Lectures:
1. Introduction on artificial intelligence scientific field. Principles of artificial intelligence, importace of knowledge in problem solving tasks
2. Problem solving procedures in classical logic
3. Methods of computer knowledge reprezentation
4. Mathematic and linguistc modelling
5. Vagueness formalization of knowledge in linguistic models
6. Principles of fuzzy set and fuzy logic theory
7. Fuzzy models of Mandami type, fuzzy controllers Mandami type
8. Fuzzy models of Takagi-Sugeno type, T-S controlles
9. Diagnostic and planning expert systems
10. Probabilistic expert systems
11. Topology and functions of multilayer artificial neural networks
12. Genetic algorithms - versatil optimization methods
13. Neural network optimization using GA
14. Fuzzy controller optimization using GA
Laboratories:
1. Fuzzy controller using microcomputer
2. Fuzzy controller using PLC
Computer labs:
1. Computer system MATLAB, Fuzzy ToolBox
2. Fuzzy sets and vagueness objects reprezentation in MATLAB
3. Fuzzy conditonal rules formalization in MATLAB, fuzzy modelling of Mandami type
4. Fuzzy modelling of Takagi-Sugeno type in MATLAB
5. Fuzzy controllers of Mandami and T-S types
6. Diagnostic fuzzy expert systems
7. Fuzzy expert systems in practice
8. Probalilistic shell expert systém FEL-EXPERT
9. Neural network synthesis in Neural ToolBoxu of MATLAB
10. Neural controller
11. Real genetic algorithm synthesis in MATLAB
12. Fuzzy controller optimization using genetic algorithm
1. Introduction on artificial intelligence scientific field. Principles of artificial intelligence, importace of knowledge in problem solving tasks
2. Problem solving procedures in classical logic
3. Methods of computer knowledge reprezentation
4. Mathematic and linguistc modelling
5. Vagueness formalization of knowledge in linguistic models
6. Principles of fuzzy set and fuzy logic theory
7. Fuzzy models of Mandami type, fuzzy controllers Mandami type
8. Fuzzy models of Takagi-Sugeno type, T-S controlles
9. Diagnostic and planning expert systems
10. Probabilistic expert systems
11. Topology and functions of multilayer artificial neural networks
12. Genetic algorithms - versatil optimization methods
13. Neural network optimization using GA
14. Fuzzy controller optimization using GA
Laboratories:
1. Fuzzy controller using microcomputer
2. Fuzzy controller using PLC
Computer labs:
1. Computer system MATLAB, Fuzzy ToolBox
2. Fuzzy sets and vagueness objects reprezentation in MATLAB
3. Fuzzy conditonal rules formalization in MATLAB, fuzzy modelling of Mandami type
4. Fuzzy modelling of Takagi-Sugeno type in MATLAB
5. Fuzzy controllers of Mandami and T-S types
6. Diagnostic fuzzy expert systems
7. Fuzzy expert systems in practice
8. Probalilistic shell expert systém FEL-EXPERT
9. Neural network synthesis in Neural ToolBoxu of MATLAB
10. Neural controller
11. Real genetic algorithm synthesis in MATLAB
12. Fuzzy controller optimization using genetic algorithm