| Code |
Course Name |
Language |
Type |
| KON 426E |
Intelligent Control Systems |
English |
Elective |
| Local Credits |
ECTS |
Theoretical |
Tutorial |
Laboratory |
| 3 |
6 |
3 |
0 |
0 |
| Course Prerequisites and Class Restriction |
| Prerequisites |
KON 313 MIN DD
or KON 313E MIN DD
|
| Class Restriction |
None |
| Course Description |
| Introduction to Intelligent Control Systems. Basic Learning Processes. Optimization Techniques. Single-Layer Perceptrons. Multi-
Layer Perceptrons. Backpropagation Algorithm. Control Using Neural Networks. Basics of Fuzzy Sets. Fuzzy Rules and Fuzzy
Reasoning. Fuzzy Inference Systems. Control Using Fuzzy Logic. Genetic Algorithms. Other Derivative-Free Global Optimization
Methods. Basic Information on How to Use Matlab Neural Network and Fuzzy Logic Toolboxes. |
|
