Course Information

Course Code:
Course Number:
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.