Course Information

Course Name	Turkish	Akıllı Sistemler ve Esnek Hesaplama
	English	Intelligent Systems & Soft Computing
Course Code	MDK 506E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	-	3	3	-	-
Course Language		English
Course Coordinator		Senem Kurşun
Course Objectives		To provide engineering students: 1. A basic knowledge of intelligent systems, 2. Knowledge on the design and application of artificial neural networks, fuzzy logic and neuro-fuzzy systems, 3. Experience based on examples from literature and computer usage
Course Description		Introduction to intelligent systems and soft computing. Basics of optimization and modeling. Introduction to artificial neural networks, back propagation learning rule, fuzzy set theory, fuzzy inference methods, fuzzy control, adaptive neuro-fuzzy inferencing system (ANFIS), genetic algorithms.
Course Outcomes		Having completed this course, the student should be able to: 1- Possess knowledge on intelligent systems, 2- Possess knowledge on artificial neural networks 3- Design and analyze intelligent systems using computer simulations 4- Possess knowledge on fuzzy logic 5- Possess knowledge on neuro-fuzzy systems 6- Possess knowledge on genetic algorithms
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