Infopaket

Decision-making

ВБ1.2

Вибіркова дисципліна для ОП

First

2023/2024

5 Semester

5

Understand the principles of modeling organizational and technical operations; use operations research methods, solving single- and multi-criteria optimization problems of linear, integer, nonlinear, stochastic programming. Apply the technologies of "soft computing" and expert evaluation to solve practical problems in various subject areas in deterministic conditions, conditions of uncertainty, risk and in conditions of conflict. Ability to make informed decisions. Ability to system thinking, application of system analysis methodology for researching complex problems of various nature, methods of formalization and solving system problems that have conflicting goals, uncertainties and risks. Ability to use modern intelligent information technologies to create applied intelligent systems

Know the basics of higher mathematics (linear algebra, basics of mathematical analysis, differential equations, integral and differential calculus) and research operations To be able to perform the analysis of simple tasks to determine the input and output structure information, selection of methods and algorithms for their software processing. Have the skills to work with tools for implementing single-criteria optimization methods and algorithms, develop appropriate programs in high-level languages, in particular, packages for scientific research

During the study of the discipline, the basic concepts of the theory of decision-making are considered methods, algorithms and formal models of decision-making algorithms in conditions uncertainty, risk, multicriteria, conflict and vagueness. Generalized schemes and features of existing algorithmic decision-making strategies. The goal of the discipline is to provide students with thorough mathematical training and knowledge of theoretical, methodical and algorithmic foundations of information technologies for their use when solving applied and scientific tasks for acceptance solutions In particular, familiarization with the basic principles of construction and research decision-making models. The basic foundations of decision-making, theories are considered usefulness, expert procedures for decision-making, decision-making in conditions certainty, risk, uncertainty, conflict and data fuzziness. The application of the methodology of system analysis for the study of complex problems of various nature, methods of formalization and solving of system problems that have conflicting goals, uncertainties and risks. Apply decision-making technologies in weakly structured subject areas when creating intelligent information systems; application of modern intelligent information technologies for the creation of applied intelligent systems.

1. BLAS (Basic Linear Algebra Subprograms). URL: http://www.netlib.org/blas/sblat1 (Дата звернення:19.11.2018). 2. GNU Multiple Precision (GMP). URL: www.swox.com/gmp/. (Дата звернення:19.11.2018). 3. Multiple Precision Integer Library (MPI), Michael Fromberger. URL: http://thayer.dartmouth.edu/~sting/mpi/. (Дата звернення:19.11.2018). 4. Large Integer Package. URL: http://home.hetnet.nl/~ecstr/LIP.zip (Дата звернення:19.11.2018).

The total volume is 150 hours, including: Lectures – 28 hours. Laboratory classes – 28 hours. Individual work - 80 hours. Consultations - 14 hours.

A student is not allowed to take the exam if he scored less than 36 points during the semester (less than 60% of the maximum possible number of points that the student can receive for work in the semester). If a student received less than 24 points during the exam, he is given an "unsatisfactory" grade, and the points scored are not counted. During the semester, after the completion of the corresponding modules, two are held written (modular) test papers in written form. At the same time, for definition level of achievement of learning outcomes include 1 theoretical question. A condition for obtaining a positive final grade for a discipline is the achievement of no less than 60% of the maximum possible number of points. The recommended minimum for admission to the exam is 36 points, the critical calculated minimum is 20 points. At the same time, it is mandatory to perform all laboratory work and independent work, to receive a positive evaluation from control work.

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