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Course Information

Course Name
Turkish Akıllı sistemler ve esnek hesaplamalar
English Intelligent Systems&Soft Comp.
Course Code
MAK 660E Credit Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester -
3 3 - -
Course Language English
Course Coordinator Şeniz Ertuğrul
Course Objectives To provide the engineering students with:
1. A basic knowledge of intelligent systems.
2. Knowledge on the design and application of neural networks, fuzzy logic and neuro-fuzzy systems.
3. Experience based on examples and computer usage
Course Description Introduction to intelligent systems and soft computing. Review for Optimization, modeling and control. Introduction to 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 design and application of neural networks, fuzzy logic and neuro-fuzzy systems.
3- Understand the industrial applications and academic research in the area of intelligent systems.
4- Design and fine tune intelligent systems using computer simulations.
Pre-requisite(s) MAK331E or equivalent Automatic Control Course is recommended
Required Facilities MATLAB software
Other
Textbook
Other References
 
 
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