Course Description

Course CodeCourse NameCreditsHours
6105058 Adaptive Fuzzy Neural Control 3.0 3
Description This course covers important concepts and topics in fuzzy logic systems and neural networks to serve as controllers with adaptive learning algorithms. The controlled systems are nonlinear uncertain systems. The outline of this course is given below. (1) Introduction, (2) Fuzzy logic systems, (3) Fuzzy Neural Networks, (4) Training Algorithms, (5) Stable Indirect Adaptive Fuzzy Neural Control, (6) Stable Direct Adaptive Fuzzy Neural Control, (7) Observer-Based Adaptive Fuzzy Neural Control, (8) Applications and Projects.