Course Details
Artificial inteligence methods in water management
Academic Year 2024/25
DS76 course is part of 1 study plan
D-K-C-SI (N) / VHS Winter Semester 2nd year
Problems of uncertainty in rainfall-runoff modelling, stochastic processes, vague description of variables, adaptivity principle, learning systems, application of artificial neural networks, application of fuzzy models, application of genetic algorithms
Credits
8 credits
Language of instruction
Czech
Semester
winter
Course Guarantor
Institute
Forms and criteria of assessment
examination
Entry Knowledge
Hydrology, hydraulics, mathematics, probability theory and mathematical statistics, physics
Aims
Application of basic methods of artificial inteligence in hydrology and water management
Student gains basic knowledge of using artifical inteligence methods in water management problems solution
Student gains basic knowledge of using artifical inteligence methods in water management problems solution
Basic Literature
Nacházel, K.- Starý, M. - Zezulák, J.: Užití metod umělé inteligence ve vodním hospodářství. ACADEMIA 2004
Offered to foreign students
Not to offer
Course on BUT site
Lecture
13 weeks, 3 hours/week, elective
Syllabus
1. Problems of uncertainty in hydrology and water management
2. Adaptivity principle and learning systems
3.-4. Neural networks and their simulators
5.-7. Application of neural networks on selected problems solutions
8.-9. Fuzzy models
10.-11. Application of fuzzy models
12.-13. Genetic algorithms and their application