Intelligent Control Systems

An overview of artificial intelligence methods, (artificial neural networks (ANN), fuzzy systems, genetic algorithms), artificial intelligence methods-based classification and recognition techniques, principles of nonlinear systems identification and control, Adaptive control systems, Structures of ANN and training algorithms, ANN-based identification of nonlinear systems, ANN-based control of nonlinear systems, Self-learning neural networks, ANN-based image recognition and pattern classification, Genetic algorithms and their applications for identification and control of nonlinear systems.