیمسال دوم  ۹۵ – ۹۴ )

دانلود طرح درس  

نام درس: هوش مصنوعی و سیستم های خبره ( کارشناسی ارشد)  شماره درس : ۰۱ – ۱۸۵ – ۲۲ – ۲۰      تعداد واحد نظری:  ۳

استاد درس : حامد شهبازی  ( دفتر کار:  اتاق  ۲۳۱  مکانیک، تلفن  ۳۷۹۴۵۶۱۹ )

زمان و مکان ارائه درس : شنبه­ ها ۱۷-۱۶ ( کلاس ۸ ) و یکشنبه­ها ۱۶ – ۱۴ ( کلاس ۸ )

زمان و مکان رفع اشکال : شنبه ­ها  ۱۲- ۱۰ و  دوشنبه‌ها  ۱۲- ۱۰  ( دفتر گروه مکانیک )

سایت درس:  www.hamedshahbazi.ir (مراجعه به  منوی درس‌ها- هوش مصنوعی و سیستم های خبره)

تکالیف دانشجو:  حل تمرین‌، انجام تکالیف درسی (+ سمینار بیست‌دقیقه‌ای اختیاری )

نمره نهایی (۲۰ نمره ) شامل: حل تمرین و سمینار (۵ ) ، پروژه درسی ( ۳ ) ،  امتحان میانی ( ۵ ) و امتحان پایانی ( ۷ )

 

منابع و مراجع:   

۱-    هوش مصنوعی درآمدی نوین- راسل و نوروینگ

     

  1. ۱٫     Computational Intelligence . Engelbrecht
  2. 2.     Expert Systems  . Darkin
  3. 3.     Artificial Neural Networks  . Martin Hakin 

هوش مصنوعی در آمدی نوین-راسل“    دانلود

هوش محاسباتی-انگلبرت“    دانلود

 “سیستم های  خبره- دارکین”  دانلود      دانلود اصل کتاب

“دوره ای در سیستم های فازی و کنترل”  دانلود

نمونه سوال امتحانی  midtermAI2    NewAiFi   

 کد های بهینه سازی هوشمند  code

 

 

 

 
هفته
موضوع
فیلم جلسه
۱
معرفی منابع درس هوش مصنوعی- سرفصل های مهم و روش ارزیابی
-
۲
معرفی عامل های هوشمند و سیستم های چند عاملیدسته بندی کلی عامل های هوشمند
 
دانلود
۳
فورموله سازی مسائل، حل مسئله به کمک جستجو
 
دانلود بخش ۱
دانلود بخش ۲
۴
معرفی انواع الگوریتم های جستجوی درختی، روش های آگاهانه و ناآگاهانه،
 
دانلود بخش ۱
دانلود بخش ۲
 دانلود بخش ۳
 
۵
روش های جستجوی محلی و الگوریتم های تکاملی
دانلود بخش ۱
دانلود بخش۲ 
۶
پیاده سازی روش های هوش فرا ابتکاری بر روی سیستم های مکاترونیکی
 
دانلود
۷
معرفی مسئله های ارضای محدودیت، در آمدی بر مسئله های بازی
 
دانلود بخش ۱
دانلود بخش۲
۸
معرفی عامل های منطقی و منطق گزاره ها و منطق مرتبه اول و منطق فازی
 
 دانلود
۹
طراحی سیستم های فازی و کنترل کننده های فازی
 
دانلود
۱۰
نحوه  استنتاج و تولید نتیجه در سیستم های فازی، دفازی سازی و آموزش فازی در متلب
 
دانلود
دانلود۲
۱۱
 آموزش نرم افزار فازی کلیپز، معرفی قید های فازی  و نحوه کاربرد در فازی کلیپز
 
هفته
موضوع
فیلم جلسه
۱۲
در آمدی بر مفاهیم اساسی شبکه های عصبی مصنوعی، ارائه مثال یادگیری حروف
 
دانلود
۱۳
شبکه های عصبی مصنوعی؛ روش یادگیری پس انتشار خطا و مثال های کاربردی
 
دانلود
دانلود۲
۱۴
بینایی ماشین ، بررسی کاربرد شبکه های عصبی در بینایی ماشین
 
۱۵
تعاملات ترکیبی در  سیستم های هوشمند و شبکه های عصبی
 
۱۶
بررسی کاربردی سیستم های هوشمند در مکاترونیک
 
۱۷
سمینارهای پژوهشی دانشجویان
 

 

 

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