Infopaket

Processes and objects modeling

ОК 8

Обов’язкова дисципліна для ОП

Second

2024/2025

1 Semester

6

Construct and research models of information processes in the application area. Identify information needs and classify data for software design.

Full-time form

Knowledge of the theoretical foundations of mathematical modeling, static data analysis, algebraic, matrix and vector calculations, numerical solution of linear and nonlinear equations, interpolation, approximation and extrapolation; numerical differentiation and integration; solutions of ordinary differential equations, optimization. Be able to create static and dynamic models, build algorithms, program in any language.

The discipline forms skills in modeling processes and objects to improve solutions in the field of software engineering, particularly regarding the Internet of Things. To do this, the following are studied: technological stages of creating and using models, methods of testing and researching their properties, stability, experiment planning, methods of creating models of linear and nonlinear dynamic systems, automatic control systems. Practical skills are acquired regarding the choice of type and creation of models taking into account the dynamics and uncertainties of the real world, internal and external factors, implementation in a computing environment.

1. Todd Young and Martin J. Mohlenkamp, Introduction to Numerical Methods and Matlab Programming for Engineers. — Ohio University Athens. 2021. — 182 p. 2. Chasnov J.R. Introduction to Numerical Methods. — The Hong Kong University, 2020. — 60 p.

Lectures, laboratory classes, individual work

Two modular control papers, reports and defenses of laboratory works (60 points in total) are subject to evaluation. For students who scored a total of less points than the critical-calculated minimum (36 points), it is mandatory to resubmit the modular test papers, perform and defend the planned laboratory works in order to pass the exam. The final control (exam) is conducted in the form of a written work - 40 points. The exam ticket consists of two parts: the theoretical part (2 tasks) and the practical part (2 tasks), which are evaluated by 20 and 20 points, respectively. The maximum number of points that can be obtained by a student is 40 points on the exam on a 100-point scale. A student is not admitted to the exam if he scored less than 36 points during the semester. To receive an overall positive grade in the discipline, the exam grade cannot be less than 24 points.

Ukrainian