MATHEMATICAL MODELING OF SYSTEMS AND PROCESSES
Course: Information Security of Telecommunication Systems and Networ (master's degree)
Structural unit: Faculty of Radiophysics, Electronics and Computer Systems
Title
MATHEMATICAL MODELING OF SYSTEMS AND PROCESSES
Code
ОК 04
Module type
Обов’язкова дисципліна для ОП
Educational cycle
Second
Year of study when the component is delivered
2023/2024
Semester/trimester when the component is delivered
1 Semester
Number of ECTS credits allocated
4
Learning outcomes
The student must know the essence of the fundamental principles underlying the creation of mathematical models of systems and processes of the corresponding class, ready-made work in the field of mathematical modeling of systems and processes used in systems for processing, storing, protecting and transmitting information through telecommunication channels of various nature, methods of using ready-made standard models in the development, manufacture, implementation and operation of hardware and software storage, transmission, processing and protection of information.
The student must be able to classify the processes of creating information flows in telecommunication channels, explain the choice of the type of mathematical model, use conclusions, studies and canonical mathematical methods of systems theory and standard types of mathematical models, use conclusions, studies and canonical mathematical methods of systems theory and standard types of mathematical models.
Form of study
Full-time form
Prerequisites and co-requisites
The educational discipline "Mathematical modeling of systems and processes" is a mandatory component of the educational program and uses the results of studying the mandatory discipline "Theory of information transmission" of this OP, as well as "Higher metamathematics", "Special sections of higher mathematics", "General physics" , "Fundamentals of circuit theory", "Digital signal processing", "Fundamentals of information transmission theory", "Signals and processes in radio engineering", which are taught at the BA "Bachelor" OR. The educational discipline "Mathematical modeling of systems and processes" is the basis for the mandatory components "Nanoelectronics", "Nanostructural components of radio-electronic devices" and "Optimization of the design of radio-electronic devices".
Course content
The main principles of systems theory and the principles of building their models of different classes are considered in the educational discipline. Methods of mathematical description of the properties and structure of systems and processes, construction of isomorphic mathematical models of various classes, methods of researching the adequacy and validity of mathematical models, principles of analysis of stability and convergence of mathematical models are taught. Assessments of the reliability of the results of sodeling and the fundamental principles of its improvement are considered.
Recommended or required reading and other learning resources/tools
1. М. Месарович, Я. Такахара, Общая теория систем: Математические основы // М:-"Мир",1978, 311 с.
2. Г. П. Чуйко, О. В. Дворник, О. М. Яремчук. МАТЕМАТИЧНЕ МОДЕЛЮВАННЯ СИСТЕМ І ПРОЦЕСІВ. Миколаїв – 2015. ISBN 978-966-336-340-0.
3. Шварц М. Сети связи: протоколы, моделирование и анализ: В 2-х томах. Пер.с англ..- М.: Наука, 1992.
4. Математичні основи теорії телекомунікаційних систем: Підручник для студентів вищих навч. закладів/ За редакцією Поповського В. В.– Харків: «Компания СМІТ», 2006. – 564 с.
Planned learning activities and teaching methods
Lectures; practical classes, independent individual work, aboratory work
Assessment methods and criteria
Semester evaluation: during the semester, one written modular test (PKR) based on lecture materials is provided. Another form of control is an oral presentation at a seminar or an essay based on self-study materials. The critical and calculated minimum is 36 points per semester.
Final evaluation (in the form of an exam): the form of the exam is written and oral. The exam ticket consists of 4 questions, each question is evaluated from 0 to 10 points. In total, you can get from 0 to 40 points for the exam.
A condition for achieving a positive grade for a discipline is to obtain at least 60 points, while the exam grade cannot be less than 24 points.
Language of instruction
Ukrainian
Lecturers
This discipline is taught by the following teachers
Mushtaq
Talib
Al-Sharify
Department of Radiotechnique and radioelectronics systems
Faculty of Radiophysics, Electronics and Computer Systems
Faculty of Radiophysics, Electronics and Computer Systems
Departments
The following departments are involved in teaching the above discipline
Department of Radiotechnique and radioelectronics systems
Faculty of Radiophysics, Electronics and Computer Systems