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Methods for Complex Systems Analysis and Optimization

Major: Software engineering
Code of Subject: 8.121.00.O.3
Credits: 3
Department: Information Systems and Networks
Lecturer: Professor, Head of ISN Department, Doctor of Technical Sciences Lytvyn Vasyl
Semester: 1 семестр
Mode of Study: денна
Learning outcomes:
- the ability to investigate and model phenomena and processes in complex dynamic information systems;
- the ability to evaluate the feasibility and feasibility of applying new methods and technologies in the tasks of information systems synthesis;
- the ability to analyze and define criteria within the subject area, to build models of multicriteria tasks and to be able to solve them, to evaluate complex systems and on the basis of systematic analysis of multicriteria processes that occur in a given problem area.
Required prior and related subjects:
System analysis of multicriteria processes of different nature.
Modeling, analysis and synthesis of interaction of complex information systems.
Summary of the subject:
Information modeling of subject areas. Means of description of information-logical models of subject areas. The theory of hierarchical systems. Coordination theory. Multicriteria optimization. Reduction of multicriteria problem to a generalized criterion. Modeling the logic of decision-making processes using Petri nets. Modeling decision-making systems using Q-scheme.
Recommended Books:
1. Alexandrov EA Fundamentals of the theory of heuristic solutions / E.A. Alexandrov. - M .: Owl. Radio, 1975. - 256 p.
2. Vilkas EY Solutions: theory, information, modeling / EJ Vilkas, EZMiminas. - Moscow: Radio and Communication, 1981. - 210 p.
3. FG Garashchenko Analysis and estimation of parametric systems / FG Garashchenko, L.A. Pantalienko. - K .: ISDO, 1995. - 140 p.
4. MR Kogalovsky Prospective technologies of information systems / MR. Kogalovsky. - M .: DMK Press; M .: ITI Company, 2003. - 288 p.
5. Lytvyn VV Designing information systems / VV Lytvyn, NB Shakhovska // manual of the Ministry of Education and Science of Ukraine. - Lviv: «Magnolia2006», 2011. - 380 p.
Assessment methods and criteria:
written reports on laboratory work, oral examination (40%)
final control (control measure, exam), written-oral form (60%)