Information sheet ECTS Syllabus
Course syllabus B-UMINT - Artificial Intelligence (FEEIT - SS 2019/2020)
|University:||Slovak University of Technology in Bratislava|
|Faculty:||Faculty of Electrical Engineering and Information Technology|
|Course unit code:||B-UMINT|
|Course unit title:||Artificial Intelligence|
|Mode of delivery, planned learning activities and teaching methods:|
|Recommended semester/trimester:||Applied Informatics - bachelor (compulsory), 4. semester|
Robotics and Cybernetics - bachelor (compulsory), 4. semester
|Level of study:||1.|
|Prerequisites for registration:||none|
|Three tests, each 10 points. The condition is to obtain at least 3 points in each test. Mandatory fulfillment of all laboratory excercises or individual excercises respectively.|
|Learning outcomes of the course unit:|
|After finishing of the subject the student will understand the basic principles of selected approaches of artificial intelligence as: artificial neural networks, evolutionary algorithms, fuzzy logic, expert systems and multiagent systems. He will be able to apply these approaches in solving practical tasks, he will be able to implement them in programs or use them with apropriate software tools respectively.|
|1. Basics of artificial intelligence, overview of particular approaches.
2. Artificial neural networks (ANS), selected approaches.
3. Application of ANS in solving of practical tasks.
4. Evolutionary and genetic algorithms (GA), principle, representatives.
5. Application of GA in solving of practical tasks.
6. Fuzzy logic (FL), principle.
7. Application of fuzzy logic in practical tasks.
8. Expert systems and their use.
9. Multiagent systems and their use.
|Recommended or required reading:|
|Language of instruction:||slovak or english|
|Assessed students in total: 1110|
|Name of lecturer(s):||Ing. Dominika Banásová (examiner, instructor) - slovak, english |
Ing. Jozef Goga (examiner, instructor) - slovak, english
Ing. Martin Ivan (examiner, instructor) - slovak, english
Ing. Slavomír Kajan, PhD. (examiner, instructor, lecturer) - slovak, english
Ing. Martin Komák, PhD. (examiner, instructor) - slovak, english
prof. Ing. Ivan Sekaj, PhD. (lecturer, person responsible for course) - slovak, english
|Last modification:||6. 5. 2019|
|Supervisor:||prof. Ing. Ivan Sekaj, PhD. and programme supervisor|
Last modification made by RNDr. Marian Puškár on 05/06/2019.