Intelligent Control Systems

İstanbul Teknik Üniversitesi
LEVEL
Bachelor
TYPE
Course
MODES
-
LANGUAGE
-
ECTS
55
PERIOD
21/02/2022 to 03/06/2022

Course Description

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.

Educational-info

Competences

KON 313 MIN DD or KON 313E MIN DD

ECTS

55

Organizer

Partner

İstanbul Teknik Üniversitesi

Faculty

Faculty of Electrical and Electronics Engineering

Department

Control and Automation Engineering

Contact or registration links