Intelligent Information Technology

Major: System Analysis
Code of subject: 7.124.00.M.028
Credits: 7.00
Department: Information Systems and Networks
Lecturer: Professor, Head of ISN Department, Doctor of Technical Sciences Lytvyn Vasyl
Semester: 3 семестр
Mode of study: денна
Learning outcomes: - the basic means of building intelligent systems, - methods and algorithms for designing intelligent systems and putting them into practice.
Required prior and related subjects: System analysis of multicriteria processes of different nature. Modeling, analysis and synthesis of interaction of complex information systems. Methods of analysis and optimization of complex systems.
Summary of the subject: Basic concepts of intellectual systems. Architecture of intelligent systems. Formal definition of intelligent systems. Functional model of intelligent systems. Models of knowledge representation and mechanisms of logical inference. Identifying logical patterns in the data. Artificial neural networks. Genetic-adaptive algorithms. Fuzzy modeling in intelligent systems. Multiagent systems. Associative rules.
Assessment methods and criteria: written reports on laboratory work, oral examination (50%) final control (control measure, exam), written-oral form (50%)
Recommended books: 1. Lytvyn V. V. Metody ta zasoby inzheneriyi danykh ta znan? / V. V. Lytvyn // nav-chal?¬nyy posibnyk z hryfom MONU. – L?viv : «Mahnoliya-2006», 2012. – 241 р. 2. Hlybovets? M.M., Olets?kyy O.V. Shtuchnyy intelekt. – K.: KM Akademiya, 2002. 3. Predstavlenye y yspol?zovanye znanyya / pod red. KH.Ueno, M.Ysydzuka. - M.: Myr, 1989. 4. Havrylova T. A. Bazy znanyy yntellektual?nykh system / T.A.Havrylova, V.F.Khoroshevskyy. –SPb: Pyter, 2001. – 384р. 5. Rassel S. Yskusstvennyy yntellekt / S.Rassel, P.Norvyh. – M.,S.-P.,K.: Vyl?yams, 2006. – 1408р.