PICENG457

 

Course Code: PICENG 457                 Course Title: Neural Networks and Fuzzy Logic Control

Neural Networks (NN): architectures of neural networks, perceptrons types. Back propagation algorithm. Process identification and control using NN. Fuzzy logic: fuzzy sets, fuzzy relations, fuzzy conditional statements, and fuzzy rules. Fuzzy logic controllers, fuzzification interface, knowledge/rule base, decision making logic, defuzzification interface, design of fuzzy logic controllers. Neuro-fuzzy and fuzzy-neural control systems.