Methods of artificial intelligence
| Course | Methods of artificial intelligence | |||
|---|---|---|---|---|
| Cycle | Semester | ECTS | ||
| 1 | 6 | 6 | ||
| Contents | Artificial intelligence (AI) systems. Procedural, production and data-driven systems. Genetic Algorithms. Fazzification, fuzzy inference, defuzzification. Fuzzy logic toolbox in MATLAB. Expert system architectures and design. Neural networks architectures. Learning algorithms. Multilayer perceptrons. Backpropagation algorithm. Recurrent neural networks. Hopfield and Kohonen networks. | |||