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 title:||Artificial Intelligence|
|Course unit code:||B-UMINT|
|Mode of completion and Number of ECTS credits:||Exam (6 credits)|
|Name of lecturer:||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
|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.|
|Prerequisites and co-requisites:||none|
|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:|
|Planned learning activities and teaching methods:||1. Presentations (theory, applications, examples, simulations, animations, videos).
2. Laboratory excercises (application programming in the Matlab environment).
|Assesment methods and criteria:||Three tests during the semester: 30 points, laboratory excercises: 11x2=22 points, exam: 48 points (sum: 100 points). Additional 10 points for a voluntary project.|
|Language of instruction:||Slovak, English|
|Work placement(s):||There is no compulsory work placement in the course unit.|
Last modification made by RNDr. Marian Puškár on 05/06/2019.