Course detail

Operational and System Analysis

FP-IosaPAcad. year: 2022/2023

The course is focused on the introduction and practical use of selected methods of operations research, especially in the context of managerial decision support. The explanation goes from explaining the basic theoretical background to their practical application using SW MATLAB.

Language of instruction

Czech

Number of ECTS credits

Mode of study

Not applicable.

Guarantor

prof. Ing. Petr Dostál, CSc.

Department

Institute of Informatics (ÚI)

Learning outcomes of the course unit

By completing the course, students will gain professional knowledge, skills and opportunities for practical use of selected methods of operational research in business management. Thanks to the presentation and practical implementation of specific case studies, they will also master these selected methods and techniques.
Otevřít v Překladači G

Prerequisites

Successful completion of the course IpmrP.

Co-requisites

Not applicable.

Planned learning activities and teaching methods

Teaching takes place in the form of lectures, which have the character of an explanation of advanced, methodology of the discipline and problems. Exercises mainly support the practical mastery of the material covered in lectures.

Assesment methods and criteria linked to learning outcomes


The following conditions are required for granting the credit:
Active participation in seminars and successful elaboration of a semester project within the set deadline.
Test requirements:
Successful completion of the exam test (min. 50%), form of the exam: Written or online test according to the epidemiological situation.

Course curriculum

1. Introduction, linear programming
2. Decision matrices and trees
3. Time series
4. Prediction
5. Dataminig
6. Test

Work placements

Not applicable.

Aims

The aim of the course is to acquaint students with selected optimization methods that can be used in managerial decision-making and to develop his ability to use this knowledge in solving practical and organizational problems of the company in the MATLAB SW environment. Students will also be introduced to the basic principles of modeling traditional management problems; master advanced modeling principles suitable for well-structured and deterministic control problems. They will apply the mentioned methods of operational analysis under the conditions of a specific situation.

Specification of controlled education, way of implementation and compensation for absences

Control of active participation in exercises.

Recommended optional programme components

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

DOSTÁL, P., JANKOVÁ, Z. Operační a systémová analýza - Pokročilé metody, 2023, 101p, ISBN 978-80-7623-107-8. Druhé aktualizované vydání. (CS)
DOSTÁL, P., JANKOVÁ, Z., ŠEBESTOVÁ, M., MACHŮ, E. Operační a systémová analýza - Pokročilé metody, 2020, 100p, ISBN 978-80-7623-030-9. (CS)

Recommended reading

Not applicable.

Elearning

eLearning: currently opened course

Classification of course in study plans

  • Programme MGR-IM Master's 2 year of study, winter semester, compulsory

  • Programme MGR-SI Master's

    branch MGR-IM , 1 year of study, winter semester, compulsory

Type of course unit

 

Lecture

13 hod., optionally

Teacher / Lecturer

prof. Ing. Petr Dostál, CSc.

Syllabus

1. Introduction, decision matrices and trees
2. Classification, time series
3. Prediction
4. Dataminig I.
5. Dataminig II.
6. Test

Exercise

13 hod., compulsory

Teacher / Lecturer

Ing. et Ing. Zuzana Janková, Ph.D.

Syllabus

1. Introduction, linear programming
2. Decision matrices and trees
3. Methods for classification and prediction
4. Datamining I
5. Dataminig II
6. Credit

Elearning

eLearning: currently opened course